Pith. sign in

Paper Citation Record · LEDGER

Design of a specimen to train path-dependent deep learning material models from a single uniaxial test: eliciting strain diversity via automatically differentiable elastoplastic topology optimization

As of 22 August 2026, this Paper Citation Record lists 68 of 68 outbound references and 0 inbound Pith citation observations for arXiv:2512.14963.

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

pith.paper-citation-record.v1
2512.14963 v1

Coverage vector

measured 68 of 68 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T15:59:01.423822Z

measured 68 of 68 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+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

68 of 68 outbound references displayed

  • verified exact21
  • verified fuzzy0
  • unresolved44
  • parse uncertain0
  • malformed identifier3
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-03T15:58:55.613987Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:58:55.613987Z digest=sha256:00ef9e76aec9b78a612e525791f4c5071729b7e8428a5a074e7c694eaf815f09

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-03T15:58:55.702319Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:58:55.702319Z digest=sha256:e01ca922b3a4526cfac9f9b4a40b3a63c8d7495d713d6adc3b7b6b0f6d6ca95b

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-03T15:58:55.812768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:58:55.812768Z digest=sha256:3455c61163a12f2aa98c20c431bde2c5e7ab0ddaf829e0db1cd7dcab96a81468

Observation dc7ed134-36f8-491e-90cc-6629cffc4707 · outbound

This paper cites Hill, The mathematical theory of plasticity, V ol.

Design of a specimen to train path-dependent deep learning material models from a single uniaxial test: eliciting strain diversity via automatically differentiable elastoplastic topology optimization Hill, The mathematical theory of plasticity, V ol

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-03T15:58:55.881846Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:58:55.881846Z digest=sha256:22cff20149443aca4c8330d065c50c03cc0620be860581ae0d083c2699b80263

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-03T15:58:55.951434Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:58:55.951434Z digest=sha256:ed1a45905ce2ac0a677223fd08018f9b815361d5a5ba994d21dd5120ab6cd611

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-03T15:58:56.036792Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:58:56.036792Z digest=sha256:8c99043061e3e3d4dc6bdb968d5d590933bd58ea80e424a2d05574f120e41e9b

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-03T15:58:56.110949Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:58:56.110949Z digest=sha256:d57d95ab3a17c7aeb6ffb56926a976f24034c01fee9aeb8529a75f2b6f518636

Reference 8

Resolution
verified exact
doi, observed 2026-08-03T16:03:25.493085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-03T15:58:56.197123Z digest=sha256:67be277d11add30aaa9b02b09feb9e01080e1effbc33247e199219c6ffa7dab7

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-03T15:58:56.294829Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:58:56.294829Z digest=sha256:6a6b3a4a45c7afc19e459695c61d6dd7199f0cf9f43c366dd67b2e858338f2b6

Observation cd2cea0b-7fe1-44f3-bba9-5e3cbd1cad0b · outbound

This paper cites Automatically Differentiable Model Updating (ADiMU): conventional, hybrid, and neural network material model discovery including history-dependency.

Design of a specimen to train path-dependent deep learning material models from a single uniaxial test: eliciting strain diversity via automatically differentiable elastoplastic topology optimization Automatically Differentiable Model Updating (ADiMU): conventional, hybrid, and neural network material model discovery including history-dependency

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-03T15:58:56.385959Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:58:56.385959Z digest=sha256:3f05196ac5dd8c58c3c9474df32edf1af24491263bae145e2ac2044e3df38d7a

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-03T15:58:56.485371Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:58:56.485371Z digest=sha256:dc9dd9443c7f3354d6ee4c503f80b9e80cabb31bbce3cc599fc36b14c133bc80

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-03T15:58:56.597076Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:58:56.597076Z digest=sha256:72ad09db1b793595361f6a8a3506ed9f873e45b440b23647932cf29e3412a774

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-03T15:58:56.710379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:58:56.710379Z digest=sha256:19c83fb205ac6d9ccd9b94794a104162cb0cd5bb829ec6fc04363ef1226e3781

