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Paper Citation Record · LEDGER

Fovea: Physical-Implication-Aware Wafer-Scale DSE with Decision-Domain-Guided Cross-Fidelity Refinement

As of 21 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 0 inbound Pith citation observations for arXiv:2608.03285.

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

pith.paper-citation-record.v1
2608.03285 v1

Coverage vector

measured 52 of 52 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T21:50:53.039068Z

measured 52 of 52 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 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

52 of 52 outbound references displayed

  • verified exact1
  • verified fuzzy45
  • unresolved6
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8f098d05-18ef-48db-b44c-d7728d73baba · outbound

This paper cites Garnet: A detailed on-chip network model inside a full-system simulator,.

Fovea: Physical-Implication-Aware Wafer-Scale DSE with Decision-Domain-Guided Cross-Fidelity Refinement Garnet: A detailed on-chip network model inside a full-system simulator,

Reference 1

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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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Observation 70add7b0-7eb1-4491-a9d4-4a5f2affd81f · outbound

This paper cites vTrain: A sim- ulation framework for evaluating cost-effective and compute-optimal large language model training,.

Fovea: Physical-Implication-Aware Wafer-Scale DSE with Decision-Domain-Guided Cross-Fidelity Refinement vTrain: A sim- ulation framework for evaluating cost-effective and compute-optimal large language model training,

Reference 2

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raw_fallback, observed 2026-08-05T21:51:03.167257Z

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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Observation 6440994f-a469-4610-90b5-d1ed44de0516 · outbound

This paper cites Kite: A family of heterogeneous interposer topologies enabled via accurate interconnect modeling,.

Fovea: Physical-Implication-Aware Wafer-Scale DSE with Decision-Domain-Guided Cross-Fidelity Refinement Kite: A family of heterogeneous interposer topologies enabled via accurate interconnect modeling,

Reference 3

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verified fuzzy
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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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Observation 5fd09642-4fc4-44e7-b83f-b8de4d36221a · outbound

This paper cites The gem5 Simulator,.

Fovea: Physical-Implication-Aware Wafer-Scale DSE with Decision-Domain-Guided Cross-Fidelity Refinement The gem5 Simulator,

Reference 4

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verified fuzzy
raw_fallback, observed 2026-08-05T21:51:02.787446Z

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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Observation 1d59e3e2-b222-4a3c-a3b4-c576acdea612 · outbound

This paper cites an unresolved cited work.

Fovea: Physical-Implication-Aware Wafer-Scale DSE with Decision-Domain-Guided Cross-Fidelity Refinement Unresolved cited work

Reference 5

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unresolved
raw_fallback, observed 2026-08-05T21:51:02.571118Z

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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Observation b0dff34c-7724-45a5-b234-1b1c785e2e6f · outbound

This paper cites CHASE: A chiplet architecture simulation and exploration framework with decoupled multi-fidelity optimization,.

Fovea: Physical-Implication-Aware Wafer-Scale DSE with Decision-Domain-Guided Cross-Fidelity Refinement CHASE: A chiplet architecture simulation and exploration framework with decoupled multi-fidelity optimization,

Reference 6

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verified fuzzy
raw_fallback, observed 2026-08-05T21:51:02.349331Z

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=2026-08-05T21:50:48.249840Z digest=sha256:baaee14de165fd70320917432702ce915289d1f180a1fcfd5ad07ccfd18c7a07

Observation ca5cd24f-8700-43c8-80b5-5e71bd75b10e · outbound

This paper cites Eval- uating the impacts of reticle requirements in semiconductor wafer fab- rication,.

Fovea: Physical-Implication-Aware Wafer-Scale DSE with Decision-Domain-Guided Cross-Fidelity Refinement Eval- uating the impacts of reticle requirements in semiconductor wafer fab- rication,

Reference 7

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raw_fallback, observed 2026-08-05T21:51:02.137837Z

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=2026-08-05T21:50:48.427993Z digest=sha256:e69225a473aeb829ac6930ad4c987287127e707d9bb83e2244d288ee18e51111

Observation cf43426f-2afe-4cb0-81f6-230b47baa624 · outbound

This paper cites Proteus: Simulating the performance of distributed DNN training,.

