Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data | Paper Citation Record

Observation 8c4aef9c-eb1c-45a4-ae42-4f887c4798de · outbound

This paper cites an unresolved cited work.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-07-08T21:25:39.584735Z

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Observation c5039026-1c75-4a16-ab20-5a69fff1877a · outbound

This paper cites Towards Rapid Constitutive Model Discovery from Multi-Modal Data: Physics Augmented Finite Element Model Updating (paFEMU).

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Towards Rapid Constitutive Model Discovery from Multi-Modal Data: Physics Augmented Finite Element Model Updating (paFEMU)

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-06-30T15:04:46.461643Z

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Observation 4f51ac8e-84ad-4095-8aae-f111110ce904 · outbound

This paper cites an unresolved cited work.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-07-08T21:25:39.522110Z

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Observation ee87d685-0c04-44c5-987e-4b1460a317dc · outbound

This paper cites Regazzoni.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Regazzoni

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T21:25:39.523811Z

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Observation 21ad747c-5c11-4836-a0ee-d630b34862a4 · outbound

This paper cites Roux and F.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Roux and F

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T21:25:39.530336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 12d68c47-18fc-46d3-b622-685c613d948f · outbound

This paper cites Avril, M.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Avril, M

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T21:25:39.518484Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 15ae21c0-b57c-4465-a703-af28db303220 · outbound

This paper cites Pierron and M.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Pierron and M

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T21:25:39.525907Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 95a7fa21-df73-4f7b-b915-95d7d0d138e0 · outbound

This paper cites Römer, S.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Römer, S

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T21:25:39.533881Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 10bf2a92-153b-4397-9d91-619cfb3b4a2a · outbound

This paper cites an unresolved cited work.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-07-08T21:25:39.537683Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 63c1f0b4-fbae-47bf-9a38-dd0ce8d76f4c · outbound

This paper cites Wiesheier, M.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Wiesheier, M

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T21:35:38.083608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 74e01855-d553-4352-8fb7-baca7337629f · outbound

This paper cites Wiesheier, M.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Wiesheier, M

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T21:35:38.085466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 32aacb7a-c1d0-45dd-83bc-1bf787bbc94a · outbound

This paper cites Physics-Informed Neural Networks for Material Model Calibration from Full-Field Displacement Data.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Physics-Informed Neural Networks for Material Model Calibration from Full-Field Displacement Data

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-06-30T15:04:46.466941Z

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Observation 2edcdda5-892a-4170-95dd-a0a358dd29fc · outbound

This paper cites Anton, Tröger J.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Anton, Tröger J

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T21:35:38.087639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 333efa41-3f2d-4eca-8968-7c557f5bcac2 · outbound

This paper cites an unresolved cited work.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-07-08T21:35:38.089557Z

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Observation 7804a1eb-c5e1-438d-bf6f-bdc05d064e50 · outbound

This paper cites Grédiac and A.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Grédiac and A

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T21:35:38.103512Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0f81f278-12db-4f0a-a6a5-6db356cd12fb · outbound

This paper cites Grédiac, F.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Grédiac, F

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T21:45:40.042550Z

Source-reported events for the cited work

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Observation 659c33c0-f43a-4e51-aa8a-4e850c5722bd · outbound

This paper cites Claire, F.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Claire, F

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T21:45:40.044113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e0264280-ff25-4dd1-a5e8-25029998e073 · outbound

This paper cites Flaschel, S.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Flaschel, S

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T21:35:36.912223Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c12c35ab-7a49-47ff-b1dd-bb0061ec678a · outbound

This paper cites Flaschel, S.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Flaschel, S

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T21:35:36.920281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8e1b058c-701f-4ad9-95e4-6f9105fb5511 · outbound

This paper cites Flaschel, S.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Flaschel, S

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T21:35:36.928648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9d700a35-a4e0-49a4-9f76-db4e5b25857a · outbound

