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Paper Citation Record · LEDGER

GENIE-ASI: Generative Instruction and Executable Code for Analog Subcircuit Identification

As of 20 August 2026, this Paper Citation Record lists 68 of 68 outbound references and 2 inbound Pith citation observations for arXiv:2508.19393.

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

pith.paper-citation-record.v1
2508.19393 v1

Coverage vector

measured 68 of 68 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T16:57:19.349870Z

measured 70 of 70 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T15:02:49.195268Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-11T04:17:45.834119Z

Reference resolution

68 of 68 outbound references displayed

  • verified exact0
  • verified fuzzy42
  • unresolved26
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2bbe3b67-2ddc-483c-849a-b80f9ece549a · outbound

This paper cites FUBOCO: Structure synthesis of basic op-amps by FUnctional BlOck COmposition.

GENIE-ASI: Generative Instruction and Executable Code for Analog Subcircuit Identification FUBOCO: Structure synthesis of basic op-amps by FUnctional BlOck COmposition

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:57:20.140359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:57:19.068538Z digest=sha256:f45517713a113c3e90e89784d49d9df924a53ecff9e8e82272c395e42290f326

Observation 6ed87f3b-4de0-4d4d-9909-3c836ebe260e · outbound

This paper cites Achieving analog layout integrity through learning and migration.

GENIE-ASI: Generative Instruction and Executable Code for Analog Subcircuit Identification Achieving analog layout integrity through learning and migration

Reference 2

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verified fuzzy
raw_fallback, observed 2026-08-15T16:57:20.130017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:57:19.073865Z digest=sha256:831e7a728794b34dd23b619150eb2dd24b339e344e537017fd0e976289314b7c

Observation e8c62205-2ddb-4743-bce4-3397064b1c15 · outbound

This paper cites GANA: Graph convolutional network based automated netlist annotation for analog circuits.

GENIE-ASI: Generative Instruction and Executable Code for Analog Subcircuit Identification GANA: Graph convolutional network based automated netlist annotation for analog circuits

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:57:20.119822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:57:19.077934Z digest=sha256:441480ea0f0a830c66cce69e049ecb476acfe0d6bedb1c98553e6bc7fe9e7514

Observation b3fc7dab-2060-406a-a527-690560abb6b4 · outbound

This paper cites Analog circuit topological feature extraction with unsupervised learning of new sub-structures.

GENIE-ASI: Generative Instruction and Executable Code for Analog Subcircuit Identification Analog circuit topological feature extraction with unsupervised learning of new sub-structures

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:57:20.109235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:57:19.082031Z digest=sha256:a1f9232daf7da874ec4c384edd1555bd46cf259544e3f87c90058f974180b337

Observation e9d5695d-1f51-44fc-a7f7-cb88685336ec · outbound

This paper cites A functional block decomposition method for automatic op-amp design.

GENIE-ASI: Generative Instruction and Executable Code for Analog Subcircuit Identification A functional block decomposition method for automatic op-amp design

Reference 5

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verified fuzzy
raw_fallback, observed 2026-08-15T16:57:20.098776Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:57:19.085777Z digest=sha256:e0c6a8c39498225ce48f7e0b2de9100a287053d062fa55b29ce69997ac9db009

Observation 80c8b632-79e9-4b13-a2e3-7d353d964559 · outbound

This paper cites The sizing rules method for CMOS and bipolar analog integrated circuit synthesis.

GENIE-ASI: Generative Instruction and Executable Code for Analog Subcircuit Identification The sizing rules method for CMOS and bipolar analog integrated circuit synthesis

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:57:20.087970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:57:19.089895Z digest=sha256:c77724c32ded23bc3b2b837a3439a005c24aa2b3538e6ed090f5ad95dc06571a

Observation 34b950b0-963c-45d4-9a1b-c865adb6694b · outbound

This paper cites A general approach for identifying hierarchical symmetry constraints for analog circuit layout.

GENIE-ASI: Generative Instruction and Executable Code for Analog Subcircuit Identification A general approach for identifying hierarchical symmetry constraints for analog circuit layout

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:57:20.076383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:57:19.094049Z digest=sha256:c174e523c688718c131deab536f8128e116d4d6e3db89e664e732d12da84fdf3

Observation 7fa69590-d332-474b-8421-cd8670a9081b · outbound

This paper cites Fully automated analog sub-circuit clustering with graph convolutional neural networks.