Fovea: Physical-Implication-Aware Wafer-Scale DSE with Decision-Domain-Guided Cross-Fidelity Refinement Proteus: Simulating the performance of distributed DNN training,

Reference 8

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verified fuzzy
raw_fallback, observed 2026-08-05T21:51:01.937892Z

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=2026-08-05T21:50:48.619178Z digest=sha256:18a2ceeb0dcfc9e4148730439eb4c3b68f3dcf82a9b0760d768353c10b30e6b8

Observation cab16560-0356-43bf-b0c5-085ad8c369b5 · outbound

This paper cites Explainable fuzzy neural network with multi-fidelity reinforcement learning for micro- architecture design space exploration,.

Fovea: Physical-Implication-Aware Wafer-Scale DSE with Decision-Domain-Guided Cross-Fidelity Refinement Explainable fuzzy neural network with multi-fidelity reinforcement learning for micro- architecture design space exploration,

Reference 9

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verified fuzzy
raw_fallback, observed 2026-08-05T21:51:01.685475Z

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=2026-08-05T21:50:48.831206Z digest=sha256:48aa06586017d4764cc187189506733f1107a090fc834bd68ff29ae43260925a

Observation 683b81ec-43e0-4a9e-8074-be4469d818ea · outbound

This paper cites System–technology co-optimization for dense edge archi- tectures using 3-D integration and nonvolatile memory,.

Fovea: Physical-Implication-Aware Wafer-Scale DSE with Decision-Domain-Guided Cross-Fidelity Refinement System–technology co-optimization for dense edge archi- tectures using 3-D integration and nonvolatile memory,

Reference 11

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verified fuzzy
raw_fallback, observed 2026-08-05T21:51:01.447324Z

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=2026-08-05T21:50:49.288858Z digest=sha256:c7054d86de6895beea85fd725d16b0fa83a39182f396c943732d36564653b08d

Observation b59eed8a-a62c-4ed9-82aa-b3f7395050ca · outbound

This paper cites Monad: Towards cost-effective specialization for chiplet-based spatial accelerators,.

Fovea: Physical-Implication-Aware Wafer-Scale DSE with Decision-Domain-Guided Cross-Fidelity Refinement Monad: Towards cost-effective specialization for chiplet-based spatial accelerators,

Reference 12

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raw_fallback, observed 2026-08-05T21:51:00.957312Z

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=2026-08-05T21:50:49.366340Z digest=sha256:d1b9cad11d7b870b2d8fcb0aee1aea77ac389b40a911d741324bc40140a4929e

Observation 6a939adb-c54d-4da0-9022-aa7b9209d65b · outbound

This paper cites Wafer- scale computing: Advancements, challenges, and future perspectives,.

Fovea: Physical-Implication-Aware Wafer-Scale DSE with Decision-Domain-Guided Cross-Fidelity Refinement Wafer- scale computing: Advancements, challenges, and future perspectives,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:51:00.624090Z

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=2026-08-05T21:50:49.476511Z digest=sha256:64345ea3dcc575eaa12120d4778dd4cc9d257b5a7c9bb6a9aef193fd8dda60a6

Observation aa86d2dd-3b67-4837-9c20-1310516442bd · outbound

This paper cites ISPD 2020 physical mapping of neural networks on a wafer-scale deep learning accelerator,.

Fovea: Physical-Implication-Aware Wafer-Scale DSE with Decision-Domain-Guided Cross-Fidelity Refinement ISPD 2020 physical mapping of neural networks on a wafer-scale deep learning accelerator,

Reference 14

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verified fuzzy
raw_fallback, observed 2026-08-05T21:51:00.324526Z

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=2026-08-05T21:50:49.635194Z digest=sha256:52b8f0af1e56217bc4c0805f9e96131f2ecbfaef86377d5320485e4415a44d47

Observation b31159ce-cebe-4e6c-bc0d-ed742b3b7c4b · outbound

This paper cites Union: A unified HW–SW co- design ecosystem in MLIR for evaluating tensor operations on spatial accelerators,.

