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Paper Citation Record · LEDGER

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI

As of 8 August 2026, this Paper Citation Record lists 100 of 116 outbound references and 1 inbound Pith citation observation for arXiv:2506.19613.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2506.19613 v1

Coverage vector

measured 100 of 116 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T23:09:45.938651Z

measured 101 of 101 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-11T20:19:27.650696Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

100 of 116 outbound references displayed

  • verified exact1
  • verified fuzzy40
  • unresolved59
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 80021f57-6f94-4ccd-a9a1-60e366fb0a5d · outbound

This paper cites The rise of self-driving labs in chemical and materials sciences.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI The rise of self-driving labs in chemical and materials sciences

Reference 1

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source=pdf_text observed=2026-08-06T23:09:32.406531Z digest=sha256:d2d6d9bbda94d6f917e8e62c68df6eaa3d5a657313eb01ab4f68b947f37f7309

Observation 7a2cc1e9-3a37-4e4f-b685-ba662d99d95d · outbound

This paper cites Accurate structure prediction of biomolecular interactions with alphafold 3.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Accurate structure prediction of biomolecular interactions with alphafold 3

Reference 2

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source=pdf_text observed=2026-08-06T23:09:32.526890Z digest=sha256:b2d1d4a3585509d5d064bd74f129c68b5eaa18dfeef042677b84e6724fc9e95b

Observation 99f6eeae-e2e7-4ff2-9993-0df46417292b · outbound

This paper cites Learning to learn by gradient descent by gradient descent.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Learning to learn by gradient descent by gradient descent

Reference 3

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source=pdf_text observed=2026-08-06T23:09:32.676881Z digest=sha256:7cc67c42bef8f77c548467045825796167f2a5a4e0531f63dc45c283be2d1271

Observation 09bac440-d97b-461b-9775-a9bf816763ab · outbound

This paper cites A design-build-test-learn tool for synthetic biology.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI A design-build-test-learn tool for synthetic biology

Reference 4

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source=pdf_text observed=2026-08-06T23:09:32.831696Z digest=sha256:a988f7410bf93cf937ce4f948add0f968399986d4e47b8b3b28117d436b29996

Observation d59e89cc-d46f-410a-a0d4-0ec56d940c89 · outbound

This paper cites ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models

Reference 5

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source=pdf_text observed=2026-08-06T23:09:33.006277Z digest=sha256:ee7755ff5529fa74e05befbf0f8a99381e5c090faa0994c4bbd180a870abb45d

Observation 9c736117-d820-4414-a63c-044f4c30c83f · outbound

This paper cites Possible high t c superconductivity in the ba- la- cu- o system.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Possible high t c superconductivity in the ba- la- cu- o system

Reference 6

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source=pdf_text observed=2026-08-06T23:09:33.150692Z digest=sha256:f3c14ec8dbcbcc88a4cd18d4dcbf6a0a51450e974eeb9b9852f52d470420b171

Observation a1fc38bb-16e7-4ee7-9e94-45a8c056856a · outbound

This paper cites SciBERT: A Pretrained Language Model for Scientific Text.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI SciBERT: A Pretrained Language Model for Scientific Text

Reference 7

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source=pdf_text observed=2026-08-06T23:09:33.297646Z digest=sha256:be4433d7f7653a3fe5c2b90fd65d113be35675876a28dbf291f3688762aa5ec4

Observation c6014edc-989f-4c0b-8c87-0d1a44be4cd7 · outbound

This paper cites $\pi_0$: A Vision-Language-Action Flow Model for General Robot Control.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI $\pi_0$: A Vision-Language-Action Flow Model for General Robot Control

Reference 8

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source=pdf_text observed=2026-08-06T23:09:33.433053Z digest=sha256:89136d79d7e9f8259fdf519565291ff1bf95cdd0c70173b3b15f3b25bd82dc71

Observation 9255fad0-1c89-4231-9f4a-3454f24e0416 · outbound

This paper cites Benchmarking the sim-to-real gap in cloth manipulation.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Benchmarking the sim-to-real gap in cloth manipulation

Reference 9

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source=pdf_text observed=2026-08-06T23:09:33.591080Z digest=sha256:d5a4a536b4b66019e3dce81477d977b67b010e13a3433cead108cd6ed899bc64

Observation 6b3aa6f0-1fe8-4748-9aa8-b9df43a64a8a · outbound

This paper cites ChemCrow: Augmenting large-language models with chemistry tools.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI ChemCrow: Augmenting large-language models with chemistry tools

Reference 10

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source=pdf_text observed=2026-08-06T23:09:33.785262Z digest=sha256:2b1469c33fb1f4836ec9372d1cd675b4576022f764fcb3d172c2a86aad43564f

Observation c7740b03-e6e8-4ae1-bfb9-6431a6b45ec5 · outbound

This paper cites AgiBot World Colosseo: A Large-scale Manipulation Platform for Scalable and Intelligent Embodied Systems.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI AgiBot World Colosseo: A Large-scale Manipulation Platform for Scalable and Intelligent Embodied Systems

Reference 11

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source=pdf_text observed=2026-08-06T23:09:33.915243Z digest=sha256:d8fb5329d1c127fea0c15a4430573d24dfdea89c0f95757ea06e50a0fee1c47c

Observation d556704c-9b4f-41ca-b059-ac0abc92d21f · outbound

This paper cites Data- centric architecture for self-driving laboratories with autonomous discovery of new nanomate- rials.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Data- centric architecture for self-driving laboratories with autonomous discovery of new nanomate- rials

Reference 12

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source=pdf_text observed=2026-08-06T23:09:34.067960Z digest=sha256:889e20a93b563900cf2ae9072d5218d2089ec9935e2e403dfa519fb7af34708d

