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Paper Citation Record · LEDGER

No Free Lunch in Flow Surrogates under Time-Varying Boundary Conditions: A Two-Regime Study

As of 10 August 2026, this Paper Citation Record lists 70 of 70 outbound references and 0 inbound Pith citation observations for arXiv:2607.23667.

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

pith.paper-citation-record.v1
2607.23667 v1

Coverage vector

measured 70 of 70 reference resolution

Typed states for the displayed outbound observations.

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measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

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measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

70 of 70 outbound references displayed

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External citation measurements

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Outbound references

Observation bdc4ae3a-69ca-4062-a679-311d24c9e07a · outbound

This paper cites an unresolved cited work.

No Free Lunch in Flow Surrogates under Time-Varying Boundary Conditions: A Two-Regime Study Unresolved cited work

Reference 1

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Observation de9e0e26-eb8f-48bf-bd36-ce6addb489a1 · outbound

This paper cites Winkler, T.

No Free Lunch in Flow Surrogates under Time-Varying Boundary Conditions: A Two-Regime Study Winkler, T

Reference 2

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Observation b7b13d50-f420-4f3e-9b4f-8323aafa2366 · outbound

This paper cites Krishnan, J.

No Free Lunch in Flow Surrogates under Time-Varying Boundary Conditions: A Two-Regime Study Krishnan, J

Reference 3

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No Free Lunch in Flow Surrogates under Time-Varying Boundary Conditions: A Two-Regime Study Unresolved cited work

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Observation e4d889d5-1d9c-4494-b8c9-a3638a3430a9 · outbound

This paper cites Cheng, A.

No Free Lunch in Flow Surrogates under Time-Varying Boundary Conditions: A Two-Regime Study Cheng, A

Reference 5

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No Free Lunch in Flow Surrogates under Time-Varying Boundary Conditions: A Two-Regime Study Unresolved cited work

Reference 6

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No Free Lunch in Flow Surrogates under Time-Varying Boundary Conditions: A Two-Regime Study Unresolved cited work

Reference 7

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No Free Lunch in Flow Surrogates under Time-Varying Boundary Conditions: A Two-Regime Study Unresolved cited work

Reference 8

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No Free Lunch in Flow Surrogates under Time-Varying Boundary Conditions: A Two-Regime Study Unresolved cited work

Reference 9

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No Free Lunch in Flow Surrogates under Time-Varying Boundary Conditions: A Two-Regime Study Unresolved cited work

Reference 10

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No Free Lunch in Flow Surrogates under Time-Varying Boundary Conditions: A Two-Regime Study Unresolved cited work

Reference 11

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Observation fe4a2d0e-07b8-4a0a-ae9d-20321976fc78 · outbound

This paper cites Berkooz, P.

No Free Lunch in Flow Surrogates under Time-Varying Boundary Conditions: A Two-Regime Study Berkooz, P

Reference 12

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Observation 256a1d4c-1d1c-4ae5-a08a-436908612197 · outbound

This paper cites Benner, S.

No Free Lunch in Flow Surrogates under Time-Varying Boundary Conditions: A Two-Regime Study Benner, S

Reference 13

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No Free Lunch in Flow Surrogates under Time-Varying Boundary Conditions: A Two-Regime Study Unresolved cited work

Reference 14

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Observation 824c66d7-0a14-4b9e-b138-20dd2519886d · outbound

This paper cites Variational Autoencoding Neural Operators.

No Free Lunch in Flow Surrogates under Time-Varying Boundary Conditions: A Two-Regime Study Variational Autoencoding Neural Operators

Reference 15

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Observation a6549861-22ed-48a7-b2b8-d6b01e73133a · outbound

This paper cites Farenga, S.

No Free Lunch in Flow Surrogates under Time-Varying Boundary Conditions: A Two-Regime Study Farenga, S

Reference 16

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Observation 17dc4c81-3b09-44ef-ab06-4f185338fc9b · outbound

This paper cites Oommen, K.

No Free Lunch in Flow Surrogates under Time-Varying Boundary Conditions: A Two-Regime Study Oommen, K

Reference 17

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Observation bec5bc38-e4d8-4e67-90a5-6fca86ea1913 · outbound

This paper cites AROMA: Preserving Spatial Structure for Latent PDE Modeling with Local Neural Fields.