Fovea: Physical-Implication-Aware Wafer-Scale DSE with Decision-Domain-Guided Cross-Fidelity Refinement Union: A unified HW–SW co- design ecosystem in MLIR for evaluating tensor operations on spatial accelerators,

Reference 15

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verified fuzzy
raw_fallback, observed 2026-08-05T21:50:59.928331Z

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=2026-08-05T21:50:49.714627Z digest=sha256:a15d37c670d366635ae039d1c22b8508c8c3d49fd5d0a97adac541a1eda772be

Observation 01be2d7a-e98d-4891-91a1-e3f8e088afa8 · outbound

This paper cites FireSim: FPGA- accelerated cycle-exact scale-out system simulation in the public cloud,.

Fovea: Physical-Implication-Aware Wafer-Scale DSE with Decision-Domain-Guided Cross-Fidelity Refinement FireSim: FPGA- accelerated cycle-exact scale-out system simulation in the public cloud,

Reference 16

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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=2026-08-05T21:50:49.792996Z digest=sha256:68344fead1f79452d1e671909ea59ea5a29c5d887e7851c0bc200d722781c25a

Observation 97d73458-1325-4a02-8c56-21dd5e8b5d82 · outbound

This paper cites Impact of RoCE congestion control policies on distributed training of DNNs,.

Fovea: Physical-Implication-Aware Wafer-Scale DSE with Decision-Domain-Guided Cross-Fidelity Refinement Impact of RoCE congestion control policies on distributed training of DNNs,

Reference 17

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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=2026-08-05T21:50:49.905270Z digest=sha256:e3fccf15c0ff70ae23dda3bb8ca518444cd55c819a6ded5496d1c81520d1d78d

Observation 5f35dbfd-1815-4c3a-9f92-2b8a8d942843 · outbound

This paper cites Optimization by simulated annealing,.

Fovea: Physical-Implication-Aware Wafer-Scale DSE with Decision-Domain-Guided Cross-Fidelity Refinement Optimization by simulated annealing,

Reference 18

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raw_fallback, observed 2026-08-05T21:50:59.238086Z

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=2026-08-05T21:50:49.989750Z digest=sha256:1bf539dc7cd7dbff7647bf0a412c029c6091576ed00e2dadcde1afb14aec9105

Observation 33356d67-7d73-4286-b76b-b991058429e0 · outbound

This paper cites MAESTRO: A data-centric approach to understand reuse, performance, and hardware cost of DNN mappings,.

Fovea: Physical-Implication-Aware Wafer-Scale DSE with Decision-Domain-Guided Cross-Fidelity Refinement MAESTRO: A data-centric approach to understand reuse, performance, and hardware cost of DNN mappings,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:50:59.023836Z

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=2026-08-05T21:50:50.137345Z digest=sha256:8e9caa1278c45f7a96d910492335477176f7b988d083c194b6aa4f7ab0e5a536

Observation d5cf9c2f-6f64-4ad3-a815-453687cd98a6 · outbound

This paper cites The path to successful wafer-scale integration: The Cerebras story,.

Fovea: Physical-Implication-Aware Wafer-Scale DSE with Decision-Domain-Guided Cross-Fidelity Refinement The path to successful wafer-scale integration: The Cerebras story,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:50:58.845082Z

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=2026-08-05T21:50:50.236704Z digest=sha256:dfc3fadb5241779b48c36e20397eeece11d0c443407383d1745c9202858322e8

Observation f6fed1dc-5e83-4464-95e7-709741faa9ef · outbound

This paper cites ReThermal: Co-design of thermal-aware static and dynamic scheduling for LLM training on liquid-cooled wafer-scale chips,.

