Paper Citation Record · LEDGER

Towards Reliable AI-Assisted Analog Design: Template-Constrained LLM Agents for SAR ADC Generation

As of 9 August 2026, this Paper Citation Record lists 48 of 48 outbound references and 0 inbound Pith citation observations for arXiv:2607.14165.

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

pith.paper-citation-record.v1
2607.14165 v1

Coverage vector

measured 48 of 48 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T05:12:24.984364Z

measured 48 of 48 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

48 of 48 outbound references displayed

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verified fuzzy0
unresolved48
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External citation measurements

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Outbound references

Observation f6cb9033-0bce-4624-b975-60a8c7fe1a79 · outbound

This paper cites The Dawn of AI-Native EDA: Opportunities and Challenges of Large Circuit Models.

Towards Reliable AI-Assisted Analog Design: Template-Constrained LLM Agents for SAR ADC Generation The Dawn of AI-Native EDA: Opportunities and Challenges of Large Circuit Models

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-02T05:12:19.994178Z

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Observation db803f59-06d3-4754-ac79-edfcc1d03575 · outbound

This paper cites Ai-driven integrated circuit design: A survey of techniques, challenges, and opportunities,.

Towards Reliable AI-Assisted Analog Design: Template-Constrained LLM Agents for SAR ADC Generation Ai-driven integrated circuit design: A survey of techniques, challenges, and opportunities,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-02T05:12:20.064911Z

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Observation 4f55d101-c0f8-4654-8f18-de902929e01c · outbound

This paper cites SWE-bench: Can Language Models Resolve Real-World GitHub Issues?.

Towards Reliable AI-Assisted Analog Design: Template-Constrained LLM Agents for SAR ADC Generation SWE-bench: Can Language Models Resolve Real-World GitHub Issues?

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-02T05:12:20.142514Z

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Observation ef7842fe-968d-4e3c-8dd3-eaaa7d713a5d · outbound

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

Towards Reliable AI-Assisted Analog Design: Template-Constrained LLM Agents for SAR ADC Generation ChipNeMo: Domain-Adapted LLMs for Chip Design

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-02T05:12:20.243527Z

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Observation 15499f56-4f7a-449d-8c1c-7f0822b6a3ae · outbound

This paper cites Grpo with state mutations: Improving llm-based hardware test plan generation,.

Towards Reliable AI-Assisted Analog Design: Template-Constrained LLM Agents for SAR ADC Generation Grpo with state mutations: Improving llm-based hardware test plan generation,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T05:12:20.319512Z

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Unavailable: canonical work link unavailable.

Observation 1220712f-8c08-4bf7-9fc1-807a6522507c · outbound

This paper cites Cmos op-amp sizing using a geometric program- ming formulation,.

Towards Reliable AI-Assisted Analog Design: Template-Constrained LLM Agents for SAR ADC Generation Cmos op-amp sizing using a geometric program- ming formulation,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-02T05:12:20.418695Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fcf46c60-de98-4864-8edf-bec4235d789a · outbound

This paper cites An efficient asynchronous batch bayesian optimization approach for analog circuit synthesis,.

Towards Reliable AI-Assisted Analog Design: Template-Constrained LLM Agents for SAR ADC Generation An efficient asynchronous batch bayesian optimization approach for analog circuit synthesis,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T05:12:20.503917Z

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Unavailable: canonical work link unavailable.

Observation 1ec0be9f-8999-45a2-9598-220b038fdbf8 · outbound

This paper cites AutoCkt: Deep Reinforcement Learning of Analog Circuit Designs.

Towards Reliable AI-Assisted Analog Design: Template-Constrained LLM Agents for SAR ADC Generation AutoCkt: Deep Reinforcement Learning of Analog Circuit Designs

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T05:12:20.606750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af2046d4-e0c4-4b0a-bb52-18daf702a5db · outbound

This paper cites Gcn-rl circuit designer: Transferable transistor sizing with graph neural networks and reinforcement learning,.

Towards Reliable AI-Assisted Analog Design: Template-Constrained LLM Agents for SAR ADC Generation Gcn-rl circuit designer: Transferable transistor sizing with graph neural networks and reinforcement learning,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-02T05:12:20.719462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08e212d1-e9da-449e-b3a8-867dc3a78f8e · outbound

This paper cites Opensar: An open source automated end-to-end sar adc compiler,.

Towards Reliable AI-Assisted Analog Design: Template-Constrained LLM Agents for SAR ADC Generation Opensar: An open source automated end-to-end sar adc compiler,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T05:12:20.823766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe227281-5b3a-4996-b77c-6858ef8bf989 · outbound

This paper cites 1-and 80-ms/s sar adcs in 40-nm cmos with end-to-end compilation,.

