Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery | Paper Citation Record

Observation f6f033af-c6c5-4821-add6-d0b993243a42 · outbound

This paper cites Target-based drug discovery: is something wrong?,.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery Target-based drug discovery: is something wrong?,

Reference 1

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Observation 480b96d2-e1f1-4e65-81bf-909c2a75307c · outbound

This paper cites Artificial intelligence in drug discovery: what is realistic, what are illusions? part 1: Ways to make an impact, and why we are not there yet,.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery Artificial intelligence in drug discovery: what is realistic, what are illusions? part 1: Ways to make an impact, and why we are not there yet,

Reference 2

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Observation 90501ddd-15e1-4852-bf1b-9979ad1d5aa6 · outbound

This paper cites Digital twins to personalize medicine,.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery Digital twins to personalize medicine,

Reference 3

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Observation c214c1d3-7534-4bff-857b-05bfcbb08e5d · outbound

This paper cites Digital twins in medicine,.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery Digital twins in medicine,

Reference 4

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Observation edc3d28f-d043-4713-a0d0-3a5a861e207d · outbound

This paper cites Digital twins in healthcare: is it the beginning of a new era of evidence- based medicine? a critical review,.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery Digital twins in healthcare: is it the beginning of a new era of evidence- based medicine? a critical review,

Reference 5

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Observation 9f74b74a-7555-4d27-8c4c-e7bd036fae41 · outbound

This paper cites A roadmap for the development of human body digital twins,.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery A roadmap for the development of human body digital twins,

Reference 6

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Observation 09d9aa27-0a3c-47da-b096-dd013a12cca2 · outbound

This paper cites A proteome-wide atlas of drug mechanism of action,.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery A proteome-wide atlas of drug mechanism of action,

Reference 7

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Observation 3b22fc0c-9fa5-4fa9-b73e-9d86c3623a1a · outbound

This paper cites Chemical proteomics reveals the target landscape of 1,000 kinase inhibitors,.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery Chemical proteomics reveals the target landscape of 1,000 kinase inhibitors,

Reference 8

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Observation c2bdac16-3584-4303-8e5e-87395f96f17b · outbound

This paper cites Large-scale chemoproteomics expedites ligand discovery and predicts lig- and behavior in cells,.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery Large-scale chemoproteomics expedites ligand discovery and predicts lig- and behavior in cells,

Reference 9

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Observation 1e7d8f04-c795-4b77-8d09-8e4d7921d61e · outbound

This paper cites Ai-driven multi-omics integration for multi-scale pre- dictive modeling of genotype-environment-phenotype relationships,.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery Ai-driven multi-omics integration for multi-scale pre- dictive modeling of genotype-environment-phenotype relationships,

Reference 10

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Observation bc414a23-0bf3-461f-8aa7-bc934afb81f2 · outbound

This paper cites Applications, challenges, and outlook for pbpk modeling and simulation: a regulatory, industrial and academic perspective,.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery Applications, challenges, and outlook for pbpk modeling and simulation: a regulatory, industrial and academic perspective,

Reference 11

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Observation 31835a9f-720d-431c-87fc-4bfcbf1f90a9 · outbound

This paper cites Machine learning and artificial intelligence in physiologically based pharmacokinetic modeling,.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery Machine learning and artificial intelligence in physiologically based pharmacokinetic modeling,

Reference 12

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Observation b1fe44bf-c10d-4279-ae62-bf6b67790316 · outbound

This paper cites Mole: a foundation model for molecular graphs using disentangled attention,.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery Mole: a foundation model for molecular graphs using disentangled attention,

Reference 13

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Observation 4f938735-b4cf-4f01-a364-47663e5fd8ee · outbound

This paper cites Scientific machine learning through physics–informed neural net- works: Where we are and what’s next,.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery Scientific machine learning through physics–informed neural net- works: Where we are and what’s next,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:21:33.465931Z

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Observation 36d9c825-aba3-4011-be84-a61691129f5c · outbound

This paper cites ClimODE: Climate and Weather Forecasting with Physics-informed Neural ODEs.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery ClimODE: Climate and Weather Forecasting with Physics-informed Neural ODEs