Fovea: Physical-Implication-Aware Wafer-Scale DSE with Decision-Domain-Guided Cross-Fidelity Refinement ReThermal: Co-design of thermal-aware static and dynamic scheduling for LLM training on liquid-cooled wafer-scale chips,

Reference 21

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raw_fallback, observed 2026-08-05T21:50:58.558143Z

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=2026-08-05T21:50:50.318263Z digest=sha256:6f3989372f5d3955f13f45657d5c57a2a0ee4633e68523a7693b64a02f2c2086

Observation 78260459-7ebb-41d5-a3c5-eaea890612b4 · outbound

This paper cites SPAC: Automating FPGA-based network switches with protocol adaptive customization,.

Fovea: Physical-Implication-Aware Wafer-Scale DSE with Decision-Domain-Guided Cross-Fidelity Refinement SPAC: Automating FPGA-based network switches with protocol adaptive customization,

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:50:58.213489Z

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=2026-08-05T21:50:50.402262Z digest=sha256:a651fe52e0e8a2bbb3d9a3f9e1cf2666235568eb4790f9cb9fdbecd02042c27d

Observation 97ee3968-7056-42a7-a0fb-b2d3cf00136e · outbound

This paper cites Swift or exact? boosting efficient microarchitecture DSE via multi-fidelity partial-order prediction,.

Fovea: Physical-Implication-Aware Wafer-Scale DSE with Decision-Domain-Guided Cross-Fidelity Refinement Swift or exact? boosting efficient microarchitecture DSE via multi-fidelity partial-order prediction,

Reference 23

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raw_fallback, observed 2026-08-05T21:50:57.854805Z

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=2026-08-05T21:50:50.494667Z digest=sha256:f4c254b5104932be1e6e70bdead1715927c75e342b2da456621155a3e6ba4a98

Observation 09de34c3-3b02-4374-89a3-a2fa05908b11 · outbound

This paper cites Multi-fidelity optimization for high-level syn- thesis directives,.

Fovea: Physical-Implication-Aware Wafer-Scale DSE with Decision-Domain-Guided Cross-Fidelity Refinement Multi-fidelity optimization for high-level syn- thesis directives,

Reference 24

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verified fuzzy
raw_fallback, observed 2026-08-05T21:50:57.652653Z

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=2026-08-05T21:50:50.590987Z digest=sha256:13cb59729a86c9d5a7c4adfd7f5cec4d9b9305f1edc57561b5bf24fc1031cb3a

Observation 3a2ef896-b904-4e2e-937b-08b789af9ecb · outbound

This paper cites A 0.297-pj/bit 50.4-gb/s/wire inverter-based short-reach simultaneous bi-directional transceiver for die-to-die interface in 5-nm cmos,.

Fovea: Physical-Implication-Aware Wafer-Scale DSE with Decision-Domain-Guided Cross-Fidelity Refinement A 0.297-pj/bit 50.4-gb/s/wire inverter-based short-reach simultaneous bi-directional transceiver for die-to-die interface in 5-nm cmos,

Reference 25

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verified fuzzy
raw_fallback, observed 2026-08-05T21:50:57.494665Z

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=2026-08-05T21:50:50.687468Z digest=sha256:a93fd36c7fb85df19225f948512143dc122388c3a5231b81f7e17d9514c3729a

Observation d673d575-8d25-4738-a32e-8074c8b501be · outbound

This paper cites Bunch of wires (bow) phy specification,.

Fovea: Physical-Implication-Aware Wafer-Scale DSE with Decision-Domain-Guided Cross-Fidelity Refinement Bunch of wires (bow) phy specification,

Reference 26

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verified fuzzy
raw_fallback, observed 2026-08-05T21:50:57.301714Z

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=2026-08-05T21:50:50.782076Z digest=sha256:9019c53b04ca8f2944dafeb4bb6417f10d342dfc5b71ef2e297f8498520de6d0

Observation f87e67d6-12cd-488d-8df4-8b4a045a9f63 · outbound

This paper cites OpenAI Partners with Cerebras,.