GENIE-ASI: Generative Instruction and Executable Code for Analog Subcircuit Identification Fully automated analog sub-circuit clustering with graph convolutional neural networks

Reference 8

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verified fuzzy
raw_fallback, observed 2026-08-15T16:57:20.065422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:57:19.097718Z digest=sha256:6f9eff696bb6f7fdaec3c61d181fbf317fe4fb59e8df818591c5674ceac00976

Observation edf6487f-b5fd-4a05-ad3e-1c5bdf4a2e3d · outbound

This paper cites Classification of analog circuits based on graph convolution network.

GENIE-ASI: Generative Instruction and Executable Code for Analog Subcircuit Identification Classification of analog circuits based on graph convolution network

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:57:20.054373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:57:19.101336Z digest=sha256:7cbb393ec109ca0da3e9f7764c70e128814b2fafae56b798cbf70c4211a331b7

Observation ce078090-bb81-4c4e-b36f-3a09dd73e176 · outbound

This paper cites GNN-based hierarchical annotation for analog circuits.

GENIE-ASI: Generative Instruction and Executable Code for Analog Subcircuit Identification GNN-based hierarchical annotation for analog circuits

Reference 10

Resolution
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raw_fallback, observed 2026-08-15T16:57:20.043019Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:57:19.105672Z digest=sha256:d6c9dcdfaec302afb771499b4d31bc52b817893c73948d9ba61d5fb629970ab4

Observation 133f9506-9e53-4104-a07c-054de8af4735 · outbound

This paper cites Efficient subgraph matching framework for fast subcircuit identifica- tion.

GENIE-ASI: Generative Instruction and Executable Code for Analog Subcircuit Identification Efficient subgraph matching framework for fast subcircuit identifica- tion

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:57:20.031842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:57:19.110068Z digest=sha256:95adee8294247f0c2f9a0ce4cb2d632201cedd2c5b375aa3f4c8957d15ac67aa

Observation eb182e06-13c2-4e6f-8c7c-7a4ca7787919 · outbound

This paper cites Analogcoder: Analog circuit design via training-free code generation.

GENIE-ASI: Generative Instruction and Executable Code for Analog Subcircuit Identification Analogcoder: Analog circuit design via training-free code generation

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:57:20.020134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:57:19.114183Z digest=sha256:1c951b2766de8caa1dec7cf5ac7fb57fc76994e5716ca25e408f7da1f48d4bac

Observation 9244dac5-d5e7-4945-b8c7-ee03a6182cfd · outbound

This paper cites GPT-4 Technical Report.

GENIE-ASI: Generative Instruction and Executable Code for Analog Subcircuit Identification GPT-4 Technical Report

Reference 13

Resolution
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no resolver link, observed 2026-08-15T16:57:19.117680Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:57:19.117680Z digest=sha256:adb010bb3f94c6f0d9b86f6abf6f2e4fa36af20a62252ba08dec779d6ed03c8f

Observation 4ca1d610-cae0-4276-9dba-5481ae50ca5c · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

GENIE-ASI: Generative Instruction and Executable Code for Analog Subcircuit Identification LLaMA: Open and Efficient Foundation Language Models

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-15T16:57:19.121393Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:57:19.121393Z digest=sha256:730b8aa83058222e18400617e7baecc7bfe9fe09cd1aa64d4a9b36efc259c2b5

Observation 282d3d7b-178a-48a0-9a91-d029f918f590 · outbound

This paper cites Gemini: A Family of Highly Capable Multimodal Models.

GENIE-ASI: Generative Instruction and Executable Code for Analog Subcircuit Identification Gemini: A Family of Highly Capable Multimodal Models

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-15T16:57:19.124788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:57:19.124788Z digest=sha256:5ccb4623d369286614af02f1cba9ba8c0f0ce18547941de37156ddecc7165d3a

Observation a0d2615e-b9bc-4d48-910d-bfb686d9ec12 · outbound

This paper cites Chain-of-thought prompting elicits reasoning in large language models.

GENIE-ASI: Generative Instruction and Executable Code for Analog Subcircuit Identification Chain-of-thought prompting elicits reasoning in large language models

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:57:20.009866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:57:19.128701Z digest=sha256:de73cae6840c3aceb4e5ff6bf89af169c0c4a8965e7a432304f5be9ff0076c20

Observation 0b2d7e27-a9a7-4d46-ba2e-40bec0fac372 · outbound

This paper cites A Survey on In-context Learning.