Reference 15

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Observation a376b1e1-58cd-4103-b197-5c8a9bc5cdd3 · outbound

This paper cites Novel computational approaches to polypharmacology as a means to define responses to individ- ual drugs,.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery Novel computational approaches to polypharmacology as a means to define responses to individ- ual drugs,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:21:33.447139Z

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Observation 635893b0-95a8-452a-ad09-753f00113a5c · outbound

This paper cites Evolutionary-scale prediction of atomic- level protein structure with a language model,.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery Evolutionary-scale prediction of atomic- level protein structure with a language model,

Reference 17

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Observation dcd3148c-ec97-47c5-9d1c-97784e5480cd · outbound

This paper cites Accurate struc- ture prediction of biomolecular interactions with alphafold 3,.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery Accurate struc- ture prediction of biomolecular interactions with alphafold 3,

Reference 18

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Observation d9a79c9b-e196-4614-8617-02ae5686b8ac · outbound

This paper cites Model agnostic semi-supervised meta-learning elucidates understudied out-of-distribution molecular inter- actions,.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery Model agnostic semi-supervised meta-learning elucidates understudied out-of-distribution molecular inter- actions,

Reference 19

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Observation 0cb6787e-8f26-40f5-a9a3-5763d0e3eb64 · outbound

This paper cites End-to-end sequence- structure-function meta-learning predicts genome-wide chemical-protein in- teractions for dark proteins,.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery End-to-end sequence- structure-function meta-learning predicts genome-wide chemical-protein in- teractions for dark proteins,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:21:33.378532Z

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Observation caed13dd-00d4-4aba-b414-d9ce7e705df8 · outbound

This paper cites Leveraging transfer learning for predicting protein-small molecule interactions,.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery Leveraging transfer learning for predicting protein-small molecule interactions,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:21:33.356803Z

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Observation e08aeec6-a0ce-4614-a990-241bbf590522 · outbound

This paper cites Contrastive learning in protein language space predicts interactions between drugs and protein targets,.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery Contrastive learning in protein language space predicts interactions between drugs and protein targets,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:21:33.335950Z

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Observation 81a5ad06-e2fe-4e2a-95a6-c8ef615ba9d0 · outbound

This paper cites Toward high-throughput predictive modeling of protein binding/unbinding kinetics,.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery Toward high-throughput predictive modeling of protein binding/unbinding kinetics,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:21:33.317880Z

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Observation 484d86b5-1348-49c6-beb8-1dede5a73dbc · outbound

This paper cites A euclidean transformer for fast and stable machine learned force fields,.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery A euclidean transformer for fast and stable machine learned force fields,

Reference 24

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Observation 713d95c6-a877-4184-b593-dc5b25f8b6de · outbound

This paper cites Direct generation of protein conformational ensembles via machine learning,.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery Direct generation of protein conformational ensembles via machine learning,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:21:33.283670Z

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Observation 22fa44e1-08a2-40ef-987e-9098dce61296 · outbound

This paper cites Deepreal: a deep learning powered multi-scale modeling framework for predicting out-of-distribution ligand- induced gpcr activity,.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery Deepreal: a deep learning powered multi-scale modeling framework for predicting out-of-distribution ligand- induced gpcr activity,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:21:33.266422Z

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Observation 386ec439-5e20-450f-9ccf-7e42b4124ca2 · outbound

This paper cites Single-cell genomics meets human genetics,.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery Single-cell genomics meets human genetics,

Reference 27

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Observation 9c5f0eb0-5282-4961-adc7-9862e34d6055 · outbound

This paper cites Single-cell epigenomics: Recording the past and predicting the future,.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery Single-cell epigenomics: Recording the past and predicting the future,

Reference 28

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Observation 0d797d08-9b17-460e-8c77-0f440e4f2e00 · outbound

This paper cites Single-cell rna sequencing technologies and applications: A brief overview,.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery Single-cell rna sequencing technologies and applications: A brief overview,

Reference 29

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Observation a5172297-193b-46ba-97f4-51772fecda66 · outbound

This paper cites Single-cell proteomics enabled by next-generation sequencing or mass spectrometry,.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery Single-cell proteomics enabled by next-generation sequencing or mass spectrometry,