Fovea: Physical-Implication-Aware Wafer-Scale DSE with Decision-Domain-Guided Cross-Fidelity Refinement OpenAI Partners with Cerebras,

Reference 27

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verified fuzzy
raw_fallback, observed 2026-08-05T21:50:57.108650Z

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=2026-08-05T21:50:50.859140Z digest=sha256:8ce448be4d9d8101871b6a6b1e618b679b6e29803f4c0a4f675c80fc180ee3d3

Observation 54f8ed3a-c41b-4d2b-ba28-35becb0f7261 · outbound

This paper cites MuchiSim: A simulation framework for design exploration of multi-chip manycore systems,.

Fovea: Physical-Implication-Aware Wafer-Scale DSE with Decision-Domain-Guided Cross-Fidelity Refinement MuchiSim: A simulation framework for design exploration of multi-chip manycore systems,

Reference 28

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raw_fallback, observed 2026-08-05T21:50:56.923866Z

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=2026-08-05T21:50:50.978655Z digest=sha256:ab95b77cef4a3a4c58f64a32b20d90d11e7736d3c633c7120f3467b47156ee24

Observation c3cf0831-ffaf-483a-8d0e-79085210e7c7 · outbound

This paper cites Architecting wafer-scale processors—a GPU case study,.

Fovea: Physical-Implication-Aware Wafer-Scale DSE with Decision-Domain-Guided Cross-Fidelity Refinement Architecting wafer-scale processors—a GPU case study,

Reference 29

Resolution
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raw_fallback, observed 2026-08-05T21:50:56.772430Z

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=2026-08-05T21:50:51.062095Z digest=sha256:96be925a4505e435c10e59dc3df0e46b527c780fe53f3b2c4456740075c713eb

Observation 8593e4c4-cab1-490d-ae41-693dc1097380 · outbound

This paper cites Timeloop: A systematic approach to DNN accelerator evaluation,.

Fovea: Physical-Implication-Aware Wafer-Scale DSE with Decision-Domain-Guided Cross-Fidelity Refinement Timeloop: A systematic approach to DNN accelerator evaluation,

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:50:56.632861Z

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=2026-08-05T21:50:51.157011Z digest=sha256:1e97bbc3d5b4619c3d607d70927ab02b348b5ccda0583713ae221305ed24f331

Observation d8200e59-942e-409f-b7d8-e305ea05266e · outbound

This paper cites Application of full-system simulation in exploratory system design and development,.

Fovea: Physical-Implication-Aware Wafer-Scale DSE with Decision-Domain-Guided Cross-Fidelity Refinement Application of full-system simulation in exploratory system design and development,

Reference 31

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verified fuzzy
raw_fallback, observed 2026-08-05T21:50:56.443495Z

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=2026-08-05T21:50:51.270719Z digest=sha256:25c829c4a8446d624d58fc34cf8de23468e12f268b5a382df0a972f5561ddbff

Observation f3ff92e1-c260-4f76-bb86-badadd135f0e · outbound

This paper cites Power delivery for high-performance microprocessors—challenges, solutions, and future trends,.

Fovea: Physical-Implication-Aware Wafer-Scale DSE with Decision-Domain-Guided Cross-Fidelity Refinement Power delivery for high-performance microprocessors—challenges, solutions, and future trends,

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-05T21:50:51.368782Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:50:51.368782Z digest=sha256:f2bac1cebe9700138046ef8222b574e039742d6077a78f59b8ea263366cee43c

Observation 7c299015-aa84-4d62-80f9-825cca3a190f · outbound

This paper cites ASTRA-sim: Enabling SW/HW co-design exploration for distributed DL training platforms,.

Fovea: Physical-Implication-Aware Wafer-Scale DSE with Decision-Domain-Guided Cross-Fidelity Refinement ASTRA-sim: Enabling SW/HW co-design exploration for distributed DL training platforms,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:50:56.265552Z

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=2026-08-05T21:50:51.476985Z digest=sha256:5d72868840a5dada66ce3347a063f91820be94f0ba1c73b8a97d279ed8585ec3

Observation e9d14ea7-c873-4f18-a84d-bb63c266adeb · outbound

This paper cites FRED: A wafer-scale fabric for 3d parallel DNN training,.