GENIE-ASI: Generative Instruction and Executable Code for Analog Subcircuit Identification A Survey on In-context Learning

Reference 17

Resolution
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no resolver link, observed 2026-08-15T16:57:19.132608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:57:19.132608Z digest=sha256:fadcc2da08c46e4a40e8fe0bd81d1fcf045267b4eadaf89b811b7dc7bce47d99

Observation 1f711db4-d318-4554-bd73-c40a11e42814 · outbound

This paper cites Self-Reflection in LLM Agents: Effects on Problem-Solving Performance.

GENIE-ASI: Generative Instruction and Executable Code for Analog Subcircuit Identification Self-Reflection in LLM Agents: Effects on Problem-Solving Performance

Reference 18

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no resolver link, observed 2026-08-15T16:57:19.136443Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:57:19.136443Z digest=sha256:a1aca6ef6e12c5087004db5f2bf321135b79715dfd42dbd1cc6c8170149a3500

Observation cbcd36fd-dab0-4a93-b5a2-9b14dd48c17c · outbound

This paper cites Self-refine: Iterative refinement with self-feedback.

GENIE-ASI: Generative Instruction and Executable Code for Analog Subcircuit Identification Self-refine: Iterative refinement with self-feedback

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:57:19.998676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:57:19.140436Z digest=sha256:89e9cadbbec25a1caf9de5e7c988f830fc32a4edc71b3669b9821ce75b2c606f

Observation 0dca62c8-f567-4a86-a3d8-d1f43838059d · outbound

This paper cites ChipNeMo: Domain-Adapted LLMs for Chip Design.

GENIE-ASI: Generative Instruction and Executable Code for Analog Subcircuit Identification ChipNeMo: Domain-Adapted LLMs for Chip Design

Reference 20

Resolution
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no resolver link, observed 2026-08-15T16:57:19.144331Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:57:19.144331Z digest=sha256:af3349d936d64d8fd5d19f01402d403d6460cab87ac98c6bed6971b108a576ff

Observation d2b7f11a-df7b-4079-a25e-a4c15ef04771 · outbound

This paper cites Verilogcoder: Autonomous verilog coding agents with graph-based planning and abstract syntax tree (ast)- based waveform tracing tool.

GENIE-ASI: Generative Instruction and Executable Code for Analog Subcircuit Identification Verilogcoder: Autonomous verilog coding agents with graph-based planning and abstract syntax tree (ast)- based waveform tracing tool

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:57:19.985853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:57:19.148304Z digest=sha256:34122832b2d82316861ef41c159be28e9e3bad13a0256f2fd1f7383c1d823c03

Observation 8d5327ab-db0c-4223-8c50-2cff045074be · outbound

This paper cites RTLFixer: Automatically fixing RTL syntax errors with large language model.

GENIE-ASI: Generative Instruction and Executable Code for Analog Subcircuit Identification RTLFixer: Automatically fixing RTL syntax errors with large language model

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:57:19.972957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:57:19.151831Z digest=sha256:e50b7b323a541d4d6636cc87dc990bbce625145493ac8b9680418f68df1d5d53

Observation 7b379721-7a08-4660-8f94-51b7acbb6e7b · outbound

This paper cites Advanced Large Language Model (LLM)-Driven Verilog Development: Enhancing Power, Performance, and Area Optimization in Code Synthesis.

GENIE-ASI: Generative Instruction and Executable Code for Analog Subcircuit Identification Advanced Large Language Model (LLM)-Driven Verilog Development: Enhancing Power, Performance, and Area Optimization in Code Synthesis

Reference 23

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no resolver link, observed 2026-08-15T16:57:19.155739Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:57:19.155739Z digest=sha256:a791ca3ae681d33762f35e25a5f3f82a17e0277af1c43bfa7f229b848b6dc299

Observation 9bee7ad9-de0f-4e8d-aae3-e124ae47275c · outbound

This paper cites Schemato -- An LLM for Netlist-to-Schematic Conversion.

GENIE-ASI: Generative Instruction and Executable Code for Analog Subcircuit Identification Schemato -- An LLM for Netlist-to-Schematic Conversion

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-15T16:57:19.159519Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:57:19.159519Z digest=sha256:a162e81f596b3d0a8addd03dcc3cfb15a867916416f2676346c7b8788d4ef485

Observation 5328680d-2795-48b3-84d2-eff9181b294f · outbound

This paper cites AnalogXpert: Automating Analog Topology Synthesis by Incorporating Circuit Design Expertise into Large Language Models.