Reference 30

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Observation 0e93ebd1-e316-477a-898c-3cc09caa3355 · outbound

This paper cites Insights into protein post- translational modification landscapes of individual human cells by trapped ion mobility time-of-flight mass spectrometry,.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery Insights into protein post- translational modification landscapes of individual human cells by trapped ion mobility time-of-flight mass spectrometry,

Reference 31

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Observation 57ac2ec6-cc91-4a87-aa8b-821a06b3b2bf · outbound

This paper cites Spatial multimodal analysis of transcriptomes and metabolomes in tissues,.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery Spatial multimodal analysis of transcriptomes and metabolomes in tissues,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:21:33.143752Z

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Observation 6a8f2c44-a17b-4cdc-93f2-99ce0dd01235 · outbound

This paper cites Single-cell lipidomics with high structural specificity by mass spectrometry,.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery Single-cell lipidomics with high structural specificity by mass spectrometry,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:21:33.122261Z

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Observation 67f58159-1706-4f5e-acac-9155c21a192b · outbound

This paper cites Native n-glycome profiling of single cells and ng-level blood isolates using label-free capillary electrophoresis- mass spectrometry,.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery Native n-glycome profiling of single cells and ng-level blood isolates using label-free capillary electrophoresis- mass spectrometry,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:21:33.096516Z

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Observation 42b94ac9-b32e-4ab3-90f0-ccdfa34f8a6f · outbound

This paper cites Single-cell transcriptomics across 2,534 microbial species reveals functional heterogeneity in the rumen microbiome,.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery Single-cell transcriptomics across 2,534 microbial species reveals functional heterogeneity in the rumen microbiome,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:21:33.072696Z

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Observation 6212b970-e436-4c20-84d0-d2a26bdd82af · outbound

This paper cites Single-cell morphological and topolog- ical atlas reveals the ecosystem diversity of human breast cancer,.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery Single-cell morphological and topolog- ical atlas reveals the ecosystem diversity of human breast cancer,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:21:33.048571Z

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Observation 93abecd0-0771-436d-9d66-3b7d13f75fb3 · outbound

This paper cites Supervised discov- ery of interpretable gene programs from single-cell data,.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery Supervised discov- ery of interpretable gene programs from single-cell data,

Reference 37

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Observation 4e5a0f26-7f6c-4907-af64-3c183ac9e441 · outbound

This paper cites Single-cell and spatial multiomic inference of gene regulatory networks using scripro,.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery Single-cell and spatial multiomic inference of gene regulatory networks using scripro,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:21:33.008974Z

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Observation 805a514f-4484-4c3d-900e-a311865f2b8a · outbound

This paper cites D’or: Deep orienter of protein-protein interaction networks,.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery D’or: Deep orienter of protein-protein interaction networks,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:21:32.992826Z

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Observation c535a0a5-bf54-4dd8-afa7-a915077e51c8 · outbound

This paper cites Machine learn- ing for the advancement of genome-scale metabolic modeling,.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery Machine learn- ing for the advancement of genome-scale metabolic modeling,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:21:32.973199Z

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Observation 904333d6-3cb6-4382-b09e-cd2b72abef64 · outbound

This paper cites Biophysical mod- eling with variational autoencoders for bimodal, single-cell rna sequencing data,.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery Biophysical mod- eling with variational autoencoders for bimodal, single-cell rna sequencing data,

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:21:32.956980Z

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Observation 59cfdfbd-479f-4d30-a687-c5af53a04074 · outbound

This paper cites Multimodal data fusion for cancer biomarker discovery with deep learning,.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery Multimodal data fusion for cancer biomarker discovery with deep learning,

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:21:32.941402Z

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Observation dbc664f2-8a38-431f-aadd-9ff47c64dd93 · outbound

This paper cites Sequence modeling and design from molecular to genome scale with evo,.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery Sequence modeling and design from molecular to genome scale with evo,

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:21:32.926472Z

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Observation e661a0e0-b7d6-4e7a-b739-f8ce731a21a8 · outbound