Fovea: Physical-Implication-Aware Wafer-Scale DSE with Decision-Domain-Guided Cross-Fidelity Refinement FRED: A wafer-scale fabric for 3d parallel DNN training,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:50:56.118243Z

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=2026-08-05T21:50:51.570482Z digest=sha256:f05c73c5b6f40b752f07b1bf5653618142f67fcf5a0e15261660937bb5bac612

Observation 313350e7-a09a-44a9-90f8-d3ccc990f225 · outbound

This paper cites Fast stencil-code computation on a wafer-scale processor,.

Fovea: Physical-Implication-Aware Wafer-Scale DSE with Decision-Domain-Guided Cross-Fidelity Refinement Fast stencil-code computation on a wafer-scale processor,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:50:55.933701Z

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=2026-08-05T21:50:51.668058Z digest=sha256:224ec8c97bc6decde9ec06d9ad2d466bc39b4470d6ea71ab5a86f6944eca1799

Observation a878697b-bc7c-4fc6-8a41-4e32e95efac9 · outbound

This paper cites Polaris: Multi-Fidelity Design Space Exploration of Deep Learning Accelerators.

Fovea: Physical-Implication-Aware Wafer-Scale DSE with Decision-Domain-Guided Cross-Fidelity Refinement Polaris: Multi-Fidelity Design Space Exploration of Deep Learning Accelerators

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-05T21:50:51.744950Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:50:51.744950Z digest=sha256:b0f0b68c785c22dbc907acf9b02cc6cc9a297cf8461452781414a2208d64bc5c

Observation 9ee6f5dd-4b02-429f-8607-f1f4f6d9fbf9 · outbound

This paper cites SoW-X: A novel system-on-wafer technology for next generation AI server application,.

Fovea: Physical-Implication-Aware Wafer-Scale DSE with Decision-Domain-Guided Cross-Fidelity Refinement SoW-X: A novel system-on-wafer technology for next generation AI server application,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:50:55.756945Z

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=2026-08-05T21:50:51.817165Z digest=sha256:9fa20f9677f94abf7b8c101f13213570fc8aa2203f7e3f29d4eea5decb0c8c1a

Observation c51f0719-76c8-4dd6-8ed6-d0336d34eeac · outbound

This paper cites MLCommons Chakra: Advancing Performance Benchmarking and Co-design using Standardized Execution Traces.

Fovea: Physical-Implication-Aware Wafer-Scale DSE with Decision-Domain-Guided Cross-Fidelity Refinement MLCommons Chakra: Advancing Performance Benchmarking and Co-design using Standardized Execution Traces

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-05T21:50:51.872226Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:50:51.872226Z digest=sha256:498491dcf87620e625827cd790439cecdef7aae28f252823c653c3b142e7ff1e

Observation 33e6044f-1013-4b5c-9eed-053522ba910d · outbound

This paper cites Correlated multi-objective multi-fidelity optimization for HLS directives design,.

Fovea: Physical-Implication-Aware Wafer-Scale DSE with Decision-Domain-Guided Cross-Fidelity Refinement Correlated multi-objective multi-fidelity optimization for HLS directives design,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:50:55.586770Z

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=2026-08-05T21:50:51.950189Z digest=sha256:b5a3cf2363b4dd6f809a54207eab20ee7fdb02fa4b266594edc414fc20ec632c

Observation 93ad4c97-0ed4-485a-93c1-e00332ee75ef · outbound

This paper cites The microarchitecture of Dojo, Tesla’s exa-scale computer,.

Fovea: Physical-Implication-Aware Wafer-Scale DSE with Decision-Domain-Guided Cross-Fidelity Refinement The microarchitecture of Dojo, Tesla’s exa-scale computer,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:50:55.436238Z

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=2026-08-05T21:50:52.014298Z digest=sha256:1f677b7ea76ca49ae550797231b8ba43ec4ad1382c249c671e2957ccc2c587a1

Observation d1e0b7cf-c3ad-4626-949f-2cd40689240f · outbound

This paper cites W ATOS: Efficient LLM training strategies and architecture co- exploration for wafer-scale chip,.