Observation 8edac565-3892-4dfe-8c8d-7936e8a4c9f0 · outbound

This paper cites Diffusion policy: Visuomotor policy learning via action diffusion.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Diffusion policy: Visuomotor policy learning via action diffusion

Reference 13

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source=pdf_text observed=2026-08-06T23:09:34.275021Z digest=sha256:c2b68b72b6eda0a460434137435768bcf3e339d824d6a7370d5baff2451d4b60

Observation b210faa4-984f-4be9-b0a6-abc401562f44 · outbound

This paper cites Diffusion policy: Visuomotor policy learning via action diffusion.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Diffusion policy: Visuomotor policy learning via action diffusion

Reference 14

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source=pdf_text observed=2026-08-06T23:09:34.464191Z digest=sha256:f7a4f1d7b8e77fa7a7a1ee22fdabdd4a6ce4593507801f4dbb489e8722d0d8fe

Observation cf34f63c-9dc1-467e-a696-1e83d39d7205 · outbound

This paper cites Autonomous discovery in the chemical sciences part i: Progress.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Autonomous discovery in the chemical sciences part i: Progress

Reference 15

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source=pdf_text observed=2026-08-06T23:09:34.593029Z digest=sha256:03f0379f176ae56c663258bea3d2a50e38b6cfddca3867cc8cf2b5a5540da1dc

Observation 6dbdafba-46a6-4987-a1d4-bf00415f7691 · outbound

This paper cites A robotic platform for flow synthesis of organic compounds informed by ai planning.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI A robotic platform for flow synthesis of organic compounds informed by ai planning

Reference 16

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source=pdf_text observed=2026-08-06T23:09:34.739540Z digest=sha256:8bbb6328c365f0eefd224d3e47a4fcae6eb3b873b87e5094aad5c914c43070ea

Observation 91705bd9-81d7-4de4-989f-b904a49402d4 · outbound

This paper cites Closed-loop cycles of experiment design, execution, and learning accelerate systems biology model development in yeast.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Closed-loop cycles of experiment design, execution, and learning accelerate systems biology model development in yeast

Reference 17

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source=pdf_text observed=2026-08-06T23:09:34.912249Z digest=sha256:aca27938cc74a8e9716b2021661f315ada174100482e1d4112c9648e667f61be

Observation 9f5a6d06-355c-4bea-8c49-90afe2b60c03 · outbound

This paper cites Prediction of peptide mass spectral libraries with machine learning.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Prediction of peptide mass spectral libraries with machine learning

Reference 18

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source=pdf_text observed=2026-08-06T23:09:35.082855Z digest=sha256:c258bc0e1f47d9f67bb0cfdc9dcab48b7b8ca5e2fbd02a9a0d49da8a43cddfc6

Observation 87fed509-1036-46f6-8a5c-9cdeb1639fba · outbound

This paper cites The advancement of artificial intelligence in biomed- ical research and health innovation: challenges and opportunities in emerging economies.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI The advancement of artificial intelligence in biomed- ical research and health innovation: challenges and opportunities in emerging economies

Reference 19

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source=pdf_text observed=2026-08-06T23:09:35.222641Z digest=sha256:994a2f8df248010e9d5f980724f5ceb1e1cb80fc2287d77f5457cf7988a5ac81

Observation 67570b84-8fee-406b-bb48-4db7d15924d8 · outbound

This paper cites Autonomous discovery of battery electrolytes with robotic experimentation and machine learning.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Autonomous discovery of battery electrolytes with robotic experimentation and machine learning

Reference 20

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source=pdf_text observed=2026-08-06T23:09:35.375038Z digest=sha256:1c9fee63716d3eb76757825a1edc188988fbcc916898e61087bdcdcfdddc57a6

Observation b1b6a514-c047-4d4e-b8e5-457bd8014770 · outbound

This paper cites Towards automated design of corrosion resistant alloy coatings with an autonomous scanning droplet cell.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Towards automated design of corrosion resistant alloy coatings with an autonomous scanning droplet cell

Reference 21

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source=pdf_text observed=2026-08-06T23:09:35.509080Z digest=sha256:620eef4d14560f48aeec98c2ef33dfb6f5cf2312cb21419e0430e3f9815792a6

Observation 87554090-184d-4713-a6b7-aeb7ff8a735c · outbound

This paper cites Research acceleration in self-driving labs: Technological roadmap toward accelerated materials and molecular discovery.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Research acceleration in self-driving labs: Technological roadmap toward accelerated materials and molecular discovery

Reference 22

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source=pdf_text observed=2026-08-06T23:09:35.674625Z digest=sha256:88ce107ae362ebed9af83b131de2d9aaa3495be74b00a83e154dcf5b5b679e6a

Observation a3ed27a1-1f5c-47cb-a5b4-89c22bb59567 · outbound

This paper cites Machine learning methods for small data challenges in molecular science.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Machine learning methods for small data challenges in molecular science

Reference 23

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source=pdf_text observed=2026-08-06T23:09:35.835850Z digest=sha256:94069f3048a3fcff5d4b446bb5fa6f8c0c11fa5297c249acd63838057fa5ba5a

Observation 1714e9de-f5fd-4a65-b2c6-1d60a80d2914 · outbound

This paper cites The lab of the future: Self-driving labs for molecule discovery.GEN Biotechnology, 3(2):83–86, 2024.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI The lab of the future: Self-driving labs for molecule discovery.GEN Biotechnology, 3(2):83–86, 2024

Reference 24

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source=pdf_text observed=2026-08-06T23:09:36.025637Z digest=sha256:2c91a62e0b5ba8fecd1045038e619d7085faf6d9195046da892f45bdf09588c3