No Free Lunch in Flow Surrogates under Time-Varying Boundary Conditions: A Two-Regime Study AROMA: Preserving Spatial Structure for Latent PDE Modeling with Local Neural Fields

Reference 18

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No Free Lunch in Flow Surrogates under Time-Varying Boundary Conditions: A Two-Regime Study Unresolved cited work

Reference 19

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Observation 89c6f66e-b4e2-4398-a941-fd615bb06159 · outbound

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No Free Lunch in Flow Surrogates under Time-Varying Boundary Conditions: A Two-Regime Study Unresolved cited work

Reference 20

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Observation 29b4179e-8333-4196-8ce7-fcf9a1051624 · outbound

This paper cites Bhattacharya, B.

No Free Lunch in Flow Surrogates under Time-Varying Boundary Conditions: A Two-Regime Study Bhattacharya, B

Reference 21

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No Free Lunch in Flow Surrogates under Time-Varying Boundary Conditions: A Two-Regime Study Unresolved cited work

Reference 22

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This paper cites Lanthaler, S.

No Free Lunch in Flow Surrogates under Time-Varying Boundary Conditions: A Two-Regime Study Lanthaler, S

Reference 23

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Observation 965fcf3f-edf5-40d3-a76d-ae2bbfa29915 · outbound

This paper cites Fourier Neural Operator for Parametric Partial Differential Equations.

No Free Lunch in Flow Surrogates under Time-Varying Boundary Conditions: A Two-Regime Study Fourier Neural Operator for Parametric Partial Differential Equations

Reference 24

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Observation 98a9c6c5-790a-49fd-a4d0-72bd984d456f · outbound

This paper cites Tripura, S.

No Free Lunch in Flow Surrogates under Time-Varying Boundary Conditions: A Two-Regime Study Tripura, S

Reference 25

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This paper cites Choose a Transformer: Fourier or Galerkin.

No Free Lunch in Flow Surrogates under Time-Varying Boundary Conditions: A Two-Regime Study Choose a Transformer: Fourier or Galerkin

Reference 26

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Observation 6dc53985-19d8-4434-ab0d-55d44ee5057e · outbound

This paper cites GNOT: A General Neural Operator Transformer for Operator Learning.

No Free Lunch in Flow Surrogates under Time-Varying Boundary Conditions: A Two-Regime Study GNOT: A General Neural Operator Transformer for Operator Learning

Reference 27

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Observation fc152d7d-1279-4cb9-b8f6-367f35098db8 · outbound

This paper cites U-NO: U-shaped Neural Operators.

No Free Lunch in Flow Surrogates under Time-Varying Boundary Conditions: A Two-Regime Study U-NO: U-shaped Neural Operators

Reference 28

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Observation 46e9a34a-9fe9-41ad-802a-439348b7445a · outbound

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No Free Lunch in Flow Surrogates under Time-Varying Boundary Conditions: A Two-Regime Study Kontolati, S

Reference 29

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No Free Lunch in Flow Surrogates under Time-Varying Boundary Conditions: A Two-Regime Study Mandl, D

Reference 30

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This paper cites On the Benefits of Memory for Modeling Time-Dependent PDEs.

No Free Lunch in Flow Surrogates under Time-Varying Boundary Conditions: A Two-Regime Study On the Benefits of Memory for Modeling Time-Dependent PDEs

Reference 31

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No Free Lunch in Flow Surrogates under Time-Varying Boundary Conditions: A Two-Regime Study Unresolved cited work

Reference 32

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No Free Lunch in Flow Surrogates under Time-Varying Boundary Conditions: A Two-Regime Study Unresolved cited work

Reference 33

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Observation 3c6eed9b-2d1c-47d0-9f2f-5c504fa6a5ba · outbound

This paper cites Recurrent Neural Operators: Stable Long-Term PDE Prediction.

No Free Lunch in Flow Surrogates under Time-Varying Boundary Conditions: A Two-Regime Study Recurrent Neural Operators: Stable Long-Term PDE Prediction

Reference 34

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Observation 810289f9-fbb4-48d5-9d80-196fe64d8e4e · outbound

This paper cites Message Passing Neural PDE Solvers.

