Paper Citation Record · LEDGER

Automated HEMT Model Construction from Datasheets via Multi-Modal Intelligence and Prior-Knowledge-Free Optimization

As of 9 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 0 inbound Pith citation observations for arXiv:2507.21430.

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

pith.paper-citation-record.v1
2507.21430 v1

Coverage vector

measured 37 of 37 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T12:53:07.699933Z

measured 37 of 37 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 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

37 of 37 outbound references displayed

verified exact10
verified fuzzy12
unresolved5
parse uncertain0
malformed identifier0
metadata mismatch10

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 577ba7aa-c865-46aa-b728-aac02dae38fd · outbound

This paper cites GaN -Based RF Power Devices and Amplifiers,.

Automated HEMT Model Construction from Datasheets via Multi-Modal Intelligence and Prior-Knowledge-Free Optimization GaN -Based RF Power Devices and Amplifiers,

Reference 1

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T12:53:09.160186Z

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.

Observation 2b7df7d7-b790-4c0e-8fa7-009eeb6b54c2 · outbound

This paper cites Recent Developments, Reliability Issues, Challenges and Applications of GaN HEMT Technology,.

Automated HEMT Model Construction from Datasheets via Multi-Modal Intelligence and Prior-Knowledge-Free Optimization Recent Developments, Reliability Issues, Challenges and Applications of GaN HEMT Technology,

Reference 2

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T12:53:09.090407Z

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.

Observation f686e8ca-6c28-40c6-9fd0-6588136384d3 · outbound

This paper cites TCAD Modeling of GaN HEMT Output Admittance Dispersion through Trap Rate Equation Green’s Functions,.

Automated HEMT Model Construction from Datasheets via Multi-Modal Intelligence and Prior-Knowledge-Free Optimization TCAD Modeling of GaN HEMT Output Admittance Dispersion through Trap Rate Equation Green’s Functions,

Reference 3

Resolution: verified exact; doi, observed 2026-08-06T12:53:08.088849Z

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.

Observation a02be6e6-5950-45d1-af93-8b3184e32099 · outbound

This paper cites Multiphysics Modeling of RF and Microwave High - Power Transistors,.

Automated HEMT Model Construction from Datasheets via Multi-Modal Intelligence and Prior-Knowledge-Free Optimization Multiphysics Modeling of RF and Microwave High - Power Transistors,

Reference 4

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T12:53:09.005830Z

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.

Observation f1ea0ef0-954d-4a59-a13b-a844ce873522 · outbound

This paper cites TCAD modeling of a lateral GaN HEMT using empirical data,.

Automated HEMT Model Construction from Datasheets via Multi-Modal Intelligence and Prior-Knowledge-Free Optimization TCAD modeling of a lateral GaN HEMT using empirical data,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:53:09.322170Z

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.

Observation c07c246c-ec22-4eef-865e-f31f4536004b · outbound

This paper cites Extensions of the Chalmers nonlinear HEMT and MESFET model,.

Automated HEMT Model Construction from Datasheets via Multi-Modal Intelligence and Prior-Knowledge-Free Optimization Extensions of the Chalmers nonlinear HEMT and MESFET model,

Reference 6

Resolution: verified exact; doi, observed 2026-08-06T12:53:08.075431Z

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.

Observation 09d03df8-1a62-4d19-a084-55ee64e93013 · outbound

This paper cites Semi -physical nonlinear circuit model with device/physical parameters for HEMTs,.

Automated HEMT Model Construction from Datasheets via Multi-Modal Intelligence and Prior-Knowledge-Free Optimization Semi -physical nonlinear circuit model with device/physical parameters for HEMTs,

Reference 7

Resolution: verified exact; doi, observed 2026-08-06T12:53:08.061382Z

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.

Observation 06e32146-96ee-4d00-9f95-c91baa90000c · outbound

This paper cites Assessment and Comparison of Measurement-Based Large-Signal FET Models for GaN HEMTs.

Automated HEMT Model Construction from Datasheets via Multi-Modal Intelligence and Prior-Knowledge-Free Optimization Assessment and Comparison of Measurement-Based Large-Signal FET Models for GaN HEMTs

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:53:09.308932Z

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.

Observation 784f4dbb-8610-4557-84cf-0e0f77463328 · outbound

This paper cites A Scalable Knowledge -Based Neural Network Model for GaN HEMTs With Accurate Trapping and Self-Heating Effects Characterization.