This paper cites Thakolkaran, A.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Thakolkaran, A

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T21:45:40.045652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0f115097-e563-4e05-89e0-8cc1b997864c · outbound

This paper cites Joshi, P.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Joshi, P

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T21:45:40.047164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 854c17b9-6356-4389-98a1-7b499acf58c5 · outbound

This paper cites Marino, M.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Marino, M

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T21:35:36.927014Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1176b5f5-b9eb-4d21-9a1b-5a8617d437be · outbound

This paper cites an unresolved cited work.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-07-08T21:45:40.052204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 543ce7f3-1f66-48ce-a0b4-e87d2be185c4 · outbound

This paper cites Ghouli, M.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Ghouli, M

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T21:45:40.040732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 671ff94a-b198-4449-b0cb-7a7fee59506f · outbound

This paper cites Abbasi, M.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Abbasi, M

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T21:45:40.056686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation cacf910f-74ab-4391-8fb4-d3918fe7d0c9 · outbound

This paper cites Knauf Narouie, J.-H.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Knauf Narouie, J.-H

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T21:45:40.032905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d409bd8b-b591-457e-9291-c1b0295bbb5d · outbound

This paper cites Ghaboussi, J.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Ghaboussi, J

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T21:45:40.034420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 61e008eb-6f54-496f-9464-ac49dc1b4e0c · outbound

This paper cites Abdolazizi, Roland C.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Abdolazizi, Roland C

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T21:35:36.907127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation da1c7065-81b8-4be1-8951-e9845fb1f228 · outbound

This paper cites As’ad and C.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data As’ad and C

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T21:45:40.037679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0d7729cd-5765-48a5-8e00-6b3facc4c0b9 · outbound

This paper cites an unresolved cited work.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-07-08T21:45:40.036070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d6bc55de-45f5-4113-b313-2766418af600 · outbound

This paper cites Linden, D.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Linden, D

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T21:25:37.678164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 335ce7b7-e276-4e80-9e6f-b0177ee32446 · outbound

This paper cites an unresolved cited work.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-07-08T21:45:40.031368Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c50a6203-fff8-4712-9375-8cbea4577642 · outbound

This paper cites an unresolved cited work.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-07-08T21:25:37.683196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation bf877c0d-ddf9-48bc-9f4d-43604babe943 · outbound

This paper cites Tac, F.S.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Tac, F.S

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T21:25:39.543610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 159758dd-d3ac-4468-880a-8a0398106d28 · outbound

This paper cites Kirchdoerfer and M.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Kirchdoerfer and M

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T21:25:39.545460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 587df8ef-1708-489e-a470-97a7f690232c · outbound

This paper cites Ibañez, D.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Ibañez, D

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T21:25:39.549539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 15a34b09-2311-4b61-8b03-7fc0a4d15420 · outbound

This paper cites Schoenauer, M.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Schoenauer, M

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T21:25:39.541837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b863801f-a004-49f0-a11a-46ce772cfaae · outbound

This paper cites Abdusalamov, M.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Abdusalamov, M

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T21:25:37.635147Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c2c9be33-e62e-4550-9e02-eb29023a8e28 · outbound

This paper cites Linka and E.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Linka and E

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T21:25:39.514985Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 56f839a8-1d6f-4949-8677-1b5f95604b7c · outbound

This paper cites Linka and E.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Linka and E

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T21:25:39.527820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 138b135b-146a-49cb-9109-34c4cf970ce9 · outbound

This paper cites The language of hyperelastic materials, 2024.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data The language of hyperelastic materials, 2024

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T21:25:39.516716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c912be2f-60f4-4538-b657-b1102ec850c2 · outbound

This paper cites an unresolved cited work.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-07-08T21:25:39.508387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 65f20d73-2f5c-4bb1-b821-07b8b51c9e75 · outbound

This paper cites Chen and J.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Chen and J

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T21:25:37.684840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d9d34aa4-ca34-42d0-8373-c32f4ee71eef · outbound