Fovea: Physical-Implication-Aware Wafer-Scale DSE with Decision-Domain-Guided Cross-Fidelity Refinement W ATOS: Efficient LLM training strategies and architecture co- exploration for wafer-scale chip,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:50:55.314939Z

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=2026-08-05T21:50:52.159382Z digest=sha256:0a65cd385fe9c483feb5fbdf642bb8089d8957ed18a544b0b4e347ec71ce9ffa

Observation 585e0b83-5b67-49ed-8297-30679cab71b8 · outbound

This paper cites Designing spatial architectures for sparse attention: STAR accelerator via cross-stage tiling,.

Fovea: Physical-Implication-Aware Wafer-Scale DSE with Decision-Domain-Guided Cross-Fidelity Refinement Designing spatial architectures for sparse attention: STAR accelerator via cross-stage tiling,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:50:55.149959Z

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=2026-08-05T21:50:52.214295Z digest=sha256:bf61e1d5d010c053de43062bc9e7a21d57f42204727e452a2ca2575545a7d952

Observation 07d02595-048d-4f55-b664-2c0699522742 · outbound

This paper cites TEMP: A memory efficient physical-aware tensor partition-mapping framework on wafer-scale chips,.

Fovea: Physical-Implication-Aware Wafer-Scale DSE with Decision-Domain-Guided Cross-Fidelity Refinement TEMP: A memory efficient physical-aware tensor partition-mapping framework on wafer-scale chips,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:50:54.989057Z

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=2026-08-05T21:50:52.283044Z digest=sha256:7ba72588a5324ae9b3f026787efd9e4cf5b5136b1c94a577b0b014b37a844b3e

Observation 16409ec5-e606-4352-bdcf-ee00d9ec16e1 · outbound

This paper cites TMAC: Training- targeted mapping and architecture co-exploration for wafer-scale chips,.

Fovea: Physical-Implication-Aware Wafer-Scale DSE with Decision-Domain-Guided Cross-Fidelity Refinement TMAC: Training- targeted mapping and architecture co-exploration for wafer-scale chips,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:50:54.824572Z

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=2026-08-05T21:50:52.349325Z digest=sha256:1e47ab04048e4c0e0c34e76affaaa19f7a4099d3d552e281304f855ba4095e29

Observation bf743749-c279-458f-b368-5f66ec08a8f6 · outbound

This paper cites MOCAP: Wafer-Scale-Chip-Oriented Memory-Orchestrated Chunked Pipelining Framework for Prefill-Only LLM Inference.

Fovea: Physical-Implication-Aware Wafer-Scale DSE with Decision-Domain-Guided Cross-Fidelity Refinement MOCAP: Wafer-Scale-Chip-Oriented Memory-Orchestrated Chunked Pipelining Framework for Prefill-Only LLM Inference

Reference 45

Resolution
verified exact
local_arxiv, observed 2026-08-05T21:50:53.247085Z

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=2026-08-05T21:50:52.423769Z digest=sha256:477fb7394fb08825e217f660b067cc7d70fe50bc5fe4c0dfda1276e33d34ed85

Observation 9a2b1f71-2df9-4cc0-af91-28b58168de6c · outbound

This paper cites Spatial-aware orches- tration of LLM attention on waferscale chips,.

Fovea: Physical-Implication-Aware Wafer-Scale DSE with Decision-Domain-Guided Cross-Fidelity Refinement Spatial-aware orches- tration of LLM attention on waferscale chips,

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:50:54.625429Z

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=2026-08-05T21:50:52.520159Z digest=sha256:5f0448be24f24557ae2600af7b233a9ab7472667d93ccb15c084e9431f1ad4cb

Observation 01f7a6c2-f5f9-4476-840e-efe3510d5512 · outbound

This paper cites ASTRA-sim2.0: Modeling hierarchical networks and disaggregated systems for large-model training at scale,.