Observation 851ebc2f-1b0f-4a05-81e6-9efce6ca7bdb · outbound

This paper cites Exploring the integration of chatgpt in education: adapting for the future.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Exploring the integration of chatgpt in education: adapting for the future

Reference 25

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source=pdf_text observed=2026-08-06T23:09:36.231368Z digest=sha256:483c496a76849a520f1b411640c5a3b62291dc9645f8a04e672a2214f98cbcb4

Observation 1fb86286-5790-4b8c-bb2f-ed409fe743ea · outbound

This paper cites Toward machine learning-enhanced high-throughput experimentation.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Toward machine learning-enhanced high-throughput experimentation

Reference 26

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source=pdf_text observed=2026-08-06T23:09:36.457123Z digest=sha256:bee37c61ae6ce8b6deb145f816cc5a5fa6e298df4304069f6ed03ea863957901

Observation dfe3b9e9-87d3-4223-98a3-64a0d1b193ee · outbound

This paper cites A Critical Evaluation of a Self-Driving Laboratory for the Optimization of Electrodeposited Earth-Abundant Mixed-Metal Oxide Catalysts for the Oxygen Evolution Reaction (OER).

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI A Critical Evaluation of a Self-Driving Laboratory for the Optimization of Electrodeposited Earth-Abundant Mixed-Metal Oxide Catalysts for the Oxygen Evolution Reaction (OER)

Reference 27

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source=pdf_text observed=2026-08-06T23:09:36.618716Z digest=sha256:474e3738c90bc396e0374fd92c6b0c7dd5159976ac6fc4cb24f6838b149f4ffc

Observation b322c838-f043-47e2-b1d8-8b1ca39150fe · outbound

This paper cites Scalable meta-learning for bayesian optimization.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Scalable meta-learning for bayesian optimization

Reference 28

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source=pdf_text observed=2026-08-06T23:09:36.770110Z digest=sha256:fbea8ab6e060f4dd5e2d2186bc84c6c30efb349d417a2c0de1a40ed86cf09179

Observation 7f93bec9-0415-4fe0-a9b0-f68398a6558c · outbound

This paper cites Model-agnostic meta-learning for fast adaptation of deep networks.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Model-agnostic meta-learning for fast adaptation of deep networks

Reference 29

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source=pdf_text observed=2026-08-06T23:09:36.918094Z digest=sha256:e713dfdcc8852bee4bfbaa277110343180f3001c4f9b6f6fc88c16418d3b1461

Observation 84515ffc-22f3-439b-9a93-eb65f1d116b2 · outbound

This paper cites Materials acceleration platforms: On the way to autonomous experimentation.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Materials acceleration platforms: On the way to autonomous experimentation

Reference 30

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source=pdf_text observed=2026-08-06T23:09:37.096323Z digest=sha256:401299630bc2f98440a986fda0b2718bd1c8da637a06996b822e485328368ccf

Observation 94f82686-36f5-434d-8ded-7dde2f2b1fb7 · outbound

This paper cites Empowering biomedical discovery with ai agents.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Empowering biomedical discovery with ai agents

Reference 31

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source=pdf_text observed=2026-08-06T23:09:37.284472Z digest=sha256:c88fe8da016bd9f9db0273f358b0da0d44dbafbe8849ad95780ce7beed29ddc6

Observation 0d004f08-132b-458d-b568-79f4c2db3081 · outbound

This paper cites Bayesian Optimization with Unknown Constraints.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Bayesian Optimization with Unknown Constraints

Reference 32

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source=pdf_text observed=2026-08-06T23:09:37.498255Z digest=sha256:a99fbc69de87f9365decf3348c616c77a794ae841096cd0b5b8952f33f18ce4e

Observation 7743070f-7324-4525-8a8e-bd5887bccbbe · outbound

This paper cites The roles of science in technological innovation.Research policy, 3(3):220–242, 1974.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI The roles of science in technological innovation.Research policy, 3(3):220–242, 1974

Reference 33

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source=pdf_text observed=2026-08-06T23:09:37.665225Z digest=sha256:c4c37d688c396a37fd34c20f5d8a9e302fa6ba1883fa00ec4254941243189361

Observation 339ebbfb-54dd-42c6-a0cd-bd4d67d5bcca · outbound

This paper cites A bayesian experimental autonomous researcher for mechanical design.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI A bayesian experimental autonomous researcher for mechanical design

Reference 34

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source=pdf_text observed=2026-08-06T23:09:37.859274Z digest=sha256:02d13f19f13ce9b9548df37662c80f3ed72a20b4cbce9c07a90b78f7c993773a

Observation ecd27a28-6a1e-4231-bc28-adfa7d27402c · outbound

This paper cites An open-source drug discovery platform enables ultra-large virtual screens.Nature, 580(7805):663–668, 2020.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI An open-source drug discovery platform enables ultra-large virtual screens.Nature, 580(7805):663–668, 2020

Reference 35

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no resolver link, observed 2026-08-06T23:09:38.055045Z

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source=pdf_text observed=2026-08-06T23:09:38.055045Z digest=sha256:c5a58163c36e7587e69abbed5dd4dd88f2011459ba2893a864bd77c4c5d7cd35

Observation c3eed788-4d12-46f9-a8eb-4b6cb1b0e05c · outbound

This paper cites Towards an AI co-scientist.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Towards an AI co-scientist

Reference 36

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source=pdf_text observed=2026-08-06T23:09:38.263676Z digest=sha256:fe92bd51fe140cb3e03142c61790520c8b12c4ea1885d2e3d081dbd4f8b6ae05