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-03T15:58:56.770254Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:58:56.770254Z digest=sha256:40dc7c086b3fa788a99eb5e0ed52f5a39ef25f8cf9ad11b88f52487f12fbee7a

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-03T15:58:56.864208Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:58:56.864208Z digest=sha256:4eb67c78608a7f27362442b51e84e9571af8a1b482517053209709be1fdaea2e

Reference 16

Resolution
malformed identifier
no resolver link, observed 2026-08-03T15:58:56.913490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:58:56.913490Z digest=sha256:9e4129db67a7afcdbdc6b8b2cacd912065bac6cefaae677de7452d9f7c38d0e9

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-03T15:58:56.958798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:58:56.958798Z digest=sha256:f42f81ddb6e05a510f1da3a8bd604475d37e521f7f694aadcef23f236f98835f

Reference 18

Resolution
verified exact
doi, observed 2026-08-03T16:03:25.462565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-03T15:58:57.052976Z digest=sha256:24329bf5786dc510f8d1b94aa7749dd4c13cd608efde24c2bf6f6864125dc615

Reference 19

Resolution
verified exact
doi, observed 2026-08-03T16:03:25.448703Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-03T15:58:57.180416Z digest=sha256:812c167ee106dcec0a593d46d3275e200b8eed5d278b9f2a4afc1c2189f7f2d3

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-03T15:58:57.280483Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:58:57.280483Z digest=sha256:2057510259ee9d5a0833f69bbc1e4f529752732f8932e54205ce16630d5214e6

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-03T15:58:57.359053Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:58:57.359053Z digest=sha256:1bb5b498ffb95cca1545ddbd4590a3bd44e1fd840ab4684bb2aa5d6fef800a0d

Observation db117d62-6a86-436a-81d2-f548d9e2eb82 · outbound

This paper cites Advancements in Constitutive Model Calibration: Leveraging the Power of Full-Field DIC Measurements and In-Situ Load Path Selection for Reliable Parameter Inference.

Design of a specimen to train path-dependent deep learning material models from a single uniaxial test: eliciting strain diversity via automatically differentiable elastoplastic topology optimization Advancements in Constitutive Model Calibration: Leveraging the Power of Full-Field DIC Measurements and In-Situ Load Path Selection for Reliable Parameter Inference

Reference 22

Resolution
verified exact
local_arxiv, observed 2026-08-03T16:03:25.436098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-03T15:58:57.486401Z digest=sha256:0a5316639322b3dbaaa5a818e5d42d3e0d3dc64065a8eb7488ff748d13ccd29c

Observation f59114fa-cc3d-4701-973b-39d68b0243b7 · outbound

This paper cites Pierron, Material Testing 2.0: A brief review, Strain 59 (3) (2023) e12434, _eprint: https://onlinelibrary.wiley.com/doi/pdf/10.1111/str.12434.doi:10.1111/str.12434.

Design of a specimen to train path-dependent deep learning material models from a single uniaxial test: eliciting strain diversity via automatically differentiable elastoplastic topology optimization Pierron, Material Testing 2.0: A brief review, Strain 59 (3) (2023) e12434, _eprint: https://onlinelibrary.wiley.com/doi/pdf/10.1111/str.12434.doi:10.1111/str.12434

Reference 23

Resolution
verified exact
doi, observed 2026-08-03T16:03:25.419922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-03T15:58:57.577292Z digest=sha256:203db8c02ca58b70c81e45f8fe32249077b4ba77601bb5762fb7da56738fba7d

Reference 24

Resolution
verified exact
doi, observed 2026-08-03T16:03:25.407604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-03T15:58:57.674335Z digest=sha256:13d4c8acad3251c6e260601150cbb0b3badac75d856141777817801903a75006

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-03T15:58:57.750052Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:58:57.750052Z digest=sha256:dfae66bfee93f1312cd85fc9e2d52b4571f99eb081e902227cd635aab19cfbc1

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-03T15:58:57.903490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:58:57.903490Z digest=sha256:f1c249d602f14d0e7493ea6adfe2e1d21dac9dd7ceaab9ed3aa3b69bba3d0e04

Observation 4858fe9c-5b66-4bd8-8ea9-c786b836d629 · outbound

This paper cites Grédiac, Principe des travaux virtuels et identification, Comptes rendus de l’Académie des sciences.