Automated HEMT Model Construction from Datasheets via Multi-Modal Intelligence and Prior-Knowledge-Free Optimization A Scalable Knowledge -Based Neural Network Model for GaN HEMTs With Accurate Trapping and Self-Heating Effects Characterization

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:53:09.296131Z

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.

Observation 0743adc5-0579-4aa2-8675-1c4f2ee378ad · outbound

This paper cites A Hybrid GaN HEMT Model Merging Artificial Neural Networks and ASM -HEMT for Parameter Precision and Scalability,.

Automated HEMT Model Construction from Datasheets via Multi-Modal Intelligence and Prior-Knowledge-Free Optimization A Hybrid GaN HEMT Model Merging Artificial Neural Networks and ASM -HEMT for Parameter Precision and Scalability,

Reference 10

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T12:53:08.845463Z

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.

Observation d5767568-be83-471d-a64f-a89bf8f3b59c · outbound

This paper cites Artificial Neural Network Nonlinear Transistor Behavioral Models: Structure and Parameter Determination Process Based on the Cardiff Model,.

Automated HEMT Model Construction from Datasheets via Multi-Modal Intelligence and Prior-Knowledge-Free Optimization Artificial Neural Network Nonlinear Transistor Behavioral Models: Structure and Parameter Determination Process Based on the Cardiff Model,

Reference 11

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T12:53:08.774845Z

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.

Observation 77478704-91d4-4171-abfa-e10e4e108c35 · outbound

This paper cites Surface-Potential-Based Compact Modeling of Gate Current in AlGaN/GaN HEMTs.

Automated HEMT Model Construction from Datasheets via Multi-Modal Intelligence and Prior-Knowledge-Free Optimization Surface-Potential-Based Compact Modeling of Gate Current in AlGaN/GaN HEMTs

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:53:09.282712Z

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.

Observation fe3ba963-e5e7-4fb0-a6a8-8e7562052813 · outbound

This paper cites Device Modeling IC -CAP,.

Automated HEMT Model Construction from Datasheets via Multi-Modal Intelligence and Prior-Knowledge-Free Optimization Device Modeling IC -CAP,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:53:09.269273Z

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.

Observation 62adf06d-78b8-4ba2-9b29-c8175f429f8b · outbound

This paper cites Physics-Based Multi -Bias RF Large -Signal GaN HEMT Modeling and Parameter Extraction Flow,.

Automated HEMT Model Construction from Datasheets via Multi-Modal Intelligence and Prior-Knowledge-Free Optimization Physics-Based Multi -Bias RF Large -Signal GaN HEMT Modeling and Parameter Extraction Flow,

Reference 14

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T12:53:08.672919Z

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.

Observation b0ecf77a-a557-4cc4-abcb-55c6731f8069 · outbound

This paper cites ASM GaN: Industry Standard Model for GaN RF and Power Devices —Part-II: Modeling of Charge Trapping,.

Automated HEMT Model Construction from Datasheets via Multi-Modal Intelligence and Prior-Knowledge-Free Optimization ASM GaN: Industry Standard Model for GaN RF and Power Devices —Part-II: Modeling of Charge Trapping,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T12:53:06.389986Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd55b74a-f55c-4de4-ba67-59903e01c23e · outbound

This paper cites [Tool] Automatically Extracting Hardware Descriptions from PDF Technical Documentation ,.

Automated HEMT Model Construction from Datasheets via Multi-Modal Intelligence and Prior-Knowledge-Free Optimization [Tool] Automatically Extracting Hardware Descriptions from PDF Technical Documentation ,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:53:09.242641Z

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.

Observation 69c211d3-6c19-47a8-bc6f-239b6abbf967 · outbound

This paper cites Automated Extraction of Data from MOSFET Datasheets for Power Converter Design Automation,.

Automated HEMT Model Construction from Datasheets via Multi-Modal Intelligence and Prior-Knowledge-Free Optimization Automated Extraction of Data from MOSFET Datasheets for Power Converter Design Automation,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:53:09.228798Z

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.

Observation 62f78b1b-3687-4026-904d-f8a4ae094aaf · outbound

This paper cites SpecLLM: Exploring Generation and Review of VLSI Design Specification with Large Language Model.

Automated HEMT Model Construction from Datasheets via Multi-Modal Intelligence and Prior-Knowledge-Free Optimization SpecLLM: Exploring Generation and Review of VLSI Design Specification with Large Language Model

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T12:53:06.725231Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2cfd3ccd-7d13-4735-ab22-701f6f096e59 · outbound

This paper cites TinyChart: Efficient Chart Understanding with Visual Token Merging and Program-of-Thoughts Learning.