Observation b7b66a51-99d3-4cab-bfb3-fddcc5ddef7e · outbound

This paper cites Controlling an organic synthesis robot with machine learning to search for new reactivity.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Controlling an organic synthesis robot with machine learning to search for new reactivity

Reference 37

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Observation c2546380-1358-481f-b3e2-e66fe999fbfd · outbound

This paper cites Matscibert: A materials domain language model for text mining and information extraction.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Matscibert: A materials domain language model for text mining and information extraction

Reference 38

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source=pdf_text observed=2026-08-06T23:09:38.541611Z digest=sha256:96aeaed39445544b29c99476c9be8f622674f7118da4e89e087cf1d9f63129dc

Observation f7139ab7-7c53-40cc-a1da-f6a388c5adef · outbound

This paper cites Automating the design-build-test-learn cycle towards next-generation bacterial cell factories.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Automating the design-build-test-learn cycle towards next-generation bacterial cell factories

Reference 39

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source=pdf_text observed=2026-08-06T23:09:38.668738Z digest=sha256:c7d66a3371f71e29f64bdf9c5f577512540aa0bbb45c5e651af4dddae5cd1cb3

Observation f51e4a56-b01c-41fd-8810-4f30ae973bfe · outbound

This paper cites Digitising chemical synthesis in automated and robotic flow.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Digitising chemical synthesis in automated and robotic flow

Reference 40

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source=pdf_text observed=2026-08-06T23:09:38.781246Z digest=sha256:b54afc842b1d61a382ed3eaae16022d024734c0b4e0bae4b595f06e323a43822

Observation eb2b78f2-cdd8-4207-b783-c2969b7340c1 · outbound

This paper cites Self- driving laboratories: A paradigm shift in nanomedicine development.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Self- driving laboratories: A paradigm shift in nanomedicine development

Reference 41

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source=pdf_text observed=2026-08-06T23:09:38.913931Z digest=sha256:5e851e80d1681ab996ed76753bdfe48774a095f1b301577571268e8761f797b2

Observation 33c61412-135f-4dd5-b6a3-789d370173f5 · outbound

This paper cites Atlas: a brain for self-driving laboratories.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Atlas: a brain for self-driving laboratories

Reference 42

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no resolver link, observed 2026-08-06T23:09:39.082980Z

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source=pdf_text observed=2026-08-06T23:09:39.082980Z digest=sha256:8232a77c2e1f98b66639d1c658cbfdb445d97417f6a0fbbe1b1915f18c658191

Observation 45f53536-8644-4481-a60c-87d05c97723f · outbound

This paper cites Sim2real in robotics and automation: Applications and challenges.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Sim2real in robotics and automation: Applications and challenges

Reference 43

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source=pdf_text observed=2026-08-06T23:09:39.238362Z digest=sha256:c5cddb358556476a17c0ba081de9e96de365e0c77b764ad2c798fb5b4e61906c

Observation 7ea63903-3376-48a1-8d01-953684fa43ae · outbound

This paper cites Parameter-efficient transfer learning for nlp.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Parameter-efficient transfer learning for nlp

Reference 44

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source=pdf_text observed=2026-08-06T23:09:39.365404Z digest=sha256:f6e7dcaa941653d5b392875cd444a60865cd7a67339ad6ab24fdeeaa0efba60b

Observation 4337f1fc-8fdc-44dd-a4e0-5a6b3c7ebb4d · outbound

This paper cites Dp4-ai automated nmr data analysis: straight from spectrometer to structure.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Dp4-ai automated nmr data analysis: straight from spectrometer to structure

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:09:59.709004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:09:39.482125Z digest=sha256:bba307a8c04218b71c3d140298c01048a1293fb42b9ec5327e3ab00914d5bd02

Observation 6b719dc2-8001-4e45-ac3d-4d99b70c31a8 · outbound

This paper cites Lora: Low-rank adaptation of large language models.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Lora: Low-rank adaptation of large language models

Reference 46

Resolution
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no resolver link, observed 2026-08-06T23:09:39.566474Z

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source=pdf_text observed=2026-08-06T23:09:39.566474Z digest=sha256:1feb1b5e0d551206e03c6b0fa2a747f595e0ff1ad80e7177ce7419aeb78917f4

Observation a03cdc94-46f1-4562-8a88-340177f46f23 · outbound

This paper cites Toward General-Purpose Robots via Foundation Models: A Survey and Meta-Analysis.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Toward General-Purpose Robots via Foundation Models: A Survey and Meta-Analysis

Reference 47

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source=pdf_text observed=2026-08-06T23:09:39.653214Z digest=sha256:95d9db72614dad1ed1431985c75240a7c971da937aa1950c4a26d1c886896484

Observation 4216f8a8-7ae2-47b9-883a-eae2ea2898dd · outbound

This paper cites Position Paper: Agent AI Towards a Holistic Intelligence.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Position Paper: Agent AI Towards a Holistic Intelligence

Reference 48

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no resolver link, observed 2026-08-06T23:09:39.771616Z

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source=pdf_text observed=2026-08-06T23:09:39.771616Z digest=sha256:bb10a8a277ec045683e2365d7d22cbcac74130f0307392a17c46cc3b9b47d74b

Observation b0f3c454-3b16-4d92-82a7-ad70afac25ce · outbound

This paper cites Analyzing the role of chatgpt as a writing assistant at higher education level: A systematic review of the literature.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Analyzing the role of chatgpt as a writing assistant at higher education level: A systematic review of the literature

Reference 49

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verified fuzzy
raw_fallback, observed 2026-08-06T23:09:59.510996Z

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:09:39.901392Z digest=sha256:d696748427a3ca61be970b8bfeefe8cfd4a9c3f105300fdddf26514334d3eac6