This paper cites Input convex neural networks: universal approximation theorem and implementation for isotropic polyconvex hyperelastic energies.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Input convex neural networks: universal approximation theorem and implementation for isotropic polyconvex hyperelastic energies

Reference 45

Resolution: verified exact; local_arxiv, observed 2026-06-30T15:04:46.469398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fe97462f-6b5e-41d2-bc02-d04753ed30fb · outbound

This paper cites Flaschel, P.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Flaschel, P

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T21:35:36.918566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ef39e235-5076-4399-8ba5-6fd91b42e245 · outbound

This paper cites Flaschel, D.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Flaschel, D

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T21:25:37.671652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 68d847c1-f76c-488e-a90a-851860d6ed4b · outbound

This paper cites an unresolved cited work.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-07-08T21:25:37.679772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9876713c-fe46-4bad-9867-d2821ff398d4 · outbound

This paper cites Van Keulen, R.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Van Keulen, R

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T21:25:37.669819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8c6fd4e4-dbbe-4c82-826d-b0964db8462c · outbound

This paper cites an unresolved cited work.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Unresolved cited work

Reference 50

Resolution: unresolved; raw_fallback, observed 2026-07-08T21:25:37.663299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b222e1d3-8be5-4fe5-9eb7-b2048db1d001 · outbound

This paper cites Bradbury, R.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Bradbury, R

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T21:25:37.665105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 39c002ce-738d-45d0-9c96-07014f7ea606 · outbound

This paper cites Griewank and A.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Griewank and A

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T21:25:37.674887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 968baeab-f387-4fad-9846-855a9b8ee83f · outbound

This paper cites an unresolved cited work.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Unresolved cited work

Reference 53

Resolution: unresolved; raw_fallback, observed 2026-07-08T21:45:40.039208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b44c0385-d144-4de1-b19f-aca802f29621 · outbound

This paper cites Springer Berlin Heidelberg, Berlin, Heidelberg, 1984.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Springer Berlin Heidelberg, Berlin, Heidelberg, 1984

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T21:25:39.547464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 97b56419-2df0-4e9e-a6ee-9161c3b85582 · outbound

This paper cites an unresolved cited work.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Unresolved cited work

Reference 55

Resolution: unresolved; raw_fallback, observed 2026-07-08T21:25:39.553207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4f966f86-4a9d-4ce0-8c57-2c33d43b52c8 · outbound

This paper cites A new family of Constitutive Artificial Neural Networks towards automated model discovery.Computer Methods in Applied Mechanics and Engineering, 403:115731, jan 2023.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data A new family of Constitutive Artificial Neural Networks towards automated model discovery.Computer Methods in Applied Mechanics and Engineering, 403:115731, jan 2023

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T21:25:39.551475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 699a449b-01ba-4d83-8b91-027461a8a1bb · outbound

This paper cites an unresolved cited work.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Unresolved cited work

Reference 57

Resolution: unresolved; raw_fallback, observed 2026-07-08T21:25:39.583001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fbe7ad14-71f5-47cc-ab18-c6851df74c05 · outbound

This paper cites Abdolazizi, Kevin Linka, and Christian J.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Abdolazizi, Kevin Linka, and Christian J

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T21:25:37.619320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4aef1238-6f96-45de-8fe1-a682ba195bf0 · outbound

This paper cites Boyd and Lieven Vandenberghe.Convex optimization.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Boyd and Lieven Vandenberghe.Convex optimization

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T21:25:39.511054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 098e930f-c89b-4a18-81ac-a319eb89e280 · outbound

This paper cites Patrick Wilber and Jay R.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Patrick Wilber and Jay R

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T21:25:39.513029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4b2d9687-15d6-48e7-b6e4-051baadcdb1f · outbound

This paper cites Zico Kolter.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Zico Kolter