GENIE-ASI: Generative Instruction and Executable Code for Analog Subcircuit Identification AnalogXpert: Automating Analog Topology Synthesis by Incorporating Circuit Design Expertise into Large Language Models

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-15T16:57:19.163657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:57:19.163657Z digest=sha256:1e1afd31459ce9f5d15cac1117e12c4eba1b1da0756845837796e35a64adf754

Observation b06a9abd-5f25-455c-a9b6-68df1cda0ecc · outbound

This paper cites SPICED: Syntactical bug and trojan pattern identification in a/ms circuits using llm-enhanced detection.

GENIE-ASI: Generative Instruction and Executable Code for Analog Subcircuit Identification SPICED: Syntactical bug and trojan pattern identification in a/ms circuits using llm-enhanced detection

Reference 26

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verified fuzzy
raw_fallback, observed 2026-08-15T16:57:19.960282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:57:19.167971Z digest=sha256:a018b859fa07a1595867c5f9efb7be045f8e078795ef5fa3057787110dde4cd3

Observation 1e1eb650-2302-409b-b86a-35e806cad18d · outbound

This paper cites Machine learning based structure recognition in analog schematics for constraints generation.

GENIE-ASI: Generative Instruction and Executable Code for Analog Subcircuit Identification Machine learning based structure recognition in analog schematics for constraints generation

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:57:19.946821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:57:19.171418Z digest=sha256:5f802b4ee7444c376abf982bda0e775443d43205bf4fbcb49bfb8e8b7d75429a

Observation e6c871d4-031f-4687-a21f-a4c7340986f9 · outbound

This paper cites What’s Wrong with Your Code Generated by Large Language Models? An Extensive Study.(2024).

GENIE-ASI: Generative Instruction and Executable Code for Analog Subcircuit Identification What’s Wrong with Your Code Generated by Large Language Models? An Extensive Study.(2024)

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:57:19.934609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:57:19.175458Z digest=sha256:3610426c82fb10fb1835aea083049951ae825ed2dcd004ec9889e5315f80ced1

Observation 83565a4c-80b7-444a-9126-35304835ed13 · outbound

This paper cites Beyond Instruction Following: Evaluating Inferential Rule Following of Large Language Models.

GENIE-ASI: Generative Instruction and Executable Code for Analog Subcircuit Identification Beyond Instruction Following: Evaluating Inferential Rule Following of Large Language Models

Reference 29

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unresolved
no resolver link, observed 2026-08-15T16:57:19.179609Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:57:19.179609Z digest=sha256:b808b8a825508194d332ed62bda861664765e2376b7bbbc0b7063a1d432b0693

Observation a2fca432-57dc-4504-ab8d-58500e6edbf5 · outbound

This paper cites acst: Analog Circuit Synthesis Tool.

GENIE-ASI: Generative Instruction and Executable Code for Analog Subcircuit Identification acst: Analog Circuit Synthesis Tool

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:57:19.921500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:57:19.183367Z digest=sha256:5ae1ff1beb495fc0ca322ccb710bd7cbcb72f384f2a1ede751de4204162b3f04

Observation f177806a-97a9-4fc3-989a-a946ac7db8c3 · outbound

This paper cites Introducing meta llama 3: The most capable openly available llm to date.

GENIE-ASI: Generative Instruction and Executable Code for Analog Subcircuit Identification Introducing meta llama 3: The most capable openly available llm to date

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:57:19.909246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:57:19.187192Z digest=sha256:ded185650fcc9fcc3690bc69a5624b42307c02ed4839b4f9d07696757e03d621

Observation cbecfe66-b6fd-4f45-bd08-4615374cfe79 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

GENIE-ASI: Generative Instruction and Executable Code for Analog Subcircuit Identification DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 32

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unresolved
no resolver link, observed 2026-08-15T16:57:19.190421Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:57:19.190421Z digest=sha256:4108bafcc4a8d9c10b291c3ee70e4413b89dc82bf84374898aa7faa457ebe592

Observation dbffaae1-8a74-4995-a99e-b13b7cb85512 · outbound

This paper cites an unresolved cited work.