This paper cites The de- velopment of ai foundation models for single-cell transcriptomics,.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery The de- velopment of ai foundation models for single-cell transcriptomics,

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:21:32.910767Z

Source-reported events for the cited work

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Observation b0e90d79-10cc-4ac8-9e47-46d807c922cf · outbound

This paper cites Toward universal cell embeddings: integrating single-cell rna-seq datasets across species with saturn,.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery Toward universal cell embeddings: integrating single-cell rna-seq datasets across species with saturn,

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:21:32.896066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2bbc50ab-c59b-4d79-9bce-10b1f9545b06 · outbound

This paper cites A cross-level information transmission network for hi- erarchical omics data integration and phenotype prediction from a new genotype,.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery A cross-level information transmission network for hi- erarchical omics data integration and phenotype prediction from a new genotype,

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:21:32.880332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation dde640ec-0ae4-4e90-b12e-44edb69069cf · outbound

This paper cites Hierarchical multi-omics data integration and modeling predict cell-specific chemical proteomics and drug responses,.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery Hierarchical multi-omics data integration and modeling predict cell-specific chemical proteomics and drug responses,

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:21:32.703811Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e564533a-acf3-4407-bf8e-7da059c5d7e9 · outbound

This paper cites The central nervous system and the gut microbiome,.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery The central nervous system and the gut microbiome,

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:21:32.545999Z

Source-reported events for the cited work

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Observation 7d07b86f-5d60-4eb7-ba7c-193da0242c7a · outbound

This paper cites The link between chronic kidney disease and cardiovascular disease,.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery The link between chronic kidney disease and cardiovascular disease,

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:21:32.323894Z

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Observation 34ec0585-bed8-428a-8e37-8ee0e7b89bc2 · outbound

This paper cites The dawn of spatial omics,.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery The dawn of spatial omics,

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:21:32.131643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f5a302e9-44e4-46ff-8c52-da62887e3188 · outbound

This paper cites Multi-organ single-cell analy- sis reveals an on/off switch system with potential for personalized treatment of immunological diseases,.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery Multi-organ single-cell analy- sis reveals an on/off switch system with potential for personalized treatment of immunological diseases,

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:21:31.997094Z

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Observation 945d1135-b9fe-49df-a376-3b694c927c81 · outbound

This paper cites Programmable biology through artificial intelligence: from nucleic acids to proteins to cells,.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery Programmable biology through artificial intelligence: from nucleic acids to proteins to cells,

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:21:31.811254Z

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Observation 52ab0f9c-1219-499f-ac67-42a71202c20f · outbound

This paper cites Dissecting key regulators of transcriptome kinetics through scalable single-cell rna profiling of pooled crispr screens,.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery Dissecting key regulators of transcriptome kinetics through scalable single-cell rna profiling of pooled crispr screens,

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:21:31.612773Z

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Observation f21ef131-cc56-4357-8636-53bc839f3c1a · outbound

This paper cites Scalable ge- netic screening for regulatory circuits using compressed perturb-seq,.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery Scalable ge- netic screening for regulatory circuits using compressed perturb-seq,

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:21:31.382358Z

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Observation 1480a7a3-67ae-41bb-a87f-9128b83224b4 · outbound

This paper cites Epigenome editing technologies for discovery and medicine,.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery Epigenome editing technologies for discovery and medicine,

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:21:31.182257Z

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Observation ed8acec0-08cf-471c-baff-0b3dd9a793ce · outbound

This paper cites Drug-seq for miniaturized high- throughput transcriptome profiling in drug discovery,.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery Drug-seq for miniaturized high- throughput transcriptome profiling in drug discovery,

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:21:30.996957Z

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Observation 2cc3df28-4445-42c6-8c14-0c51b23be8d5 · outbound

This paper cites Image-based profiling for drug discovery: due for a machine-learning up- grade?,.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery Image-based profiling for drug discovery: due for a machine-learning up- grade?,

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:21:30.835395Z

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Observation 7729e013-4de1-46d7-ae70-5b6391648f49 · outbound

This paper cites Comprehensive transcription factor perturbations recapitulate fibroblast transcriptional states,.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery Comprehensive transcription factor perturbations recapitulate fibroblast transcriptional states,