Observation 03ba77d5-9a4f-463a-9dda-bb7e84105e06 · outbound

This paper cites Illumi- nating protein space with a programmable generative model.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Illumi- nating protein space with a programmable generative model

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:09:59.312179Z

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:09:39.986508Z digest=sha256:f6aeddc8dd5be402e5a73718e1c78edd45160801ab0f89c8b9059d836b6e7958

Observation 34b6f358-5271-4b25-a1e3-27552bab2bc9 · outbound

This paper cites Perceiver: General perception with iterative attention.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Perceiver: General perception with iterative attention

Reference 51

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no resolver link, observed 2026-08-06T23:09:40.051715Z

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source=pdf_text observed=2026-08-06T23:09:40.051715Z digest=sha256:cb96384cb03a0d7273edf0514723ce6e9ac696361e2bde61e5f6e39487e49766

Observation 28f2d348-3f35-466e-b2cb-f1557ab464fe · outbound

This paper cites Ai in small-molecule drug discovery: a coming wave.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Ai in small-molecule drug discovery: a coming wave

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:09:59.103982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:09:40.136127Z digest=sha256:a4467a1831b89b6863dc6f74d8488efc4d0344ff3f0a6a807fe3b61281a03e59

Observation c65166cf-116b-4955-93e9-39641c71e955 · outbound

This paper cites Highly accurate protein structure prediction with alphafold.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Highly accurate protein structure prediction with alphafold

Reference 53

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no resolver link, observed 2026-08-06T23:09:40.265882Z

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source=pdf_text observed=2026-08-06T23:09:40.265882Z digest=sha256:f1025fb951b83715384721e0a7dd77c2846dfd4a23935bf190853efecbba6065

Observation b9540947-135e-4952-abde-44ed9648d091 · outbound

This paper cites Gen2sim: Scaling up robot learning in simulation with generative models.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Gen2sim: Scaling up robot learning in simulation with generative models

Reference 54

Resolution
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no resolver link, observed 2026-08-06T23:09:40.370251Z

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source=pdf_text observed=2026-08-06T23:09:40.370251Z digest=sha256:210143537ba76c16b0b4c37586930a2befaf2ed239571d86e700d9cb7d6199bc

Observation 21aa0613-fe59-416a-81a0-34cc8f4abb22 · outbound

This paper cites DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines

Reference 55

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no resolver link, observed 2026-08-06T23:09:40.474939Z

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source=pdf_text observed=2026-08-06T23:09:40.474939Z digest=sha256:573d2abbc9ec02ce12c2d1982bb82de3f2cf602d59127d4e63e780df91488a64

Observation bd37aae5-67d7-43f8-8fee-737cb856d132 · outbound

This paper cites Machine learning- guided protein engineering.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Machine learning- guided protein engineering

Reference 56

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raw_fallback, observed 2026-08-06T23:09:58.865312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:09:40.600741Z digest=sha256:688228f02eea84fd3d334cc2a42494284b446e23c9e802847ed764b119f4646c

Observation 51f99376-c0f2-46fe-8371-e0573af30cd8 · outbound

This paper cites Automated library generation and serendipity quantification enables diverse discovery in coordination chemistry.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Automated library generation and serendipity quantification enables diverse discovery in coordination chemistry

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:09:58.613248Z

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:09:40.734016Z digest=sha256:23a080b86f7d4f1b3c1ea7c7734155329443889ea1f3211143c8b0a5147b1d54

Observation ab77ec8c-b2ce-47a8-b759-e319c1f7ad61 · outbound

This paper cites An autonomous electrochemical discovery robot that utilises probabilis- tic algorithms: Probing the redox behaviour of inorganic materials.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI An autonomous electrochemical discovery robot that utilises probabilis- tic algorithms: Probing the redox behaviour of inorganic materials

Reference 58

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raw_fallback, observed 2026-08-06T23:09:58.323717Z

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:09:40.868822Z digest=sha256:7b952f7cd2e4247194cf1e94cba2d9304294f04ed9609672ab27eaf57ce24eb0

Observation 838dd789-b2e5-4541-a6b7-acc94f4588a2 · outbound

This paper cites Multimodal foundation models: From specialists to general-purpose assistants.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Multimodal foundation models: From specialists to general-purpose assistants

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:09:58.040822Z

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:09:41.039341Z digest=sha256:d3f3bcf568620c7b9ffc5c906fda6c9748fad14d3c119a31d7ec5342e08e205d

Observation 499c13b0-5120-47e6-bd5d-15943f269642 · outbound

This paper cites Academic collaboration on large language model studies increases overall but varies across disciplines.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Academic collaboration on large language model studies increases overall but varies across disciplines

Reference 60

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no resolver link, observed 2026-08-06T23:09:41.212267Z

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source=pdf_text observed=2026-08-06T23:09:41.212267Z digest=sha256:ca0c231e8378df95adda31882b26c7b3bc9bd97fb07edc35dee93df1e0da24a5

Observation be15f315-f582-4b1b-9b82-3a7b71a97730 · outbound

This paper cites A comprehensive review of robot intelligent grasping based on tactile perception.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI A comprehensive review of robot intelligent grasping based on tactile perception

Reference 61

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raw_fallback, observed 2026-08-06T23:09:57.825236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:09:41.342049Z digest=sha256:011307395138c84aa14b8562f8c23f55b4e29548f1fa7beb5de79d05ba906fbe

Observation cd461e14-2b71-478c-9e99-362109e82f09 · outbound

This paper cites Benchmarking the perfor- mance of bayesian optimization across multiple experimental materials science domains.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Benchmarking the perfor- mance of bayesian optimization across multiple experimental materials science domains