GENIE-ASI: Generative Instruction and Executable Code for Analog Subcircuit Identification Unresolved cited work

Reference 33

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unresolved
raw_fallback, observed 2026-08-15T16:57:19.897899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:57:19.193872Z digest=sha256:8a8e378b3371ab49b5efc47cbb91a1e9f7ee858c76dd400865bef61ee050a46d

Observation 84ae2f4b-2604-4eb3-b85e-140746f20e7e · outbound

This paper cites Gemini 2.5: Our most intelligent AI model.

GENIE-ASI: Generative Instruction and Executable Code for Analog Subcircuit Identification Gemini 2.5: Our most intelligent AI model

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:57:19.887074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:57:19.197461Z digest=sha256:6e6ece6dbb58f1aba9f801ecc42cc34ced37d9fd8e10bc0de2b419cd3136a5f6

Observation 2c233a3c-e462-408a-9ea7-a8e996bc9fd8 · outbound

This paper cites Grok 3 Beta — The Age of Reasoning Agents.

GENIE-ASI: Generative Instruction and Executable Code for Analog Subcircuit Identification Grok 3 Beta — The Age of Reasoning Agents

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:57:19.863871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:57:19.204844Z digest=sha256:6213138b1777f060fc57ef7b1a866d14eabdd96287031b2121af396661cb7dad

Observation 8cefcc90-e06e-468e-bbdc-f6cc0bca3f80 · outbound

This paper cites Anygraph: Graph foundation model in the wild.

GENIE-ASI: Generative Instruction and Executable Code for Analog Subcircuit Identification Anygraph: Graph foundation model in the wild

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-15T16:57:19.208151Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:57:19.208151Z digest=sha256:a84e935f8ea17faa97d2e9de0f4320400e38beee5887ae33b4f3addfc4b599d8

Observation 380df5ba-0b27-4e09-9f12-61d24c39ddf4 · outbound

This paper cites AnyGraph: Graph Foundation Model in the Wild.

GENIE-ASI: Generative Instruction and Executable Code for Analog Subcircuit Identification AnyGraph: Graph Foundation Model in the Wild

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:57:19.846829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:57:19.211712Z digest=sha256:4536f37afee232413a76b95ee3c998ebf581cc26d912b4d2c60321354e4021f8

Observation e79a4fd1-1c0b-4dd9-95f6-264e54b6b328 · outbound

This paper cites "" python def findSubCircuit(netlist: str):.

GENIE-ASI: Generative Instruction and Executable Code for Analog Subcircuit Identification "" python def findSubCircuit(netlist: str):

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:57:19.743505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:57:19.241722Z digest=sha256:73451edc1e672cdee5458564970ea9dfb903672f5fbdf7d29a458f6bf09c7fb4

Observation 34f92add-37ee-4622-96a7-69ad85e829bc · outbound

This paper cites - For each MOSFET, record its instance name, type (NMOS or PMOS), and node connections (drain, gate, source, bulk).

GENIE-ASI: Generative Instruction and Executable Code for Analog Subcircuit Identification - For each MOSFET, record its instance name, type (NMOS or PMOS), and node connections (drain, gate, source, bulk)

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:57:19.835992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:57:19.245443Z digest=sha256:00699ecc59387d4f75af60816992c4cc455fc157b50a56bc94d2cae916cbc930

Observation 22edf2e0-2a7d-4975-acd1-8a8b6fada578 · outbound

This paper cites an unresolved cited work.

GENIE-ASI: Generative Instruction and Executable Code for Analog Subcircuit Identification Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:57:19.824999Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:57:19.248870Z digest=sha256:475a06e48309c9b62bc1e96c2b1e0e47905dc5d1353874d044e69b953e513aac

Observation 7391b7a2-994b-47f8-8e3c-a9a23d04f9f4 · outbound

This paper cites an unresolved cited work.

GENIE-ASI: Generative Instruction and Executable Code for Analog Subcircuit Identification Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:57:19.812905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:57:19.252306Z digest=sha256:83bf32f5ef10db90817f379961eb7ce7695ba29a7863f98ab0e270295c37fa40

Observation 6619ca07-0e5a-440c-b0cb-25dc08a3cfbd · outbound

This paper cites an unresolved cited work.