Towards Reliable AI-Assisted Analog Design: Template-Constrained LLM Agents for SAR ADC Generation 1-and 80-ms/s sar adcs in 40-nm cmos with end-to-end compilation,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-02T05:12:20.894134Z

Source-reported events for the cited work

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Observation d6cd27e4-fbb6-444d-8bbf-6d52cfd29646 · outbound

This paper cites A hybrid design automation tool for sar adcs in iot,.

Towards Reliable AI-Assisted Analog Design: Template-Constrained LLM Agents for SAR ADC Generation A hybrid design automation tool for sar adcs in iot,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-02T05:12:21.037897Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63a1c561-d348-497b-936d-e9738090cbaf · outbound

This paper cites A reusable code-based sar adc design with cdac compiler and synthesizable analog building blocks,.

Towards Reliable AI-Assisted Analog Design: Template-Constrained LLM Agents for SAR ADC Generation A reusable code-based sar adc design with cdac compiler and synthesizable analog building blocks,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T05:12:21.219035Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4cf2a60a-45bd-4de3-9265-8815b8f1e248 · outbound

This paper cites Multiagent based reinforcement learning (ma-rl): An automated designer for complex analog circuits,.

Towards Reliable AI-Assisted Analog Design: Template-Constrained LLM Agents for SAR ADC Generation Multiagent based reinforcement learning (ma-rl): An automated designer for complex analog circuits,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T05:12:21.369129Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4cb4968b-30ae-4a06-bec3-7270400f6f56 · outbound

This paper cites A Global-Local Optimization Approach for Asynchronous SAR ADC Design.

Towards Reliable AI-Assisted Analog Design: Template-Constrained LLM Agents for SAR ADC Generation A Global-Local Optimization Approach for Asynchronous SAR ADC Design

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T05:12:21.381211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b7eb53f-afeb-4d91-9248-9caa40bb0b33 · outbound

This paper cites Automated sar adc sizing using analytical equations,.

Towards Reliable AI-Assisted Analog Design: Template-Constrained LLM Agents for SAR ADC Generation Automated sar adc sizing using analytical equations,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T05:12:21.390134Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f175e5f1-9dc2-43d6-af51-cd45448aff9b · outbound

This paper cites Ledro: Llm-enhanced design space reduction and optimization for analog circuits,.

Towards Reliable AI-Assisted Analog Design: Template-Constrained LLM Agents for SAR ADC Generation Ledro: Llm-enhanced design space reduction and optimization for analog circuits,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-02T05:12:21.486843Z

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Unavailable: canonical work link unavailable.

Observation 584e1514-8e11-48d3-857b-f5a3a27fcc9a · outbound

This paper cites Heart: A hierarchical circuit reasoning tree-based agentic framework for ams design optimization,.

Towards Reliable AI-Assisted Analog Design: Template-Constrained LLM Agents for SAR ADC Generation Heart: A hierarchical circuit reasoning tree-based agentic framework for ams design optimization,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-02T05:12:21.730042Z

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Unavailable: canonical work link unavailable.

Observation ed9c7310-d6ba-4aeb-9bb9-cac8461eafe6 · outbound

This paper cites Eesizer: Llm-based ai agent for sizing of analog and mixed signal circuit,.

Towards Reliable AI-Assisted Analog Design: Template-Constrained LLM Agents for SAR ADC Generation Eesizer: Llm-based ai agent for sizing of analog and mixed signal circuit,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-02T05:12:21.946445Z

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Unavailable: canonical work link unavailable.

Observation 2a69824c-4871-4bf9-b894-b25aa1a387fb · outbound

This paper cites LaMAGIC: Language-Model-based Topology Generation for Analog Integrated Circuits.

Towards Reliable AI-Assisted Analog Design: Template-Constrained LLM Agents for SAR ADC Generation LaMAGIC: Language-Model-based Topology Generation for Analog Integrated Circuits

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-02T05:12:22.138402Z

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Unavailable: canonical work link unavailable.

Observation 0de8e3ae-f4ac-4a67-b22e-ba2490860ab4 · outbound

This paper cites Atelier: An automated analog circuit design framework via multiple large language model-based agents,.

Towards Reliable AI-Assisted Analog Design: Template-Constrained LLM Agents for SAR ADC Generation Atelier: An automated analog circuit design framework via multiple large language model-based agents,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-02T05:12:22.288897Z

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Unavailable: canonical work link unavailable.

Observation 52172d5c-e15d-4635-82e7-eff1d3b9055b · outbound

This paper cites Analogxpert: Automating ana- log topology synthesis by incorporating circuit design expertise into large lan- guage models,.

Towards Reliable AI-Assisted Analog Design: Template-Constrained LLM Agents for SAR ADC Generation Analogxpert: Automating ana- log topology synthesis by incorporating circuit design expertise into large lan- guage models,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-02T05:12:22.414961Z

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Unavailable: canonical work link unavailable.