Reference 62

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verified fuzzy
raw_fallback, observed 2026-08-06T23:09:57.626894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:09:41.509695Z digest=sha256:b1edecffa85f6bb21d38fb0b3e9a9b597337520cf51de18666835b4caa894d4e

Observation ca47e1a3-2b15-4c65-ac40-53c98569d7f0 · outbound

This paper cites Open x-embodiment: Robotic learning datasets and rt-x models.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Open x-embodiment: Robotic learning datasets and rt-x models

Reference 63

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verified fuzzy
raw_fallback, observed 2026-08-06T23:09:57.340598Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:09:41.685302Z digest=sha256:1d73874382eeb4619d39c28764e74ddeacfab30ea858710d0b2eb75a9b7e2c5c

Observation ca1a8748-0fc3-42bb-9a42-c4e62c28477e · outbound

This paper cites The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-06T23:09:41.830173Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:09:41.830173Z digest=sha256:e25895886f4f67e472b44045566b59d53d11679534a09d24de5882d2ebcc5a1c

Observation d8e3ffd9-f0da-4b07-95b9-b18d0296780c · outbound

This paper cites Self-driving laboratory for accelerated discovery of thin-film materials.Science Advances, 6(20):eaaz8867, 2020.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Self-driving laboratory for accelerated discovery of thin-film materials.Science Advances, 6(20):eaaz8867, 2020

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:09:57.105814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:09:41.997109Z digest=sha256:0b31dee9c68ae900ee3cdfa77150580666f47c4a891b91e2587fb08c9aebe128

Observation ae14c7bc-390c-488b-acd8-fa571af68d1a · outbound

This paper cites What is missing in autonomous discovery: open challenges for the community.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI What is missing in autonomous discovery: open challenges for the community

Reference 66

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verified fuzzy
raw_fallback, observed 2026-08-06T23:09:56.887858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:09:42.099819Z digest=sha256:d4f7df78f243fc3d79532d94d20bdb6dfc650a65b0a05fbb15385aeab87ee972

Observation d46a391a-cca3-4c37-90b1-7a3f9fc7130c · outbound

This paper cites Transforming r&d with agentic ai: Introducing microsoft discovery, 2025.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Transforming r&d with agentic ai: Introducing microsoft discovery, 2025

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:09:56.675976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:09:42.241971Z digest=sha256:f073ae9cbf5ff941fad568082b43cda73ab098bfd6fc08f0864a657078be9ba2

Observation 05e78a12-ae7a-44f5-916f-4dd9cd60aa8a · outbound

This paper cites New strategies and tests to accelerate discovery and development of multi-principal element structural alloys.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI New strategies and tests to accelerate discovery and development of multi-principal element structural alloys

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:09:56.464650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:09:42.331054Z digest=sha256:3431e68f7f98ce8100603df48009c9dfc3512f36a80001a46e700e9c448a5a9f

Observation 0c055ef9-69b0-46f4-9df5-b6ae0f04c6af · outbound

This paper cites Scigen: a dataset for reasoning-aware text generation from scientific tables.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Scigen: a dataset for reasoning-aware text generation from scientific tables

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:09:56.279526Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:09:42.419230Z digest=sha256:dc389a96772b1e619f086bb2ba8552079f9ec0986773079a89d156080fea7404

Observation b198fa14-df0d-45c3-88b8-7492bc5e65fa · outbound

This paper cites R&d budgets boom, but success rates falter.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI R&d budgets boom, but success rates falter

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:09:56.032669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:09:42.586552Z digest=sha256:6b33d611c7911039727e8bb4f037299a8669b06ac4f17588aa00389a94e25b13

Observation 05672978-e166-4191-9a34-5e3e3f5d24e5 · outbound

This paper cites Total synthesis of taxol.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Total synthesis of taxol

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:09:55.830370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:09:42.685944Z digest=sha256:4142407b832a47dfe68ac732a6db3524d5b25f315fbff4cc1ad81b907afad52f

Observation b3991fcf-e2f4-4be4-a4bd-94e97c056c38 · outbound

This paper cites The electrolab: An open-source, modular platform for automated characterization of redox-active electrolytes.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI The electrolab: An open-source, modular platform for automated characterization of redox-active electrolytes

Reference 72

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verified fuzzy
raw_fallback, observed 2026-08-06T23:09:55.478313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:09:42.802393Z digest=sha256:b827bba8306c6fa401656f86fad3200c97d995e5f6b178da34f3b9e352a17f99

Observation dd4d6aaa-34b6-40fd-a949-5b579356a96d · outbound

This paper cites Identification of putative palytoxin as the cause of clupeotoxism.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Identification of putative palytoxin as the cause of clupeotoxism

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:09:55.157730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:09:42.907924Z digest=sha256:4bea48615eaa514877aeed2785e0b0c6431d3dff421a3fbb1f7c567dcd0b0173

Observation 1263bffe-7710-4595-989a-ff54f5bdf60a · outbound

This paper cites Ai-driven robotic laboratories show promise.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Ai-driven robotic laboratories show promise

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:09:54.879743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:09:43.003714Z digest=sha256:ec96c83ce1e916482d729a4392b98d661585b28f525802bb8dac50a42cf4f5ca

Observation 5e846358-3710-4485-9b9e-88e9537e2101 · outbound

This paper cites An affordable platform for automated synthesis and electrochemi- cal characterization.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI An affordable platform for automated synthesis and electrochemi- cal characterization

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:09:54.686446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:09:43.103605Z digest=sha256:e2974b43c97396aeddf9349f57e410d7bf3deb0b0039b1f4bd6eb2ba56b39175

Observation 69d8a60f-da52-4542-9d4b-28b6eb099d95 · outbound

This paper cites An affordable platform for automated synthesis and electrochemical characterization.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI An affordable platform for automated synthesis and electrochemical characterization