GENIE-ASI: Generative Instruction and Executable Code for Analog Subcircuit Identification Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:57:19.794314Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:57:19.255676Z digest=sha256:7a57ef3af4b207ba3a8a1db15ad9733c7802dccecc2b9898ec29647d96832e0f

Observation 5c8a976e-eba4-450f-af81-19749e96aacf · outbound

This paper cites an unresolved cited work.

GENIE-ASI: Generative Instruction and Executable Code for Analog Subcircuit Identification Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:57:19.779919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:57:19.259970Z digest=sha256:1615c4057deee818e96311a99305f8ab2d8623fe5b7a6fa08cc598e12ef392c4

Observation 7445c7a7-8dca-4117-8b91-de3cbbda286e · outbound

This paper cites an unresolved cited work.

GENIE-ASI: Generative Instruction and Executable Code for Analog Subcircuit Identification Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:57:19.765025Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:57:19.263930Z digest=sha256:93dc29e75140edf5b7e788ef5fd154c0daeaf0d3b02cd4067b04ef8c30bdbe57

Observation 6c1f5822-ea81-431f-b4c8-7f10a5a4a868 · outbound

This paper cites an unresolved cited work.

GENIE-ASI: Generative Instruction and Executable Code for Analog Subcircuit Identification Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:57:19.753751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:57:19.267567Z digest=sha256:6fd02c37354d1a1a1d43e795345be47043a5392f4a99bdbc696599b68e1edc1f

Observation f0f8a094-d026-4bb0-8c55-c2fde87b4374 · outbound

This paper cites "" # 1. Parse MOSFETs lines = [ l.strip() for l in netlist.splitlines() if l.strip() and not l.strip().startswith(.

GENIE-ASI: Generative Instruction and Executable Code for Analog Subcircuit Identification "" # 1. Parse MOSFETs lines = [ l.strip() for l in netlist.splitlines() if l.strip() and not l.strip().startswith(

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:57:19.731193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:57:19.270936Z digest=sha256:62822cbb266fe56afb22fdc8b8c89038f3a1a0bc9c2f71f92a1cbc671c7097b8

Observation d737e9bb-0291-4378-884d-9f74ce1216d5 · outbound

This paper cites an unresolved cited work.

GENIE-ASI: Generative Instruction and Executable Code for Analog Subcircuit Identification Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:57:19.719992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:57:19.274776Z digest=sha256:94ca2d4914f4ffc1ff4e43cb476ef336864ee30b62003a202f4c5903f289e9b7

Observation 97ea34d9-baa7-446f-abae-c245cae67a29 · outbound

This paper cites If true, mark it as a diode-connected transistor.

GENIE-ASI: Generative Instruction and Executable Code for Analog Subcircuit Identification If true, mark it as a diode-connected transistor

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:57:19.708495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:57:19.278884Z digest=sha256:a14f8913d8b70ec551075b0245a9c2d96028c4895f7f46d21050396054fe49f5

Observation 60d11c17-e386-45a9-bfd1-239f91dcbe06 · outbound

This paper cites an unresolved cited work.

GENIE-ASI: Generative Instruction and Executable Code for Analog Subcircuit Identification Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:57:19.697641Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:57:19.282569Z digest=sha256:d137c07fecab85105030dde59bb5382c3e38fdbbb5af18d0276028d47f5829b2

Observation b8bdc7c1-f34e-4ac0-a9a4-3692e8af5484 · outbound

This paper cites an unresolved cited work.

GENIE-ASI: Generative Instruction and Executable Code for Analog Subcircuit Identification Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:57:19.687883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:57:19.287303Z digest=sha256:1322a3fa21c4c8e9689e8b1da93e8d2f5df75f05e79777d5260e5f7e6d9279ec

Observation e0fcfd92-0c12-47c2-af88-0ca79053abc4 · outbound

This paper cites These are load capacitors.

GENIE-ASI: Generative Instruction and Executable Code for Analog Subcircuit Identification These are load capacitors

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:57:19.677920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:57:19.290731Z digest=sha256:72ea1f652caf8250c67a1bd7f824f1296f94a0e163ebf52c196405010d2ade74

Observation 8795e0bc-d240-4be5-be66-e74ee200129d · outbound

This paper cites an unresolved cited work.

GENIE-ASI: Generative Instruction and Executable Code for Analog Subcircuit Identification Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:57:19.668298Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:57:19.294585Z digest=sha256:85a547991bfcbbbdb07269cdabaa789ee3c5d7806a8caa1b8e73360530cbb9b5

Observation 2c293eae-1aba-49d7-8da8-b76532567a44 · outbound

This paper cites These are compensation capacitors.