No Free Lunch in Flow Surrogates under Time-Varying Boundary Conditions: A Two-Regime Study Message Passing Neural PDE Solvers

Reference 35

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Observation 6919013c-1a62-4826-86d1-7f3357592f43 · outbound

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No Free Lunch in Flow Surrogates under Time-Varying Boundary Conditions: A Two-Regime Study PDE-Refiner: Achieving Accurate Long Rollouts with Neural PDE Solvers

Reference 36

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Observation 6dc7aebd-b52a-4b62-9534-c85266d0f49e · outbound

This paper cites On instabilities in neural network-based physics simulators.

No Free Lunch in Flow Surrogates under Time-Varying Boundary Conditions: A Two-Regime Study On instabilities in neural network-based physics simulators

Reference 37

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Observation 843ea354-6b1d-4dd3-9ccf-f7164fb88e97 · outbound

This paper cites Solver-in-the-Loop: Learning from Differentiable Physics to Interact with Iterative PDE-Solvers.

No Free Lunch in Flow Surrogates under Time-Varying Boundary Conditions: A Two-Regime Study Solver-in-the-Loop: Learning from Differentiable Physics to Interact with Iterative PDE-Solvers

Reference 38

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source=pdf_text observed=2026-07-30T16:23:26.601831Z digest=sha256:ed60c322dde1da6dd2ccf487287ea255531e5b01b1b8d3b5fb8817be53936c69

Observation 287460f7-5403-4762-a2e1-1b5bfac9b161 · outbound

This paper cites Clark Di Leoni, L.

No Free Lunch in Flow Surrogates under Time-Varying Boundary Conditions: A Two-Regime Study Clark Di Leoni, L

Reference 40

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source=pdf_text observed=2026-07-30T16:23:26.622253Z digest=sha256:7c912f6e5236fcd14b5a3f29de51932614ae8d777ccea1b688796c2e000fb97e

Observation 7287d5d9-0bef-4936-a60a-161eda0f5ef7 · outbound

This paper cites an unresolved cited work.

No Free Lunch in Flow Surrogates under Time-Varying Boundary Conditions: A Two-Regime Study Unresolved cited work

Reference 41

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source=pdf_text observed=2026-07-30T16:23:26.632679Z digest=sha256:ba47bc0648189d6d298e7bb108d6c0ac91c32cddda931e756c9dadfe4cd41109

Observation 646c6473-c9d4-45b2-8cbc-c5381e996d9f · outbound

This paper cites Nayak, S.

No Free Lunch in Flow Surrogates under Time-Varying Boundary Conditions: A Two-Regime Study Nayak, S

Reference 42

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source=pdf_text observed=2026-07-30T16:23:26.645263Z digest=sha256:b39bbe97bc668e8155b1518c76e93af5591534ad9026eb2b4534baf0cf2fce3d

Observation e1aeeec8-cce3-44f1-a738-dc262da3198f · outbound

This paper cites an unresolved cited work.

No Free Lunch in Flow Surrogates under Time-Varying Boundary Conditions: A Two-Regime Study Unresolved cited work

Reference 43

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source=pdf_text observed=2026-07-30T16:23:26.656957Z digest=sha256:cfefc422d014ee85a75e0653886af8a3d072552735dd1672bffe50b4d1be65f1

Observation 7f0bd6a0-230f-4deb-9951-227241739818 · outbound

This paper cites McGreivy, A.

No Free Lunch in Flow Surrogates under Time-Varying Boundary Conditions: A Two-Regime Study McGreivy, A

Reference 44

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source=pdf_text observed=2026-07-30T16:23:26.667374Z digest=sha256:7f3877741f1b44a69365644dd8f57f3d4547ba96c9b24a7bd8d7f13d8c5de281

Observation 86c72404-d19a-47f4-86f9-01606620f502 · outbound

This paper cites What You See is Not What You Get: Neural Partial Differential Equations and The Illusion of Learning.

No Free Lunch in Flow Surrogates under Time-Varying Boundary Conditions: A Two-Regime Study What You See is Not What You Get: Neural Partial Differential Equations and The Illusion of Learning

Reference 45

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source=pdf_text observed=2026-07-30T16:23:26.679435Z digest=sha256:e8500490fdbb319db5611a9edb56361b5ba08822ebb4044daccbcdfa60bcc78c

Observation d94d051e-c8e5-4310-8491-8cdcd50d62c6 · outbound

This paper cites Koehler, N.