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:09:54.479274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:09:43.228133Z digest=sha256:5e17f9b43e6ee2cab7b76d6c42df9dc0fac1799122f001320a599fe3b0fe6d52

Observation 2b07ae2b-2336-4c8f-abdf-f868209c6ca9 · outbound

This paper cites Unifying large language models and knowledge graphs: A roadmap.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Unifying large language models and knowledge graphs: A roadmap

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:09:54.309859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:09:43.325322Z digest=sha256:aa3ccb0fd0dc4b6653ffee4a20f6c7bd546c6f0c3b0ae6d83f327bdd1363080b

Observation 47cefc1b-6f82-4303-a96a-cddbc3bf9920 · outbound

This paper cites Data-driven strategies for accelerated materials design.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Data-driven strategies for accelerated materials design

Reference 78

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:09:54.116871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:09:43.446096Z digest=sha256:a55c3402370a295bad4b148cd3acf06f6d2eab3449e8acf96af70d956c1c5237

Observation 46b44042-d50c-4ab1-baad-72b7371139f5 · outbound

This paper cites An autonomous chemical robot discovers the rules of inorganic coordination chemistry without prior knowledge.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI An autonomous chemical robot discovers the rules of inorganic coordination chemistry without prior knowledge

Reference 79

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:09:53.979133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:09:43.555478Z digest=sha256:004df4abd1fb8ac0e10100d4ec7066458f393fefc9df4739233a74066571cec9

Observation 923a2b27-768d-4fdf-a16f-535fe4427d07 · outbound

This paper cites Bridging the Sim2Real gap with CARE: Supervised Detection Adaptation with Conditional Alignment and Reweighting.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Bridging the Sim2Real gap with CARE: Supervised Detection Adaptation with Conditional Alignment and Reweighting

Reference 80

Resolution
verified exact
local_arxiv, observed 2026-08-06T23:09:48.204144Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:09:43.676142Z digest=sha256:878b3f2fb74c6824f2546a9f5f37b47cc1b3c9e1a9a30fd84eca48fb1318f672

Observation 32a854f5-b817-47bb-be43-90b1ec55211e · outbound

This paper cites Gollum: Gaussian process optimized llms–reframing llm finetuning through bayesian optimization.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Gollum: Gaussian process optimized llms–reframing llm finetuning through bayesian optimization

Reference 81

Resolution
unresolved
no resolver link, observed 2026-08-06T23:09:43.820390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:09:43.820390Z digest=sha256:af0b69d7013204180dcab1a764a99d31fea1600dcda7efa783ba4d7d4ed7bd7a

Observation 8d006137-6ccc-4501-acc3-3771319ed75e · outbound

This paper cites Alphafold accelerates artificial intelligence powered drug discovery: efficient discovery of a novel cdk20 small molecule inhibitor.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Alphafold accelerates artificial intelligence powered drug discovery: efficient discovery of a novel cdk20 small molecule inhibitor

Reference 82

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:09:53.788229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:09:43.917320Z digest=sha256:1fdfce9faf2c9c61d0f4f54393fd8ad4ef4046688f59cef72a688083ae06976b

Observation 8963621d-879f-4284-b94f-88e42ce38f0d · outbound

This paper cites Closed-loop discovery platform integration is needed for artificial intelligence to make an impact in drug discovery.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Closed-loop discovery platform integration is needed for artificial intelligence to make an impact in drug discovery

Reference 83

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:09:53.589511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:09:44.051416Z digest=sha256:32b2ae6e7bfee25fe4c7394fe9f521ba13ae90427780669ba9157d5c3bce7c7d

Observation 734dcb22-2262-4ca7-ac98-ec5b005a0db5 · outbound

This paper cites Automating drug discovery.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Automating drug discovery

Reference 84

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:09:53.354156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:09:44.168478Z digest=sha256:22b76c9e3e56cde61a47e66bb6fbc7a6ed1187073e2c46a2d8b182ae7aa2ae35

Observation 5cb93e5f-f67a-4ae2-9b2d-77c51bf9e560 · outbound

This paper cites Automated design of analog circuits using reinforcement learning.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Automated design of analog circuits using reinforcement learning

Reference 85

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:09:53.133274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:09:44.254553Z digest=sha256:5a1b66e0de29b195b67e34d3a6841c91d4a772abdc24bc856331c14f72cd112f

Observation de465011-e348-43ed-93e4-097767dc374d · outbound

This paper cites an unresolved cited work.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Unresolved cited work

Reference 86

Resolution
unresolved
no resolver link, observed 2026-08-06T23:09:44.353611Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:09:44.353611Z digest=sha256:e2fd539f3d241e9c3f712a646863d3e898d02d0c00927cbeb5d0353503872334

Observation 0b6ef264-663f-40c8-80a8-4e685d8f431f · outbound

This paper cites Bayesian reaction optimization as a tool for chemical synthesis.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Bayesian reaction optimization as a tool for chemical synthesis

Reference 87

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:09:52.912851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:09:44.461769Z digest=sha256:1b0736566cc90517dbc10b12527f62c15efbaf4da270ba4dcba8efb58f451fb6

Observation e336d9c9-fcb5-460e-9b80-5b780cca75a9 · outbound

This paper cites Autonomous materials synthesis by machine learning and robotics.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Autonomous materials synthesis by machine learning and robotics

Reference 88

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:09:52.712016Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:09:44.594376Z digest=sha256:bdd49703e5e6c2e5e129f8be1a60e5b479b0f66f3018de29cc828c547d903250