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:21:30.663870Z

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Observation 442524c2-484e-43b2-9ae5-ba8775323ff8 · outbound

This paper cites Pre- dicting cellular responses to novel drug perturbations at a single-cell res- olution,.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery Pre- dicting cellular responses to novel drug perturbations at a single-cell res- olution,

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:21:30.468464Z

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Observation f23d862b-2330-4828-9852-66a979694359 · outbound

This paper cites Predicting transcriptional out- comes of novel multigene perturbations with gears,.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery Predicting transcriptional out- comes of novel multigene perturbations with gears,

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:21:30.276467Z

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Observation 4ef3746e-3647-404c-a330-c15d2ede5dbc · outbound

This paper cites an unresolved cited work.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery Unresolved cited work

Reference 61

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:21:30.065614Z

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Observation ba2bab82-7080-4953-8570-3649d894713a · outbound

This paper cites Dig- itize your biology! modeling multicellular systems through interpretable cell behavior,.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery Dig- itize your biology! modeling multicellular systems through interpretable cell behavior,

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:21:29.874634Z

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Observation 7c8843bd-6ef2-4c33-b689-f0d8c21813b0 · outbound

This paper cites Tackling the challenges of new approach methods for predicting drug ef- fects from model systems,.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery Tackling the challenges of new approach methods for predicting drug ef- fects from model systems,

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:21:29.725977Z

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Observation 6f7f913f-9fc6-4454-a318-50480ac8e0d3 · outbound

This paper cites Drug targeting in psychi- atric disorders—how to overcome the loss in translation?,.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery Drug targeting in psychi- atric disorders—how to overcome the loss in translation?,

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:21:29.536045Z

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Observation bfaf58cf-81ab-47e8-9e94-56b02dda0339 · outbound

This paper cites A deep learning framework for high-throughput mechanism-driven phenotype compound screening and its application to covid-19 drug repurposing,.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery A deep learning framework for high-throughput mechanism-driven phenotype compound screening and its application to covid-19 drug repurposing,

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:21:29.410567Z

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Observation 235cc61e-f7ee-4840-aa4a-fad7756b6a7b · outbound

This paper cites Integration of toxicogenomics and physiologically based pharmacokinetic modeling in human health risk as- sessment of perfluorooctane sulfonate,.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery Integration of toxicogenomics and physiologically based pharmacokinetic modeling in human health risk as- sessment of perfluorooctane sulfonate,

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:21:29.284986Z

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Observation d84a6d2b-ac77-41d2-8846-cb9869ef099a · outbound

This paper cites A context-aware deconfounding au- toencoder for robust prediction of personalized clinical drug response from cell-line compound screening,.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery A context-aware deconfounding au- toencoder for robust prediction of personalized clinical drug response from cell-line compound screening,

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:21:29.122445Z

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Observation 6357a5a0-e6b2-46fe-9024-5303c5223511 · outbound

This paper cites Towards Out-Of-Distribution Generalization: A Survey.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery Towards Out-Of-Distribution Generalization: A Survey

Reference 68

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Observation e7efcb88-9109-4f78-b97d-dcd1b7845b95 · outbound

This paper cites Unlocking gene regulation with sequence-to-function models,.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery Unlocking gene regulation with sequence-to-function models,

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:21:29.069020Z

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Observation 597f199b-7be8-4ea4-aad7-121018ecf37e · outbound

This paper cites Towards the prediction of general biomolecular interactions with ai,.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery Towards the prediction of general biomolecular interactions with ai,

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:21:29.047664Z

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Observation d84cbc98-8ece-42cf-bfeb-334308916bea · outbound

This paper cites Progress and opportunities of foundation models in bioinformatics,.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery Progress and opportunities of foundation models in bioinformatics,

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:21:29.022346Z

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Observation 45e9116a-3eaa-416e-a934-634fa1283821 · outbound

This paper cites A survey of uncertainty in deep neu- ral networks,.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery A survey of uncertainty in deep neu- ral networks,

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:21:28.999767Z

Source-reported events for the cited work

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Observation 6a659c41-268f-40c3-9e27-9fc7afeae408 · outbound