No Free Lunch in Flow Surrogates under Time-Varying Boundary Conditions: A Two-Regime Study Koehler, N

Reference 46

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source=pdf_text observed=2026-07-30T16:23:26.693035Z digest=sha256:588679a31c9c5bd4b22edc601ed687d8b103af0e59869527011ed2283119ebe2

Observation 3d1cec45-6efe-4e69-b1d3-b27683ed43bc · outbound

This paper cites an unresolved cited work.

No Free Lunch in Flow Surrogates under Time-Varying Boundary Conditions: A Two-Regime Study Unresolved cited work

Reference 47

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source=pdf_text observed=2026-07-30T16:23:26.701896Z digest=sha256:cada0d4010352490725270ebe6bc2d55c5b676364e27671ec37ee4be5a5aa494

Observation d8e28845-d695-41f8-95cb-75db849eb246 · outbound

This paper cites Westermann, B.

No Free Lunch in Flow Surrogates under Time-Varying Boundary Conditions: A Two-Regime Study Westermann, B

Reference 48

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source=pdf_text observed=2026-07-30T16:23:26.711047Z digest=sha256:422b4982669337b62decce96dcff0b42b97e1ae4f00377180299f14d657a9730

Observation 16b78abd-c41d-4b45-b1a2-f8474aa238b2 · outbound

This paper cites an unresolved cited work.

No Free Lunch in Flow Surrogates under Time-Varying Boundary Conditions: A Two-Regime Study Unresolved cited work

Reference 49

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no resolver link, observed 2026-07-30T16:23:26.719177Z

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source=pdf_text observed=2026-07-30T16:23:26.719177Z digest=sha256:1376fa9dc3eb623e081e3309a076c74bce9c537b12ca2a0c4f2a91902030fd54

Observation c306a7f2-0cf9-4f11-9efa-5411fef32672 · outbound

This paper cites an unresolved cited work.

No Free Lunch in Flow Surrogates under Time-Varying Boundary Conditions: A Two-Regime Study Unresolved cited work

Reference 50

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source=pdf_text observed=2026-07-30T16:23:26.727634Z digest=sha256:16963ee26ff4d163869eeab1853edc981da75c5384f4f469d59a57d0f3db7fc2

Observation 117a3a35-b5df-4c10-bb3d-4fe1adc229fe · outbound

This paper cites Borucki, Y.

No Free Lunch in Flow Surrogates under Time-Varying Boundary Conditions: A Two-Regime Study Borucki, Y

Reference 51

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verified exact
doi, observed 2026-07-30T16:26:16.343545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-30T16:23:26.737617Z digest=sha256:68653612d056aab04239103c5326bcd1d7e25fa081f418ad5c3daa137df41c67

Observation 61f3e1a8-d936-494b-8236-fb9a5bc9149a · outbound

This paper cites an unresolved cited work.

No Free Lunch in Flow Surrogates under Time-Varying Boundary Conditions: A Two-Regime Study Unresolved cited work

Reference 52

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source=pdf_text observed=2026-07-30T16:23:26.744548Z digest=sha256:2b20cfa56d1fd2322c15fe8d0d5a87540ef91c4d9cc4e8ad38d783eb19e74344

Observation 9ad9f3c2-5eba-486e-b525-ed09d26ffc00 · outbound

This paper cites Schäfer, S.

No Free Lunch in Flow Surrogates under Time-Varying Boundary Conditions: A Two-Regime Study Schäfer, S

Reference 53

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source=pdf_text observed=2026-07-30T16:23:26.754275Z digest=sha256:9137219e2c91515fc1a66a487204e4dea1a93046bada90be2ecba1adb263b05f

Observation 62c9e3da-25cc-4f63-b58c-4582184b92fe · outbound

This paper cites an unresolved cited work.

No Free Lunch in Flow Surrogates under Time-Varying Boundary Conditions: A Two-Regime Study Unresolved cited work

Reference 54

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source=pdf_text observed=2026-07-30T16:23:26.762987Z digest=sha256:c50e994c1596110fe2067ca9ecf801abe6649fe4202fec3e599d8ce854047dd6

Observation 7c97b922-d565-41fc-ba09-9ded8ff0656e · outbound

This paper cites an unresolved cited work.

No Free Lunch in Flow Surrogates under Time-Varying Boundary Conditions: A Two-Regime Study Unresolved cited work

Reference 55

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source=pdf_text observed=2026-07-30T16:23:26.779757Z digest=sha256:bc8f6caa022143e5616e2d201c438d8db4d14a8e4382f494ebbb63859c58bf7c

Observation c4934fd4-7707-411b-adb5-3e5a58a2f8a5 · outbound

This paper cites Lusch, J.