Observation 06f6e3e8-acff-4b7c-8016-a18295f13f28 · outbound

This paper cites Artisan: Automated operational amplifier design via domain-specific large language model,.

Towards Reliable AI-Assisted Analog Design: Template-Constrained LLM Agents for SAR ADC Generation Artisan: Automated operational amplifier design via domain-specific large language model,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-02T05:12:22.505353Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff666f85-7eac-415f-a757-ddca6c0ae3f1 · outbound

This paper cites Dataset Construction for Training LLM to Learn Analog Circuit Knowledge.

Towards Reliable AI-Assisted Analog Design: Template-Constrained LLM Agents for SAR ADC Generation Dataset Construction for Training LLM to Learn Analog Circuit Knowledge

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-02T05:12:22.662176Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad4434f8-7cfb-4fa4-ac55-6635d0265a6d · outbound

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

Towards Reliable AI-Assisted Analog Design: Template-Constrained LLM Agents for SAR ADC Generation Analogcoder: Analog circuit design via training-free code generation,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-02T05:12:22.764744Z

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Unavailable: canonical work link unavailable.

Observation 7b5f58fb-0bc6-44e6-b8e3-7575380c1603 · outbound

This paper cites AmpAgent: An LLM-based Multi-Agent System for Multi-stage Amplifier Schematic Design from Literature for Process and Performance Porting.

Towards Reliable AI-Assisted Analog Design: Template-Constrained LLM Agents for SAR ADC Generation AmpAgent: An LLM-based Multi-Agent System for Multi-stage Amplifier Schematic Design from Literature for Process and Performance Porting

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-02T05:12:22.857104Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5532029-5d17-478b-be6b-9883f69cbdfd · outbound

This paper cites Ladac: Large language model-driven auto- designer for analog circuits,.

Towards Reliable AI-Assisted Analog Design: Template-Constrained LLM Agents for SAR ADC Generation Ladac: Large language model-driven auto- designer for analog circuits,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-02T05:12:22.959666Z

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Observation 342b581d-9ad5-4036-b629-2468d8fa1db8 · outbound

This paper cites GPT-4o System Card.

Towards Reliable AI-Assisted Analog Design: Template-Constrained LLM Agents for SAR ADC Generation GPT-4o System Card

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-02T05:12:23.044728Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d8d9099-874b-4996-b504-74d289a26299 · outbound

This paper cites A double-tail latch-type voltage sense amplifier with 18ps setup+ hold time,.

Towards Reliable AI-Assisted Analog Design: Template-Constrained LLM Agents for SAR ADC Generation A double-tail latch-type voltage sense amplifier with 18ps setup+ hold time,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-02T05:12:23.140905Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1591fe49-fadd-4081-805e-7b9a8aa39730 · outbound

This paper cites DeepSeek-V3 Technical Report.

Towards Reliable AI-Assisted Analog Design: Template-Constrained LLM Agents for SAR ADC Generation DeepSeek-V3 Technical Report

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-02T05:12:23.270219Z

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Observation 0bacd457-0f63-45f7-9f7d-e3290d94acbc · outbound

This paper cites Gemini 3 pro model card,.

Towards Reliable AI-Assisted Analog Design: Template-Constrained LLM Agents for SAR ADC Generation Gemini 3 pro model card,

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-02T05:12:23.370145Z

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Unavailable: canonical work link unavailable.

Observation 07fbcb37-2be8-48f0-ac79-5b437d0209f7 · outbound

This paper cites A current- mode latch sense amplifier and a static power saving input buffer for low-power architecture,.

Towards Reliable AI-Assisted Analog Design: Template-Constrained LLM Agents for SAR ADC Generation A current- mode latch sense amplifier and a static power saving input buffer for low-power architecture,

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-02T05:12:23.459127Z

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Unavailable: canonical work link unavailable.

Observation 31544e8d-2283-4c78-8074-bb7c068e49b6 · outbound

This paper cites A survey on multimodal large language models,.

Towards Reliable AI-Assisted Analog Design: Template-Constrained LLM Agents for SAR ADC Generation A survey on multimodal large language models,

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-02T05:12:23.543707Z

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Unavailable: canonical work link unavailable.

Observation 522f9ee8-f618-4b0a-b154-8b111a361487 · outbound

This paper cites Masala-CHAI: A Large-Scale SPICE Netlist Dataset for Analog Circuits by Harnessing AI.

Towards Reliable AI-Assisted Analog Design: Template-Constrained LLM Agents for SAR ADC Generation Masala-CHAI: A Large-Scale SPICE Netlist Dataset for Analog Circuits by Harnessing AI

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-02T05:12:23.654144Z

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Unavailable: canonical work link unavailable.

Observation e235d667-85e1-4d50-b552-b1fb26d3665e · outbound

This paper cites Review of dynamic comparators for adcs,.