Automated HEMT Model Construction from Datasheets via Multi-Modal Intelligence and Prior-Knowledge-Free Optimization TinyChart: Efficient Chart Understanding with Visual Token Merging and Program-of-Thoughts Learning

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T12:53:06.867454Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a0430f4-d18b-4203-80a9-6639ab47038e · outbound

This paper cites DocEDA: Automated Extraction and Design of Analog Circuits from Documents with Large Language Model.

Automated HEMT Model Construction from Datasheets via Multi-Modal Intelligence and Prior-Knowledge-Free Optimization DocEDA: Automated Extraction and Design of Analog Circuits from Documents with Large Language Model

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-08-06T12:53:08.018019Z

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.

Observation 222471f7-9ea2-4131-8422-8e532f473474 · outbound

This paper cites ModelGen: Automating Semiconductor Parameter Extraction with Large Language Model Agents,.

Automated HEMT Model Construction from Datasheets via Multi-Modal Intelligence and Prior-Knowledge-Free Optimization ModelGen: Automating Semiconductor Parameter Extraction with Large Language Model Agents,

Reference 21

Resolution: verified exact; doi, observed 2026-08-06T12:53:07.998995Z

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.

Observation 4e883fbe-5244-46a5-9f77-2476d872a9bb · outbound

This paper cites DocGenome: An Open Large-scale Scientific Document Benchmark for Training and Testing Multi -modal Large Language Models,.

Automated HEMT Model Construction from Datasheets via Multi-Modal Intelligence and Prior-Knowledge-Free Optimization DocGenome: An Open Large-scale Scientific Document Benchmark for Training and Testing Multi -modal Large Language Models,

Reference 22

Resolution: verified exact; doi, observed 2026-08-06T12:53:07.984990Z

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.

Observation 966ffde9-bf57-4a15-840c-f74c37755918 · outbound

This paper cites EDocNet: Efficient Datasheet Layout Analysis Based on Focus and Global Knowledge Distillation.

Automated HEMT Model Construction from Datasheets via Multi-Modal Intelligence and Prior-Knowledge-Free Optimization EDocNet: Efficient Datasheet Layout Analysis Based on Focus and Global Knowledge Distillation

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-08-06T12:53:07.805498Z

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.

Observation ddd5b223-7881-49a1-8361-ad59b2b09a1b · outbound

This paper cites Hybrid GWOCS Optimization Based Parameter Extraction Method Applied to GaN Devices,.

Automated HEMT Model Construction from Datasheets via Multi-Modal Intelligence and Prior-Knowledge-Free Optimization Hybrid GWOCS Optimization Based Parameter Extraction Method Applied to GaN Devices,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T12:53:07.418977Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f32023f9-590c-419e-a715-7830cd856a88 · outbound

This paper cites A parameter extraction method for GaN HEMT empirical large‐signal model including self‐heating and trapping effects,.

Automated HEMT Model Construction from Datasheets via Multi-Modal Intelligence and Prior-Knowledge-Free Optimization A parameter extraction method for GaN HEMT empirical large‐signal model including self‐heating and trapping effects,

Reference 25

Resolution: verified exact; doi, observed 2026-08-06T12:53:07.786147Z

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.

Observation ba0401ee-0b4c-4ed5-8477-7c549dcc7dca · outbound

This paper cites Machine Learning-Based Large-Signal Parameter Extraction for ASM-HEMT.

Automated HEMT Model Construction from Datasheets via Multi-Modal Intelligence and Prior-Knowledge-Free Optimization Machine Learning-Based Large-Signal Parameter Extraction for ASM-HEMT

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:53:09.215113Z

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.

Observation ba2b488d-e814-481e-89cb-48391e644a25 · outbound

This paper cites Improving Semiconductor Device Modeling for Electronic Design Automation by Machine Learning Techniques,.

Automated HEMT Model Construction from Datasheets via Multi-Modal Intelligence and Prior-Knowledge-Free Optimization Improving Semiconductor Device Modeling for Electronic Design Automation by Machine Learning Techniques,

Reference 27

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T12:53:08.463856Z

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.

Observation 7dc67670-2dc9-493a-b91a-59859ed80d2b · outbound

This paper cites iPREFER: An Intelligent Parameter Extractor based on Features for BSIM-CMG Models.