Design of a specimen to train path-dependent deep learning material models from a single uniaxial test: eliciting strain diversity via automatically differentiable elastoplastic topology optimization Grédiac, Principe des travaux virtuels et identification, Comptes rendus de l’Académie des sciences

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-03T15:58:58.091084Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:58:58.091084Z digest=sha256:526a9f7b6dc49f646dcbf041f0b35980ee5f06b6ccba750a53b1f555ce8f7dd0

Reference 28

Resolution
verified exact
doi, observed 2026-08-03T16:03:25.395579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-03T15:58:58.193498Z digest=sha256:82e7f1cacbbc589a9a4584787b6c4e4213a5f2faf49b8e20e4406ab44884099c

Reference 29

Resolution
verified exact
doi, observed 2026-08-03T16:03:25.384760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-03T15:58:58.297541Z digest=sha256:996eace62dce9b75505dbbc03338ea95323861b1c163e24aea14b8b245210699

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-03T15:58:58.418463Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:58:58.418463Z digest=sha256:687df5bfcd2e86458791a200ccfe0b11b3e66eaa64183052d185be874a4e22f1

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-03T15:58:58.503279Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:58:58.503279Z digest=sha256:8215d252fd69cff435e5fd79e060903a115fa76e08ba06aec4d7073bf538f9c9

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-03T15:58:58.626601Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:58:58.626601Z digest=sha256:4d9a6361f49cba35c16c6a5d4f934cb34bb5782adb698b26f4638cc3c341e88c

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-03T15:58:58.671204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:58:58.671204Z digest=sha256:81e00fb17fe3f996567fd2e3e947cf56f5262e9f12ba5ba5d68bfa32ba15883c

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-03T15:58:58.835907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:58:58.835907Z digest=sha256:fbb79e6ca28bc12f3d3d1283f3e5fb1b03d94115760ec639e4b438dcd52bc986

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-03T15:58:58.943908Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:58:58.943908Z digest=sha256:a69ed9d782d8df19211609a018591325e79f0dddc6d6259eadf673e91cf68e7c

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-03T15:58:59.052874Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:58:59.052874Z digest=sha256:c2cb927b56cde43178dc9e9ee5091db1de42296e603ebf6ccaba27268e7e2cdc

Reference 37

Resolution
verified exact
doi, observed 2026-08-03T16:03:25.358511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-03T15:58:59.127986Z digest=sha256:a6859275f06233e2888bb6e90cb1d1489ae0bd4d0ba519076dc1c25ea6df15ab

Reference 38

Resolution
verified exact
doi, observed 2026-08-03T16:03:25.347743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-03T15:58:59.207901Z digest=sha256:7f8defc967242460969ab4f02a62790709aad6e3a85893e9c94f2f6274445f37

Reference 39

Resolution
verified exact
doi, observed 2026-08-03T16:03:25.336761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-03T15:58:59.261178Z digest=sha256:3d2f28b0ea918f3d4aa3d3b0bdb2b4226b3c1560fa742343ccc799e57466df2a

Reference 40

Resolution
verified exact
doi, observed 2026-08-03T16:03:25.325069Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-03T15:58:59.318916Z digest=sha256:9a47d7b25c0a59bd86664e0abc895b473f2c199dc583fd9aef3806ed8d3063c1

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-03T15:58:59.424914Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:58:59.424914Z digest=sha256:81f8d328f8399aecc4acf41b686a24fec7de9694ea35efe4902f8dcaaf2cd123