No Free Lunch in Flow Surrogates under Time-Varying Boundary Conditions: A Two-Regime Study Lusch, J

Reference 56

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source=pdf_text observed=2026-07-30T16:23:26.794163Z digest=sha256:f7e0f762c63d04fcbb5c50bb7a7eb35f8f5bc4a70fffe2b61ff883964f227c52

Observation 3aa25b98-fc75-49fe-95f1-45d1c6624d3e · outbound

This paper cites an unresolved cited work.

No Free Lunch in Flow Surrogates under Time-Varying Boundary Conditions: A Two-Regime Study Unresolved cited work

Reference 58

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source=pdf_text observed=2026-07-30T16:23:26.824960Z digest=sha256:d355b2b3c8ce1fe42d205ba3664d0312bcb532f9c46402563dc1c6d62036cf22

Observation 548b789a-8bd1-4cf1-b599-4ab45eec16dc · outbound

This paper cites an unresolved cited work.

No Free Lunch in Flow Surrogates under Time-Varying Boundary Conditions: A Two-Regime Study Unresolved cited work

Reference 59

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source=pdf_text observed=2026-07-30T16:23:26.833680Z digest=sha256:3735c836b1f0a440eaba046ae3a2b7d8ae7d2fe11cfa125bcbfb1feec618a58c

Observation cdf88450-b4b2-4a2b-896c-4bc5a105925a · outbound

This paper cites an unresolved cited work.

No Free Lunch in Flow Surrogates under Time-Varying Boundary Conditions: A Two-Regime Study Unresolved cited work

Reference 60

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source=pdf_text observed=2026-07-30T16:23:26.841015Z digest=sha256:4420ec1cab5b4433154bd3224b6b8f05e536f4e5ee7dbcf5a7fdbf04f3e02541

Observation af88ecc1-36ea-4075-9c42-cd6a578027af · outbound

This paper cites Efficiently Modeling Long Sequences with Structured State Spaces.

No Free Lunch in Flow Surrogates under Time-Varying Boundary Conditions: A Two-Regime Study Efficiently Modeling Long Sequences with Structured State Spaces

Reference 61

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source=pdf_text observed=2026-07-30T16:23:26.847042Z digest=sha256:40ac0c207f62a09f0291df337aba6adc96dc21fba2d4ec7d0983b01d0f5fc88c

Observation a246eaec-4e7d-4219-b535-27b6a464e2e6 · outbound

This paper cites On the Parameterization and Initialization of Diagonal State Space Models.

No Free Lunch in Flow Surrogates under Time-Varying Boundary Conditions: A Two-Regime Study On the Parameterization and Initialization of Diagonal State Space Models

Reference 62

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unresolved
no resolver link, observed 2026-07-30T16:23:26.854375Z

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source=pdf_text observed=2026-07-30T16:23:26.854375Z digest=sha256:300f3e5f0d22976e4f044b22efbf3923987c277302777ee3b8fb024145377f45

Observation e8602abe-0097-4db7-b42d-dc251d2a1cd3 · outbound

This paper cites Mamba: Linear-Time Sequence Modeling with Selective State Spaces.

No Free Lunch in Flow Surrogates under Time-Varying Boundary Conditions: A Two-Regime Study Mamba: Linear-Time Sequence Modeling with Selective State Spaces

Reference 63

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source=pdf_text observed=2026-07-30T16:23:26.861031Z digest=sha256:08b9c32bd60315cbe605937d636231724499ee2778a7f2f8a0a686a9f3d60f73

Observation 20673838-1872-4ee0-9d63-6bd9dcfa63f8 · outbound

This paper cites Gu, Modeling sequences with structured state spaces, Ph.D.

No Free Lunch in Flow Surrogates under Time-Varying Boundary Conditions: A Two-Regime Study Gu, Modeling sequences with structured state spaces, Ph.D

Reference 64

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source=pdf_text observed=2026-07-30T16:23:26.872271Z digest=sha256:89b30e122b7239fd870c2b30b0b7fed1426c04fbe33c2173c236cb9545c20b16

Observation e8034ad5-cef4-4da4-88cc-6d6e1b8b43cc · outbound

This paper cites Pointwise Metrics Mislead: An Evaluation Protocol for Multimodal Inverse Problems.