Automated HEMT Model Construction from Datasheets via Multi-Modal Intelligence and Prior-Knowledge-Free Optimization iPREFER: An Intelligent Parameter Extractor based on Features for BSIM-CMG Models

Reference 28

Resolution: verified exact; local_arxiv, observed 2026-08-06T12:53:07.770946Z

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.

Observation 0945f983-6142-4cde-9517-4d3096953a83 · outbound

This paper cites A Physics -Based Analytical Model for 2DEG Charge Density in AlGaN/GaN HEMT 12 > REPLACE THIS LINE WITH YOUR MANUSCRIPT ID NUMBER (DOUBLE-CLICK HERE TO EDIT) < Devices,.

Automated HEMT Model Construction from Datasheets via Multi-Modal Intelligence and Prior-Knowledge-Free Optimization A Physics -Based Analytical Model for 2DEG Charge Density in AlGaN/GaN HEMT 12 > REPLACE THIS LINE WITH YOUR MANUSCRIPT ID NUMBER (DOUBLE-CLICK HERE TO EDIT) < Devices,

Reference 29

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T12:53:08.374502Z

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.

Observation d3971013-9830-4ec6-b3f0-f39954f02b27 · outbound

This paper cites A physics based compact model of I–V and C–V characteristics in AlGaN/GaN HEMT devices,.

Automated HEMT Model Construction from Datasheets via Multi-Modal Intelligence and Prior-Knowledge-Free Optimization A physics based compact model of I–V and C–V characteristics in AlGaN/GaN HEMT devices,

Reference 30

Resolution: verified exact; doi, observed 2026-08-06T12:53:07.751244Z

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.

Observation 00f92ab4-e2cc-4bfc-96a8-ee96f4caa2fa · outbound

This paper cites ASM - HEMT: Compact model for GaN HEMTs,.

Automated HEMT Model Construction from Datasheets via Multi-Modal Intelligence and Prior-Knowledge-Free Optimization ASM - HEMT: Compact model for GaN HEMTs,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:53:09.201320Z

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.

Observation 5c128ba5-e137-42fb-bc17-af59e337f0d2 · outbound

This paper cites A new small -signal modeling and extraction method in AlGaN/GaN HEMTs ,.

Automated HEMT Model Construction from Datasheets via Multi-Modal Intelligence and Prior-Knowledge-Free Optimization A new small -signal modeling and extraction method in AlGaN/GaN HEMTs ,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:53:09.188275Z

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.

Observation f0987e26-7bc1-4afc-85ce-268e79c56e02 · outbound

This paper cites An Improved Small -Signal Equivalent Circuit for GaN High -Electron Mobility Transistors,.

Automated HEMT Model Construction from Datasheets via Multi-Modal Intelligence and Prior-Knowledge-Free Optimization An Improved Small -Signal Equivalent Circuit for GaN High -Electron Mobility Transistors,

Reference 33

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T12:53:08.284474Z

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.

Observation b9bd1297-698d-4747-a3b2-d7dd72520687 · outbound

This paper cites DeepSeek-V3 Technical Report.

Automated HEMT Model Construction from Datasheets via Multi-Modal Intelligence and Prior-Knowledge-Free Optimization DeepSeek-V3 Technical Report

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T12:53:07.695213Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e06c38b-5d7e-4171-90f9-5f6a55e3951f · outbound

This paper cites Singer -Vine and The pdfplumber contributors, pdfplumber.

Automated HEMT Model Construction from Datasheets via Multi-Modal Intelligence and Prior-Knowledge-Free Optimization Singer -Vine and The pdfplumber contributors, pdfplumber

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:53:09.174833Z

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.

Observation d1baf11f-8928-49ba-90e5-5c4537d34b22 · outbound

This paper cites an unresolved cited work.

Automated HEMT Model Construction from Datasheets via Multi-Modal Intelligence and Prior-Knowledge-Free Optimization Unresolved cited work

Reference 248

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T12:53:08.934150Z

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.

Observation 0051b39a-ad50-4a8a-9967-cd4f8965fcef · outbound

This paper cites Available: https://www.keysight.com/us/en/products/software/pathwave-design- software/device-modeling-products/ic-cap-device-modeling- software.html.

Automated HEMT Model Construction from Datasheets via Multi-Modal Intelligence and Prior-Knowledge-Free Optimization Available: https://www.keysight.com/us/en/products/software/pathwave-design- software/device-modeling-products/ic-cap-device-modeling- software.html

Reference 2025

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:53:09.256196Z

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.

Pith citing papers

No inbound Pith citation observations are available.