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-03T15:58:59.490289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:58:59.490289Z digest=sha256:d6642d3b254822c10d9feaecca118edb864d8307245c88e27d044ea016155534

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-03T15:58:59.550543Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:58:59.550543Z digest=sha256:d03e1e1ae76b4e2a129bba9acfd56dfd27fad0062cfdd9e7ba78bb288fe95c4d

Reference 44

Resolution
malformed identifier
no resolver link, observed 2026-08-03T15:58:59.624862Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:58:59.624862Z digest=sha256:9fcf049d89fef8fd1c340830add4e1771693587987fe8d396abd28a1e956a0ac

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-03T15:58:59.685656Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:58:59.685656Z digest=sha256:5cb30aef16c918e8222df6b10ad758249669689fd04d279f5f9f9bfa8bd30566

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-03T15:58:59.751338Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:58:59.751338Z digest=sha256:5752d68893d237854868830d6f657fb1e1abf9c3cb4b2dd4f2706f75f1162967

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-03T15:58:59.797646Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:58:59.797646Z digest=sha256:fd76228be50182d6b1b1ccabcabd72ad0c4d07dcd4688ec9340c6087e0db1550

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-03T15:58:59.836281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:58:59.836281Z digest=sha256:a9682c87d16c05a97582ae9904faab933c75f1fd32b28424f33b5ff735ee8190

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-03T15:58:59.889992Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:58:59.889992Z digest=sha256:49290608bf3cf5550bb5318397e7a91972f8c836fa23f33528ab653ab06c0daf

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-03T15:59:00.012062Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:59:00.012062Z digest=sha256:4c5044ff8e1807cb4b3059cb3bcc96e0173e966e93c98359928d2955058e4d31

Reference 51

Resolution
malformed identifier
no resolver link, observed 2026-08-03T15:59:00.083403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:59:00.083403Z digest=sha256:e5cf7393c39db780de53b2bf5b011f47918e26c15e7d14b13455428d612b1261

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-03T15:59:00.147107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:59:00.147107Z digest=sha256:52548b0fbbffcb569e172988d453736a1f2bf617a94b2023989688146225139a

Reference 53

Resolution
verified exact
doi, observed 2026-08-03T16:03:25.292694Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-03T15:59:00.212919Z digest=sha256:6545aaabe2158ab900303d7d9cc649204b6134a2ca967f8b430270f836df57ca

Reference 54

Resolution
verified exact
doi, observed 2026-08-03T16:03:25.281637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-03T15:59:00.267433Z digest=sha256:87e73b9d259444bdde5943f3fe7b65257ebe896d517dff45ef5946c48dec6938

Reference 55

Resolution
verified exact
doi, observed 2026-08-03T16:03:25.270137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-03T15:59:00.329814Z digest=sha256:64fca91af53c4fb3bafd41c61444b79e3a331cf5c67367de63684b6221f863b5

Reference 56

Resolution
verified exact
doi, observed 2026-08-03T16:03:25.258777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-03T15:59:00.414105Z digest=sha256:4ef0cc497820a43522b0f899f14617b8fccbc504090fb5fe3cef0b8e3b7d93c8

Reference 57

Resolution
verified exact
doi, observed 2026-08-03T16:03:25.247875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-03T15:59:00.487043Z digest=sha256:985fff5c1639417e861988d29c6e5c8b79c91c6794778a22544f4dadbc90bc5f

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-03T15:59:00.551181Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:59:00.551181Z digest=sha256:46d4e2b7c78f6592c95bd8954cc3f07e7591345dd05bbcf4c6044d551142400f

Reference 59

Resolution
verified exact
local_arxiv, observed 2026-08-03T16:03:25.236431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-03T15:59:00.616394Z digest=sha256:250c83e026403e31556198c178fc49a3f8d8900b5d866ac8c18811695240ceb0

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-03T15:59:00.673480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:59:00.673480Z digest=sha256:d02e103bbf4369e06561cca79d71b1245d7b8461d82b5950a439df378d6f4aa3

Observation 387bc029-e3ef-4b29-8552-18dbd4c9c995 · outbound

This paper cites Svanberg, The method of moving asymptotes—a new method for structural optimization, International journal for numerical methods in engineering 24 (2) (1987) 359–373.