Fovea: Physical-Implication-Aware Wafer-Scale DSE with Decision-Domain-Guided Cross-Fidelity Refinement ASTRA-sim2.0: Modeling hierarchical networks and disaggregated systems for large-model training at scale,

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:50:54.438258Z

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=2026-08-05T21:50:52.640139Z digest=sha256:5d66fe0993de4c790705c9168e34e4cf687399e5c101c4449cec83740ecc1903

Observation 2ef57f30-27c1-4a6c-9c4d-3f5dd3297336 · outbound

This paper cites WSC-LLM: Efficient LLM service and architecture co- exploration for wafer-scale chips,.

Fovea: Physical-Implication-Aware Wafer-Scale DSE with Decision-Domain-Guided Cross-Fidelity Refinement WSC-LLM: Efficient LLM service and architecture co- exploration for wafer-scale chips,

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:50:54.249534Z

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=2026-08-05T21:50:52.709990Z digest=sha256:3e943d83e81234d8f44c39f80c253f66a76833ec14af5c286f755d4feac5b06d

Observation 541ad73c-cbc0-4613-b013-ff32d6b2e124 · outbound

This paper cites Apollo: Transferable architecture exploration,.

Fovea: Physical-Implication-Aware Wafer-Scale DSE with Decision-Domain-Guided Cross-Fidelity Refinement Apollo: Transferable architecture exploration,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:50:54.062918Z

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=2026-08-05T21:50:52.782187Z digest=sha256:0eaffd370f899a5bd5f2688bd60f7dcc9569eda730d69b4852686ef40e25c147

Observation f6d72dc3-b9b5-48b0-ba44-ef3cca9085dc · outbound

This paper cites an unresolved cited work.

Fovea: Physical-Implication-Aware Wafer-Scale DSE with Decision-Domain-Guided Cross-Fidelity Refinement Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-05T21:50:53.865075Z

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=2026-08-05T21:50:52.857097Z digest=sha256:006e47f831b7b9d40e0ff2763470c8dc5171749ea69c4a44c90b77630759a6d5

Observation 72fe5cf9-ba96-4a5b-b8fc-0300b536db60 · outbound

This paper cites What is DTCO?: An introduction to design–technology co-optimization,.

Fovea: Physical-Implication-Aware Wafer-Scale DSE with Decision-Domain-Guided Cross-Fidelity Refinement What is DTCO?: An introduction to design–technology co-optimization,

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:50:53.686049Z

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=2026-08-05T21:50:52.954850Z digest=sha256:658e3245126247560bd461e90b3a2c92f36bd7ae8d2836a77fe20d8fbfa3826b

Observation 134e4032-e214-47e5-ac3b-dfd18af042f0 · outbound

This paper cites Theseus: Exploring efficient wafer-scale chip design for large language models,.

Fovea: Physical-Implication-Aware Wafer-Scale DSE with Decision-Domain-Guided Cross-Fidelity Refinement Theseus: Exploring efficient wafer-scale chip design for large language models,

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:50:53.490359Z

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=2026-08-05T21:50:53.039068Z digest=sha256:9b4212ab948406c2b1cab2956f653e017cf96bdb693658d46015cfc680d438e9

Observation 8f164d34-edb3-4b25-947b-5ef0eded63d8 · outbound

This paper cites PALM: A Efficient Performance Simulator for Tiled Accelerators with Large-scale Model Training.

Fovea: Physical-Implication-Aware Wafer-Scale DSE with Decision-Domain-Guided Cross-Fidelity Refinement PALM: A Efficient Performance Simulator for Tiled Accelerators with Large-scale Model Training

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-05T21:50:49.199471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:50:49.199471Z digest=sha256:0016a775562599c49a21157c8319a82161c76e1d9fa78fc292febc1d74a100a4

Pith citing papers

No inbound Pith citation observations are available.