GENIE-ASI: Generative Instruction and Executable Code for Analog Subcircuit Identification These are compensation capacitors

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:57:19.658484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:57:19.298341Z digest=sha256:391f099a213fc1295806d72457cc212bd3139ebb468329c721b8a11b0508b13f

Observation 3e1276eb-d2d8-478b-a51d-84e6c53b8f4f · outbound

This paper cites For each, note: - **Type** (NMOS/PMOS) - **Gate (G)**, **Drain (D)**, **Source (S)**, and **Bulk** nodes - **Diode-connection status** (G connected to D).

GENIE-ASI: Generative Instruction and Executable Code for Analog Subcircuit Identification For each, note: - **Type** (NMOS/PMOS) - **Gate (G)**, **Drain (D)**, **Source (S)**, and **Bulk** nodes - **Diode-connection status** (G connected to D)

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:57:19.648015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:57:19.302527Z digest=sha256:51080de2f69bd711c304fb34c7b25f0a50c0eff5dd0bbdc5c814025d211a4231

Observation b8880b54-4ac1-4048-b8b1-21456eb0a33f · outbound

This paper cites an unresolved cited work.

GENIE-ASI: Generative Instruction and Executable Code for Analog Subcircuit Identification Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:57:19.637452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:57:19.306034Z digest=sha256:f570a728390bcb168333e27615304529576461579eaba8ab31e9bf2beb7946bc

Observation 0dda6408-219a-41bc-9ed8-5b634c832942 · outbound

This paper cites Discard groups without a diode-connected transistor.

GENIE-ASI: Generative Instruction and Executable Code for Analog Subcircuit Identification Discard groups without a diode-connected transistor

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:57:19.627504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:57:19.309620Z digest=sha256:1d5e20cf8cf1fbfdd9b17e5341679ba7d7d75c5964f2a1f7ff0b4fa9f276a18b

Observation d8379a83-0f9d-4399-87c5-2e813e824609 · outbound

This paper cites - PMOS: Source connected to ‘supply‘ or equivalent high-voltage node.

GENIE-ASI: Generative Instruction and Executable Code for Analog Subcircuit Identification - PMOS: Source connected to ‘supply‘ or equivalent high-voltage node

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:57:19.617212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:57:19.313230Z digest=sha256:d1b44122fc67f3f52c0cfcd881791aa92828514ba55f1ade1a071ebc670f739f

Observation 948e43ec-1644-49a6-84db-b40c26505c85 · outbound

This paper cites Include all transistors in the group, even if not diode-connected.

GENIE-ASI: Generative Instruction and Executable Code for Analog Subcircuit Identification Include all transistors in the group, even if not diode-connected

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:57:19.605780Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:57:19.316632Z digest=sha256:bd42bfd89c47df9094f90f835212bf12c1c77eba5027b2e2d2ea47a0a5b64759

Observation 21019432-903f-4744-8ef2-5cea487e7693 · outbound

This paper cites an unresolved cited work.

GENIE-ASI: Generative Instruction and Executable Code for Analog Subcircuit Identification Unresolved cited work

Reference 67

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:57:19.593933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:57:19.320266Z digest=sha256:8e3cacfd7708e3eea4163f205c7035346b19befdd8ee808ce2f5ef36ee9dc412

Observation 7ad2cc80-7331-46d1-bd6e-322b4f3a89b6 · outbound

This paper cites Each transistor can belong to only one current mirror.

GENIE-ASI: Generative Instruction and Executable Code for Analog Subcircuit Identification Each transistor can belong to only one current mirror

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:57:19.582919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:57:19.323750Z digest=sha256:f65e7af95a3b25c1f6e750e8a8d978b8337fc1d2736414a1e1021830c7c7a843

Observation c5933511-d07e-46d3-a1bf-b64be4713668 · outbound

This paper cites - Transistors directly driven by these inputs (gate terminal for MOSFETs) are candidates for the **first amplification stage**.

GENIE-ASI: Generative Instruction and Executable Code for Analog Subcircuit Identification - Transistors directly driven by these inputs (gate terminal for MOSFETs) are candidates for the **first amplification stage**

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:57:19.571844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:57:19.327176Z digest=sha256:586cdb6f837055daf7132195873f796e5ff5136afa3933d7515c8eb6d4b3c024

Observation ff1833d0-9a60-4eef-9942-89d999b0ff89 · outbound

This paper cites - Include transistors directly interacting with these input transistors (e.g., current mirrors or loads for differential pairs).