Design of a specimen to train path-dependent deep learning material models from a single uniaxial test: eliciting strain diversity via automatically differentiable elastoplastic topology optimization Svanberg, The method of moving asymptotes—a new method for structural optimization, International journal for numerical methods in engineering 24 (2) (1987) 359–373

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-03T15:59:00.720954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:59:00.720954Z digest=sha256:81a011633aeb487d34654ebe78ef4271c495cb1eabda40fd5d2a4ac32c845b14

Reference 62

Resolution
verified exact
doi, observed 2026-08-03T16:03:25.220272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-03T15:59:00.790694Z digest=sha256:65ad0301b0cd058a1fd155dd19b532a53020a3d462bfc0041a2ade4153d686d5

Reference 63

Resolution
verified exact
doi, observed 2026-08-03T16:03:25.209871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-03T15:59:00.864392Z digest=sha256:0f13624034848a81a14f04a2e798c3210388e4cfaa4235737ba5e232d40fd479

Observation f292d764-33f2-4bde-9292-ae9c5807787d · outbound

This paper cites Sigmund, On benchmarking and good scientific practise in topology optimization, Structural and Multidisci- plinary Optimization 65 (11) (2022) 315.doi:10.1007/s00158-022-03427-2.

Design of a specimen to train path-dependent deep learning material models from a single uniaxial test: eliciting strain diversity via automatically differentiable elastoplastic topology optimization Sigmund, On benchmarking and good scientific practise in topology optimization, Structural and Multidisci- plinary Optimization 65 (11) (2022) 315.doi:10.1007/s00158-022-03427-2

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-03T15:59:00.941507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:59:00.941507Z digest=sha256:ec34a3811c9dd303c8dae86fe0261cc21931e788bdb49593c4620740eda7ef69

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-03T15:59:01.050474Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:59:01.050474Z digest=sha256:da3974caf31227f530ab23dd519753306489479317c84c012187898753578249

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-03T15:59:01.198418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:59:01.198418Z digest=sha256:d68edadaeab85fcb1547456860be2fd4d7d1cbc6f4bd803fd410bde1692ccf89

Reference 67

Resolution
verified exact
doi, observed 2026-08-03T16:03:25.191393Z

Source-reported events for the cited work

correction dated 2024-01-04. Source: crossref record 10.1038/s41467-023-44462-x->10.1038/s41467-023-42992-y:correction, observed 2026-07-11T03:02:12.927492+00:00. This notice travels one citation hop only.

source=pdf_text observed=2026-08-03T15:59:01.290310Z digest=sha256:9b89e383c4fcfcd11b12bb6caf6722e8f3a5c23f60cfd3b9a93978fc7ae3bda5

Observation 183a0777-843e-487b-92ef-01bff03f4bd6 · outbound

This paper cites Sigmund, Morphology-based black and white filters for topology optimization, Structural and Multidisciplinary Optimization 33 (4) (2007) 401–424.

Design of a specimen to train path-dependent deep learning material models from a single uniaxial test: eliciting strain diversity via automatically differentiable elastoplastic topology optimization Sigmund, Morphology-based black and white filters for topology optimization, Structural and Multidisciplinary Optimization 33 (4) (2007) 401–424

Reference 68

Resolution
unresolved
no resolver link, observed 2026-08-03T15:59:01.423822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:59:01.423822Z digest=sha256:314bad9851f24fb668a0789cabb454ecbd02febb30e7da5aee36cd0eefe144a6

Pith citing papers

No inbound Pith citation observations are available.