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T21:25:39.520279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d5918c20-0037-4029-8ede-7414fa3f09c9 · outbound

This paper cites an unresolved cited work.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Unresolved cited work

Reference 62

Resolution: unresolved; raw_fallback, observed 2026-07-08T21:25:39.532104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e0443b8e-b694-4313-8130-ccd641b45925 · outbound

This paper cites an unresolved cited work.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Unresolved cited work

Reference 63

Resolution: unresolved; raw_fallback, observed 2026-07-08T21:25:39.540012Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fb27f9f9-ffc0-408d-bc73-cf1638faef67 · outbound

This paper cites an unresolved cited work.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Unresolved cited work

Reference 64

Resolution: unresolved; raw_fallback, observed 2026-07-08T21:45:40.048663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2107507d-7141-40b8-91c4-a288acb6dad2 · outbound

This paper cites Dassault Systèmes Simulia Corp., Providence, RI, USA, 2024.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Dassault Systèmes Simulia Corp., Providence, RI, USA, 2024

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T21:35:38.105548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation dd07bf14-4cfa-4d33-9b7a-6fecd4e06e9a · outbound

This paper cites Automated derivation of the adjoint of high-level transient finite element programs.SIAM Journal on Scientific Computing, 35(4):C369–C393.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Automated derivation of the adjoint of high-level transient finite element programs.SIAM Journal on Scientific Computing, 35(4):C369–C393

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T21:35:38.107801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 05cbedc9-8a00-4af4-961f-0a5087d1fde7 · outbound

This paper cites A finite element formulation for nonlinear incompressible elastic and inelastic analysis.Computers & Structures, 26(1-2):357–409, 1987.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data A finite element formulation for nonlinear incompressible elastic and inelastic analysis.Computers & Structures, 26(1-2):357–409, 1987

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T21:35:36.923623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 193b59bd-ceb9-4089-a93d-9a7ab6d31ea3 · outbound

This paper cites Mechanical experimental characterisation and numerical modelling of an unfilled silicone rubber.Polymer testing, 27(6):765–777, 2008.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Mechanical experimental characterisation and numerical modelling of an unfilled silicone rubber.Polymer testing, 27(6):765–777, 2008

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T21:35:38.100741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0a065fca-062b-4e59-b413-d242d0db3aa4 · outbound

This paper cites McCulloch, Skyler R.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data McCulloch, Skyler R

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T21:35:38.097078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ddd921cd-2a9a-46df-870d-bfb62dd7b536 · outbound

This paper cites Lecun, L.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Lecun, L

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T21:35:38.098907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 014cc5c8-e6f0-4d2c-8df7-f8073242ac51 · outbound

This paper cites Mechanical mnist: A benchmark dataset for mechanical metamodels.Extreme Mechanics Letters, 36:100659, 2020.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Mechanical mnist: A benchmark dataset for mechanical metamodels.Extreme Mechanics Letters, 36:100659, 2020

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T21:45:40.050494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 110c8c4d-8efe-4055-99d7-2762b4dbf40b · outbound

This paper cites Mechanical mnist challenge dataset.https://www.manuelrausch.com/mnist-challenge, 2025.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Mechanical mnist challenge dataset.https://www.manuelrausch.com/mnist-challenge, 2025

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T21:25:39.535777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c32482ae-6fd6-49cc-95a3-ddda7b64c9c0 · outbound

This paper cites an unresolved cited work.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Unresolved cited work

Reference 73

Resolution: unresolved; raw_fallback, observed 2026-07-08T21:35:38.091442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 63e26b69-52d7-4c40-8e8c-1509713341dc · outbound

This paper cites Handling vanishing gradient problem using artificial derivative.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Handling vanishing gradient problem using artificial derivative

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T21:35:38.093512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2acaac1c-dac5-4798-805a-fe24e031e05b · outbound

This paper cites Holthusen and E.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Holthusen and E