Observation 8a4d2742-e0d9-4b15-b928-03358c5a9410 · outbound

This paper cites Self-driving laboratories for development of new functional materials and optimizing known reactions.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Self-driving laboratories for development of new functional materials and optimizing known reactions

Reference 89

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:09:52.477999Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:09:44.755997Z digest=sha256:7ce2cb771673fde50c52ad294e1658787e0b55a0a205c6eff3f707c792f370f9

Observation f86a3c71-2e1c-495b-9382-2cbc3c417efd · outbound

This paper cites A multiagent-driven robotic ai chemist enabling autonomous chemical research on demand.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI A multiagent-driven robotic ai chemist enabling autonomous chemical research on demand

Reference 90

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:09:52.356077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:09:44.947260Z digest=sha256:5081393552306d232c12242559a8dd3b54f9ede7c23e9db256cbb470c84164c8

Observation 539c75cd-2ba7-488c-be28-4ce5237025eb · outbound

This paper cites Towards robot scientists for autonomous scientific discovery.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Towards robot scientists for autonomous scientific discovery

Reference 91

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:09:52.176381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:09:45.119405Z digest=sha256:f1d76a5283fc531d52126a2179fb8e0e4592163e2747a9b641ef81c4906c4b73

Observation 8298c2f5-d5f7-4ee4-b681-0df6ad3f5972 · outbound

This paper cites Autonomous experimentation systems for materials development: A community perspective.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Autonomous experimentation systems for materials development: A community perspective

Reference 92

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:09:51.974255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:09:45.228908Z digest=sha256:71f9086050c675ec68b5a529fdc7139a0ca7d7a93a5201782afe5e40e37505b5

Observation 99b1503e-e9cd-418f-8ba5-6a95a64445e6 · outbound

This paper cites A deep learning approach to antibiotic discovery.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI A deep learning approach to antibiotic discovery

Reference 93

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:09:51.833387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:09:45.310076Z digest=sha256:e06a55f5aff8dfde1706d0fa440bfb958b48c11f457c2b76f54c431409b63b0b

Observation f705cf06-4016-4131-9fa6-4f6883bf040d · outbound

This paper cites Robotised screening and characterisation for accelerated discovery of novel lithium-ion battery electrolytes: Building a platform and proof of principle studies.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Robotised screening and characterisation for accelerated discovery of novel lithium-ion battery electrolytes: Building a platform and proof of principle studies

Reference 94

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:09:51.619080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:09:45.392797Z digest=sha256:2dad8a53062b023eb9f4cc70ab50ec0f7f9a49292d974ca57c9fcd5161dc51a5

Observation c1183d05-fdf0-4fdc-93e7-27d6aab1c6b5 · outbound

This paper cites Induction of pluripotent stem cells from adult human fibroblasts by defined factors.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Induction of pluripotent stem cells from adult human fibroblasts by defined factors

Reference 95

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:09:51.309387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:09:45.463262Z digest=sha256:ea476565979b4128deb7962a6eb2af13f32a7f4cb22a209e001fb8aebe0e9ad1

Observation 76223542-671b-4f4d-8123-2ad5a5648f58 · outbound

This paper cites Galactica: A Large Language Model for Science.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Galactica: A Large Language Model for Science

Reference 96

Resolution
unresolved
no resolver link, observed 2026-08-06T23:09:45.583994Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:09:45.583994Z digest=sha256:587cf996d045b6fd152a5b12efd2f05b52d2db8ebf7563c240bcc46d5bc8019b

Observation 74bc8954-7276-4c9e-9bb9-c36a2109c2d1 · outbound

This paper cites Applications of artificial intelligence in drug design: opportunities and challenges.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Applications of artificial intelligence in drug design: opportunities and challenges

Reference 97

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:09:51.090423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:09:45.668584Z digest=sha256:8cd2ed0426c990ebbe4e171ff8fdd6cb274abe25425ab5c66d566e87f96a203b

Observation 07a1356b-df50-4aaa-ad43-344cbf0b0feb · outbound

This paper cites Self-driving laboratories for chemistry and materials science.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Self-driving laboratories for chemistry and materials science

Reference 98

Resolution
unresolved
no resolver link, observed 2026-08-06T23:09:45.747505Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:09:45.747505Z digest=sha256:d1a6dda6b5689056baf6b5b2b20667b7690640c97150bde82cf6bd5434382fb7

Observation 96f8422a-eb4e-4363-ac3d-edf4488b6373 · outbound

This paper cites High-throughput rapid experimental alloy development (ht-read).

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI High-throughput rapid experimental alloy development (ht-read)

Reference 99

Resolution
unresolved
no resolver link, observed 2026-08-06T23:09:45.825305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:09:45.825305Z digest=sha256:2f8f708923fc9784414d89820a8b52f7aab652ccd92d96fff40c9126080bd0fd

Observation ef557175-fec4-4693-9534-c291c6ba6a61 · outbound

This paper cites Hypothesis Search: Inductive Reasoning with Language Models.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Hypothesis Search: Inductive Reasoning with Language Models

Reference 100

Resolution
unresolved
no resolver link, observed 2026-08-06T23:09:45.938651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:09:45.938651Z digest=sha256:339589c89307c46eab9be8e10932f97c8f53eedbb38b1db4a46077f434f415ca

Pith citing papers

Observation d4e45ed3-84bb-440d-ae16-2dec851040c6 · inbound

CausalGame: Benchmarking Causal Thinking of LLM Agents in Games cites this paper.

CausalGame: Benchmarking Causal Thinking of LLM Agents in Games Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI

Reference 9

Resolution
unresolved
no resolver link, observed 2026-07-11T20:19:27.650696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T20:19:27.650696Z digest=sha256:1f73802d9785ce26358cbe46d1acc9c6047f201276b9f03b04646879bf531498