This paper cites Application of uncertainty quantification to artificial intelligence in healthcare: A review of last decade (2013–2023),.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery Application of uncertainty quantification to artificial intelligence in healthcare: A review of last decade (2013–2023),

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:21:28.977417Z

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Observation b9a7f2d0-f3f8-49f6-af94-19ded0b7fc63 · outbound

This paper cites A survey on uncertainty quan- tification methods for deep learning,.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery A survey on uncertainty quan- tification methods for deep learning,

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-06T14:21:28.407124Z

Source-reported events for the cited work

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Observation bfa26e34-aeea-4e46-b2c5-b0757075718b · outbound

This paper cites Explainable ai: A review of machine learning interpretability methods,.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery Explainable ai: A review of machine learning interpretability methods,

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:21:28.953641Z

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Observation 29af88da-f45d-4b0f-abf7-92119cb133f7 · outbound

This paper cites Causal machine learning for healthcare and precision medicine,.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery Causal machine learning for healthcare and precision medicine,

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:21:28.936033Z

Source-reported events for the cited work

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Observation 1df12752-7b2b-4ee7-87a8-f50061ef26b7 · outbound

This paper cites Causal inference in drug discovery and de- velopment,.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery Causal inference in drug discovery and de- velopment,

Reference 77

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:21:28.920573Z

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Observation 6834a81a-afd3-402f-8e68-78a8925b151b · outbound

This paper cites A Gentle Introduction to Conformal Prediction and Distribution-Free Uncertainty Quantification.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery A Gentle Introduction to Conformal Prediction and Distribution-Free Uncertainty Quantification

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-06T14:21:28.426228Z

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Observation e4e44bb7-fd76-4898-b3ea-b275820de854 · outbound

This paper cites emosaic: Multi-modal out-of- distribution uncertainty quantification streamlines large-scale polypharma- cology,.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery emosaic: Multi-modal out-of- distribution uncertainty quantification streamlines large-scale polypharma- cology,

Reference 79

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:21:28.904669Z

Source-reported events for the cited work

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Observation e67aa5f2-a5f0-4d04-bfb7-3ff9c08a0204 · outbound

This paper cites Appli- cations of genome-scale metabolic models to the study of human diseases: A systematic review,.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery Appli- cations of genome-scale metabolic models to the study of human diseases: A systematic review,

Reference 80

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:21:28.886912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f1c7fb48-032a-469e-b4f6-f9cf6b396736 · outbound

This paper cites Protocol for hybrid flux balance, statis- tical, and machine learning analysis of multi-omic data from the cyanobac- terium synechococcus sp. pcc 7002,.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery Protocol for hybrid flux balance, statis- tical, and machine learning analysis of multi-omic data from the cyanobac- terium synechococcus sp. pcc 7002,

Reference 81

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:21:28.868879Z

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Observation c7aafa71-29c4-4a8e-a234-a669bdd63079 · outbound

This paper cites Integration of machine learning and genome- scale metabolic modeling identifies multi-omics biomarkers for radiation resistance,.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery Integration of machine learning and genome- scale metabolic modeling identifies multi-omics biomarkers for radiation resistance,

Reference 82

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:21:28.853306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c5492ad8-bab6-4181-9279-c984c1837511 · outbound

This paper cites Unsupervised representa- tion learning on high-dimensional clinical data improves genomic discovery and prediction,.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery Unsupervised representa- tion learning on high-dimensional clinical data improves genomic discovery and prediction,

Reference 83

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:21:28.837106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 41912350-b16a-4062-a3b6-3b8d4cb3bc29 · outbound

This paper cites Predicting pharmacodynamic effects through early drug discovery with artificial intelligence-physiologically based pharmacoki- netic (ai-pbpk) modelling,.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery Predicting pharmacodynamic effects through early drug discovery with artificial intelligence-physiologically based pharmacoki- netic (ai-pbpk) modelling,

Reference 84

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:21:28.821425Z

Source-reported events for the cited work

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Observation b7d1b229-a55a-4e9f-bbfd-45584372ee58 · outbound

This paper cites Whole person research and coordination center,.

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery Whole person research and coordination center,

Reference 85

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:21:28.804688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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