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T21:35:38.095264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c723a2c1-4c35-4bf2-8485-ae60abc80df9 · outbound

This paper cites Holthusen, P.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Holthusen, P

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T21:25:39.575726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b5d665ce-6ea7-4ef0-b475-27665ed926fe · outbound

This paper cites an unresolved cited work.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Unresolved cited work

Reference 77

Resolution: unresolved; raw_fallback, observed 2026-07-08T21:25:39.577547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9e77a11d-569b-4597-afb0-91fffdabee0a · outbound

This paper cites Kalina, Jörg Brummund, Wai Ching Sun, and Markus Kästner.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Kalina, Jörg Brummund, Wai Ching Sun, and Markus Kästner

Reference 78

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T21:25:39.579455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7deb099b-c88f-47e5-bee7-f709bf9710aa · outbound

This paper cites Kalina, Jörg Brummund, WaiChing Sun, and Markus Kästner.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Kalina, Jörg Brummund, WaiChing Sun, and Markus Kästner

Reference 79

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T21:25:39.570152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0904435a-4ea7-4b5c-a88e-7bae78000e95 · outbound

This paper cites Non-smooth optimization meets automated material model discovery.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Non-smooth optimization meets automated material model discovery

Reference 80

Resolution: verified exact; arxiv_id, observed 2026-08-04T02:08:08.792719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 68c82c40-b8bb-43b9-bfd0-7d5a2938c209 · outbound

This paper cites Linka, G.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Linka, G

Reference 81

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T21:25:39.568149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation dbf484b5-5fce-4739-b0bd-8e518045d8c6 · outbound

This paper cites Benady, E.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Benady, E

Reference 82

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T21:25:39.572103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 64191caf-6d11-4391-a4bc-d12bc0785b0b · outbound

This paper cites Boes, J.-W.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Boes, J.-W

Reference 83

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T21:25:39.573852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 97be6c42-1744-4369-a992-52647d137fb8 · outbound

This paper cites Friedrichs, F.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Friedrichs, F

Reference 84

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T21:25:39.581247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 16a0a574-99bf-4343-a0c2-b405e2e160d1 · outbound

This paper cites an unresolved cited work.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Unresolved cited work

Reference 85

Resolution: unresolved; raw_fallback, observed 2026-07-08T21:25:39.586652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 588d1f4a-c4fc-41ab-bf07-1ace1da978ba · outbound

This paper cites an unresolved cited work.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Unresolved cited work

Reference 86

Resolution: unresolved; raw_fallback, observed 2026-07-08T21:25:39.566387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 78ed82f5-5481-4292-a56b-50826877390b · outbound

This paper cites an unresolved cited work.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Unresolved cited work

Reference 87

Resolution: unresolved; raw_fallback, observed 2026-07-08T21:25:39.564695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 24acd3d9-b220-4916-9ca3-45588b637718 · outbound

This paper cites an unresolved cited work.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Unresolved cited work

Reference 88

Resolution: unresolved; raw_fallback, observed 2026-07-08T21:25:39.561369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b0c28baa-cfb2-47e8-9ef8-057dd305b405 · outbound

This paper cites an unresolved cited work.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Unresolved cited work

Reference 89

Resolution: unresolved; raw_fallback, observed 2026-07-08T21:25:39.559608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 62f292c3-d03a-472e-9c66-6e4e589de833 · outbound

This paper cites Stollberg, T.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Stollberg, T

Reference 90

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T21:25:39.557527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6a82caa3-ce03-4729-aa38-5299c067590d · outbound

This paper cites Holthusen, T.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Holthusen, T

Reference 91

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T21:25:39.555378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d73299b1-7499-49e5-932b-273b945008ca · outbound

This paper cites an unresolved cited work.

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data Unresolved cited work

Reference 92

Resolution: unresolved; raw_fallback, observed 2026-07-08T21:25:39.563009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Coverage vector

Reference resolution

Outbound references

Pith citing papers