GENIE-ASI: Generative Instruction and Executable Code for Analog Subcircuit Identification - Include transistors directly interacting with these input transistors (e.g., current mirrors or loads for differential pairs)

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:57:19.559068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:57:19.330450Z digest=sha256:0de28bc5c28b7b3c9b83dbfe75872ff5271d3ded69685843808ea53853e5268c

Observation 2cd5d60b-23e2-42f3-a459-db9471dce432 · outbound

This paper cites - Identify transistors whose gates are driven by these nodes.

GENIE-ASI: Generative Instruction and Executable Code for Analog Subcircuit Identification - Identify transistors whose gates are driven by these nodes

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:57:19.546013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:57:19.334234Z digest=sha256:d91b00a9a7cf7e94edfd91057b1e836609a736915161436ed0d004b48bfc9f79

Observation 75e28a00-f19a-419e-b27c-9e0cae6651ce · outbound

This paper cites - Include complementary pairs (e.g., PMOS/NMOS push-pull) connected to the output node.

GENIE-ASI: Generative Instruction and Executable Code for Analog Subcircuit Identification - Include complementary pairs (e.g., PMOS/NMOS push-pull) connected to the output node

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:57:19.534902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:57:19.338690Z digest=sha256:2728aa14011d769f3369e3a119f767126e464b0e44ded8012ad1e277c7ec2f6d

Observation 6a1bd9c2-b758-4230-9bae-233af8b05c89 · outbound

This paper cites - Look for transistors in a diode configuration or cross-coupled pairs.

GENIE-ASI: Generative Instruction and Executable Code for Analog Subcircuit Identification - Look for transistors in a diode configuration or cross-coupled pairs

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:57:19.523599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:57:19.342661Z digest=sha256:9f1bc1dbf554399bd57fbdad31ac6f5a19a549f171551164525c32b076aff02c

Observation 0fc627ce-f874-4f4f-96b8-73ab1e269f12 · outbound

This paper cites - Include current mirrors, startup circuits, and decoupling transistors not part of signal paths.

GENIE-ASI: Generative Instruction and Executable Code for Analog Subcircuit Identification - Include current mirrors, startup circuits, and decoupling transistors not part of signal paths

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:57:19.511372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:57:19.346298Z digest=sha256:f1a93d6815ea0141791d967b2357fd77b23b87697edea3a8de0196f71e4d8f3e

Observation b4cc849a-c879-4bc4-9f0a-5e2f405515ae · outbound

This paper cites - Look for loops between output and input or intermediate nodes.

GENIE-ASI: Generative Instruction and Executable Code for Analog Subcircuit Identification - Look for loops between output and input or intermediate nodes

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:57:19.498232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:57:19.349870Z digest=sha256:4c7d9f998cf14cccb527d3b04df0be9bbe12ea750b17cc3c5f886dfd2a88fd14

Observation 38de2e8b-1dee-42f6-ae54-18a01d420df6 · outbound

This paper cites an unresolved cited work.

GENIE-ASI: Generative Instruction and Executable Code for Analog Subcircuit Identification Unresolved cited work

Reference 2025

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:57:19.875772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:57:19.201098Z digest=sha256:604d77ab4d26d0686a1bb77a826d991f3caebc9267360bee33657e3b5e889d17

Pith citing papers

Observation e81276e7-035e-4a67-8dba-fc685815ee9f · inbound

NEMESIS: NEtlist-Driven Modeling and Equation Synthesis with Inversion-Aware SPICE Anchoring cites this paper.

NEMESIS: NEtlist-Driven Modeling and Equation Synthesis with Inversion-Aware SPICE Anchoring GENIE-ASI: Generative Instruction and Executable Code for Analog Subcircuit Identification

Reference 28

Resolution
verified exact
local_arxiv, observed 2026-07-11T04:17:45.836588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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WIP: Chat-Debugging: Large Language Model as a Hardware Debugging Assistant cites this paper.

WIP: Chat-Debugging: Large Language Model as a Hardware Debugging Assistant GENIE-ASI: Generative Instruction and Executable Code for Analog Subcircuit Identification

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