No Free Lunch in Flow Surrogates under Time-Varying Boundary Conditions: A Two-Regime Study Pointwise Metrics Mislead: An Evaluation Protocol for Multimodal Inverse Problems

Reference 65

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no resolver link, observed 2026-07-30T16:23:26.880464Z

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source=pdf_text observed=2026-07-30T16:23:26.880464Z digest=sha256:6b107959155008f7dfe30223a9ff571be9e92d4229e11660f0038014a48c55f0

Observation 214cc975-cfcc-4fd1-959a-0e4f0dedfc77 · outbound

This paper cites Gelman, E.

No Free Lunch in Flow Surrogates under Time-Varying Boundary Conditions: A Two-Regime Study Gelman, E

Reference 66

Resolution
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no resolver link, observed 2026-07-30T16:23:26.891589Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-30T16:23:26.891589Z digest=sha256:9b0b51f55f4a8637f427ac93b40b2957c9451590552155d3db58c0517f5a3884

Observation edc892f7-80c1-4227-8f9f-2f54e6c79254 · outbound

This paper cites an unresolved cited work.

No Free Lunch in Flow Surrogates under Time-Varying Boundary Conditions: A Two-Regime Study Unresolved cited work

Reference 67

Resolution
verified exact
doi, observed 2026-07-30T16:26:15.862644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-30T16:23:26.899402Z digest=sha256:44627ee1cd6432b51c49284865f13bc703b34bfb811d0bb680dd6deb56cf334d

Observation 19af3085-6401-4f9e-97ec-1ee320e33051 · outbound

This paper cites an unresolved cited work.

No Free Lunch in Flow Surrogates under Time-Varying Boundary Conditions: A Two-Regime Study Unresolved cited work

Reference 68

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no resolver link, observed 2026-07-30T16:23:26.907749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-30T16:23:26.907749Z digest=sha256:7d3e68d63bf2cd3e016e97a251cc82d00d9f6168f87a0a458be1d668766535e7

Observation c9e69991-a2a4-4636-a8cd-6ce0098def07 · outbound

This paper cites Geometry-Informed Neural Operator for Large-Scale 3D PDEs.

No Free Lunch in Flow Surrogates under Time-Varying Boundary Conditions: A Two-Regime Study Geometry-Informed Neural Operator for Large-Scale 3D PDEs

Reference 69

Resolution
unresolved
no resolver link, observed 2026-07-30T16:23:26.920415Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-30T16:23:26.920415Z digest=sha256:97e3f2955d6b7575aa28f7994f98e33c796f41193527349c5993b39103036e44

Observation 814776fb-22ce-48d9-a113-eb54e7212441 · outbound

This paper cites Peyvan, V.

No Free Lunch in Flow Surrogates under Time-Varying Boundary Conditions: A Two-Regime Study Peyvan, V

Reference 70

Resolution
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no resolver link, observed 2026-07-30T16:23:26.946122Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-30T16:23:26.946122Z digest=sha256:ba41c07d5b428601a9a4fce88ea31c3b43231127ba15839a47b89efeb504e4e8

Observation 9cc48219-df86-4c0b-8b00-1a9654e7495d · outbound

This paper cites Active Learning for Neural PDE Solvers.

No Free Lunch in Flow Surrogates under Time-Varying Boundary Conditions: A Two-Regime Study Active Learning for Neural PDE Solvers

Reference 71

Resolution
unresolved
no resolver link, observed 2026-07-30T16:23:26.954959Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-30T16:23:26.954959Z digest=sha256:4b3df9f7d6fd0f1c5eb0ee88e533bdbf6f021d1c5dd262c26580ff497590b6bd

Observation 29c8536f-1f4f-4d50-a59e-e0f3dd713cba · outbound

This paper cites Geometric and Physical Constraints Synergistically Enhance Neural PDE Surrogates.

No Free Lunch in Flow Surrogates under Time-Varying Boundary Conditions: A Two-Regime Study Geometric and Physical Constraints Synergistically Enhance Neural PDE Surrogates

Reference 72

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no resolver link, observed 2026-07-30T16:23:26.962085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-30T16:23:26.962085Z digest=sha256:093c59ece29f94e382c97860857ef6f1ae6177479e45fa225d108de15a600e43

Pith citing papers

No inbound Pith citation observations are available.