Towards Reliable AI-Assisted Analog Design: Template-Constrained LLM Agents for SAR ADC Generation Review of dynamic comparators for adcs,

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-02T05:12:23.768765Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3aec214-d687-43f5-b810-0e06dd75bf8e · outbound

This paper cites Ultralytics yolo,.

Towards Reliable AI-Assisted Analog Design: Template-Constrained LLM Agents for SAR ADC Generation Ultralytics yolo,

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-02T05:12:23.872928Z

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Unavailable: canonical work link unavailable.

Observation 077a6b7e-6d67-4845-92cb-c71dd344336b · outbound

This paper cites Amsnet: Netlist dataset for ams circuits,.

Towards Reliable AI-Assisted Analog Design: Template-Constrained LLM Agents for SAR ADC Generation Amsnet: Netlist dataset for ams circuits,

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-02T05:12:23.966139Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07b0d5e8-0b10-4e53-9499-d8e756fe94e4 · outbound

This paper cites Design and comparative analysis of dynamic comparators for sar adc,.

Towards Reliable AI-Assisted Analog Design: Template-Constrained LLM Agents for SAR ADC Generation Design and comparative analysis of dynamic comparators for sar adc,

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-02T05:12:24.077053Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 705894eb-60c7-4d56-b3de-ac92e5815c90 · outbound

This paper cites Razavi,Design of Analog CMOS Integrated Circuits.

Towards Reliable AI-Assisted Analog Design: Template-Constrained LLM Agents for SAR ADC Generation Razavi,Design of Analog CMOS Integrated Circuits

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-02T05:12:24.191068Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5fb7eb20-8691-4d04-b57d-deab7170b717 · outbound

This paper cites Microelectronic circuits pp. 263-267,.

Towards Reliable AI-Assisted Analog Design: Template-Constrained LLM Agents for SAR ADC Generation Microelectronic circuits pp. 263-267,

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-02T05:12:24.299735Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab90400e-32ef-483f-9ee8-41abaf7a6ed9 · outbound

This paper cites ADC Performance Survey 1997-2026,.

Towards Reliable AI-Assisted Analog Design: Template-Constrained LLM Agents for SAR ADC Generation ADC Performance Survey 1997-2026,

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-02T05:12:24.375106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a85d5ec-a2bf-4523-bbb9-9e5e93e5497d · outbound

This paper cites A low-noise self-calibrating dynamic comparator for high-speed adcs,.

Towards Reliable AI-Assisted Analog Design: Template-Constrained LLM Agents for SAR ADC Generation A low-noise self-calibrating dynamic comparator for high-speed adcs,

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-02T05:12:24.453153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18086115-1b5f-4b55-893c-a39aa41ae1d2 · outbound

This paper cites All-mos charge redistribution analog-to-digital conversion techniques. i,.

Towards Reliable AI-Assisted Analog Design: Template-Constrained LLM Agents for SAR ADC Generation All-mos charge redistribution analog-to-digital conversion techniques. i,

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-02T05:12:24.563345Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a63b4eae-6959-40f5-b456-565aff83d58a · outbound

This paper cites Analog design of asynchronous sar adc,.

Towards Reliable AI-Assisted Analog Design: Template-Constrained LLM Agents for SAR ADC Generation Analog design of asynchronous sar adc,

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-02T05:12:24.637511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f4acd54-86df-458a-a0e0-6f9430558bb3 · outbound

This paper cites A two-stage weighted capacitor network for d/aa/d conversion,.

Towards Reliable AI-Assisted Analog Design: Template-Constrained LLM Agents for SAR ADC Generation A two-stage weighted capacitor network for d/aa/d conversion,

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-02T05:12:24.744427Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a1d1ae9-ecc4-4093-a6c6-41b58fb737f1 · outbound

This paper cites Randomized switching sar (rs-sar) adc for power and em side-channel security,.

Towards Reliable AI-Assisted Analog Design: Template-Constrained LLM Agents for SAR ADC Generation Randomized switching sar (rs-sar) adc for power and em side-channel security,

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-02T05:12:24.853776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36176987-f997-4043-81fa-b683b94d5f5d · outbound

This paper cites Botorch: A framework for efficient monte-carlo bayesian optimization,.

Towards Reliable AI-Assisted Analog Design: Template-Constrained LLM Agents for SAR ADC Generation Botorch: A framework for efficient monte-carlo bayesian optimization,

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-02T05:12:24.917787Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 268e7de6-a114-4100-a9b7-14a8f695c204 · outbound

This paper cites Differentiable expected hypervolume improvement for parallel multi-objective bayesian optimization,.

Towards Reliable AI-Assisted Analog Design: Template-Constrained LLM Agents for SAR ADC Generation Differentiable expected hypervolume improvement for parallel multi-objective bayesian optimization,

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-02T05:12:24.984364Z

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Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.