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Paper Citation Record · LEDGER

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

As of 8 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 2026-08-08T06:32:00.761636+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

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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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+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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verified fuzzy
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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:50:48.249840Z digest=sha256:4169dee05ca7d84935e41bfbd908f8dc9025b36f6e4faf2d8ff3432cdc599737

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:50:48.427993Z digest=sha256:ea4c1520446c75bc78233a7dcd2eab5f0106cbfbf00c815a12af60c63c296a7d

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:50:48.619178Z digest=sha256:396bd8c159ac649e84f7f2f1fbac5b72a9c8f3c968cbc0490c1eb03daad3c218

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:50:48.831206Z digest=sha256:f61e694ad5981866cf8c5717f1fd609510c660c60e926b5430d546aee51c133a

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:50:49.288858Z digest=sha256:16130256fd8f50043557f7861e7bda77bdec56d4fcdf24ba28d1ee89c19f864d

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:50:49.366340Z digest=sha256:a820094050229bb04b0f69e3f35be535b48bc90f6d6345c6f9167e862ce10ced

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:50:49.476511Z digest=sha256:e34eac295d0501a63698a5bc27ab38a73120141e0b252c485269af53b50d8ab5

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

Resolution
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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:50:49.635194Z digest=sha256:a2665d48e20c3d58aad7c3ff72e9ff27e11b605437efc07ef9400b365cba8029

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:50:49.714627Z digest=sha256:d0ece1a63dd45b08e2c402b872de90ceb61c6dcdb4954cf5481eb24e374f6cbe

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:50:49.792996Z digest=sha256:7609cda444ef1d63e060d45658baaf36a1515e9cf4fb0655a0f90bbe82e351b7

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:50:49.905270Z digest=sha256:f4cc32d2a87fba6e8dad8ee7c6cc0a950859580063752baef74f5dcde090cd1b

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:50:49.989750Z digest=sha256:693ec94165c63dbc8d940bdb2ec9829c8f73a5fe437897eddcebfa3f1c5f5fcc

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
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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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:50:50.137345Z digest=sha256:1001d80a24ab973b3245172a48a437ad15ab8fddeb694df8f161f7cd01a9c5ca

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:50:50.236704Z digest=sha256:0dc7e7c706fac564d8d2d65cd0e16345b6c899809caa9cc0762a0efa2bf6cec5

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:50:50.318263Z digest=sha256:de7752bbca1d611a984eae2bb155ce447dc2e14561dd5d6719fba14de805e300

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:50:50.402262Z digest=sha256:1f0f4a5ad54f323ef1f596fc67755edffd439a0617c245aabf5675a1d8a59830

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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verified fuzzy
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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:50:50.494667Z digest=sha256:d442dfd0fcc163de317df6ef22067861bd3ec79507e3d60c6093d12f5e81fd99

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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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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:50:50.590987Z digest=sha256:7df287065cf9631e4b6cfc03f5415b0701815df360baabb4f3cdc4e7bfd41a08

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:50:50.687468Z digest=sha256:480ce0e7330d90cfbc658348810b2d21fb29cad4bf4d77ac5eaea287479440d1

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:50:50.782076Z digest=sha256:0210ca0280aade8848799b7d38a9611596ddc9587e32d8a76e13d92c35615d6c

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:50:50.859140Z digest=sha256:a4dd66bbf26bbe8d15d86e8664bf3c514a4f3c0c24e59d431a92fe7bd4349385

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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verified fuzzy
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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:50:50.978655Z digest=sha256:2d6bb1c690dea31b7f5425dd9ac69ff8775bd3309323b4642da256326617a05d

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
verified fuzzy
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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:50:51.062095Z digest=sha256:e9e5ffe5fcf2a9e782d9b3329f62901833ec50d4b754d737dc70e64f51512eb6

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

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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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:50:51.157011Z digest=sha256:983ac08847f5e7dc0d69f517c1431e3689f8efd286b187bef8194406f1d5e010

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:50:51.270719Z digest=sha256:e183943babf11720ede926a9ad0f441a05ffaed5ee1aae0a32c777f0f0189f3e

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:c2769a3e9b789db09e641f74db1d1c92efd6cd32adb00b3883b264d0861b2a00

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:50:51.476985Z digest=sha256:58385e5a51830f300ebfc93d2a91a4a554d6a37cfb81182331179e1c187a7241

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:50:51.570482Z digest=sha256:78f41a931c3d8d23f4d24cc1f7cc640b3221ad214105d002c8d83e4e1c13f546

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:50:51.668058Z digest=sha256:7a47213ef4696ae4c1c9de1ff034068a00cdbf33711acf5811c85595b23d3e57

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=sha256:32a3dd6f0dbc872851a62ce7b40e8e64e2bca23e09fa3cede4a5fd2fd8afe89a

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:50:51.817165Z digest=sha256:991590c490d39ebf418f01d4eaa614b78c5ed57d9ecf2893f03fc6eb923dec56

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:fa9e58c63c3ddc65e2039e2b4126c863540dc2cc4301ee19ab3169966f8d706d

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:50:51.950189Z digest=sha256:c5279adca5561256f372188e12d3a92688aae64eafd898f88096a52236889b89

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:50:52.014298Z digest=sha256:06128b021cc5d49e46f98f1d76262d03cc79398215bd694fd8bd86797976df2f

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:50:52.159382Z digest=sha256:b023ed1dba41263e221ffc4cce75c55af7c4ec897ea86ac8bb58e3f1534705e3

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:50:52.214295Z digest=sha256:54baddee3cba1d57295fe65bcaba93ba9edc669865b8cd18eb13d976ffa10718

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:50:52.283044Z digest=sha256:726ced6d0a5b185bf176e1329c829b8a42095065f3d64465166355883a84b98d

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:50:52.349325Z digest=sha256:2eb79c16cd3f22b3d589f791f81f4c21f33fe34442ae249806d5f82d42c18284

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:50:52.423769Z digest=sha256:6d7158afa8435987819d475cbd045fe62b1f8a8ff84bc0260233394052282e3f

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:50:52.520159Z digest=sha256:671ef30c499f1cabad669778138d9694dfcc2d653dc9f6c587d86d9d02df2ce2

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:50:52.640139Z digest=sha256:eabd17ae0b9e464e770d56c7ab8427b027d470dfa28c033b94b8e375c0143877

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:50:52.709990Z digest=sha256:b687e06b6f5cfafcffba3d1cd53ec91e667f4bc3d92c42f43f084ff171941fdb

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:50:52.782187Z digest=sha256:58d91007e00457161ff4044c0a289e2f5d52490c6959cc52310c9395ed882d9d

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:50:52.857097Z digest=sha256:675c4b94c4f08af71da727775d2b419a8aa0332b2b8dc48932662f7226e5569a

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:50:52.954850Z digest=sha256:21e5cb4f80ea1ac4c577a0b3ba4760df669bd9f56b4c0d4574a580971bf581e7

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:50:53.039068Z digest=sha256:33d95291f907981f2963f8309b76dfcf8665065e5a32a617f1020987f6efc64d

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=sha256:2df23ca78fa13f6a4ca7929524c883d8587bcc65ace8ec6013c35a311cac1de2

Pith citing papers

No inbound Pith citation observations are available.