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Akhil Thomas

fraunhofer institute for mechanics of materials

6H-index
27Paper Count
235Citation Count
Published Papers 8
Publication Date
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Mining Multimodal Fatigue Data Using Reasoning Foundation Models and Formalized Domain Knowledge
errIntegrating Materials and Manufacturing Innovation
IF2.5
err2026-03-21
err0
errOAAI
errJyoti Prakash Mohanty; Akhil Thomas; Tresa M. Pollock; Ali Riza Durmaz
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Ontology-conformal recognition of materials entities using language models
errSCIENTIFIC REPORTS
IF3.9
err2025-05-28
err0
errOAAI
errPotu, Sai Teja; Niranjan Murthy, Rachana; Thomas, Akhil; Mishra, Lokesh; Prange, Natalie; Durmaz, Ali Riza
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errSave
Concepts for a Semantically Accessible Materials Data Space: Overview over Specific Implementations in Materials Science
errADVANCED ENGINEERING MATERIALS
IF3.3
err2024-12-18
err0
errOAAI
errBayerlein, Bernd; Waitelonis, Joerg; Birkholz, Henk; Jung, Matthias; Schilling, Markus; Hartrott, Philipp V.; Bruns, Marian; Schaarschmidt, Joerg; Beilke, Kristian; Mutz, Marcel; Nebel, Vincent; Koeniger, Veit; Beran, Lisa; Kraus, Tobias; Vyas, Akhilesh; Vogt, Lars; Blum, Moritz; Ell, Basil; Chen, Ya-Fan; Waurischk, Tina; Thomas, Akhil; Durmaz, Ali Riza; Ben Hassine, Sahar; Fresemann, Carina; Dziwis, Gordian; Nasrabadi, Hossein Beygi; Hanke, Thomas; Telong, Melissa; Pirskawetz, Stephan; Kamal, Mohamed; Bjarsch, Thomas; Paehler, Ursula; Hofmann, Peter; Leemhuis, Mena; Oezcep, oezguer L.; Meyer, Lars-Peter; Skrotzki, Birgit; Neugebauer, Joerg; Wenzel, Wolfgang; Sack, Harald; Eberl, Chris; Portella, Pedro Dolabella; Hickel, Tilmann; Maedler, Lutz; Gumbsch, Peter
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Materials fatigue prediction using graph neural networks on microstructure representations (vol 13, 12562, 2023)
errSCIENTIFIC REPORTS
IF3.9
err2023-08-21
err0
errOAAI
errThomas, Akhil; Durmaz, Ali Riza; Alam, Mehwish; Gumbsch, Peter; Sack, Harald; Eberl, Chris
errShare
errSave
Materials fatigue prediction using graph neural networks on microstructure representations
errSCIENTIFIC REPORTS
IF3.9
err2023-08-02
err10
errOAAI
errThomas, Akhil; Durmaz, Ali Riza; Alam, Mehwish; Gumbsch, Peter; Sack, Harald; Eberl, Chris
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errSave
Addressing materials' microstructure diversity using transfer learning
errNPJ COMPUTATIONAL MATERIALS
IF11.9
err2022-02-03
err22
errOAAI
errGoetz, Aurele; Durmaz, Ali Riza; Muller, Martin; Thomas, Akhil; Britz, Dominik; Kerfriden, Pierre; Eberl, Chris
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errSave
A deep learning approach for complex microstructure inference
errNATURE COMMUNICATIONS
IF15.7
err2021-11-01
err64
errOAAI
errDurmaz, Ali Riza; Mueller, Martin; Lei, Bo; Thomas, Akhil; Britz, Dominik; Holm, Elizabeth A.; Eberl, Chris; Mucklich, Frank; Gumbsch, Peter
errShare
errSave
Automated Quantitative Analyses of Fatigue-Induced Surface Damage by Deep Learning
errMATERIALS
IF3.2
err2020-07-24
err18
errOAAI
errThomas, Akhil; Durmaz, Ali Riza; Straub, Thomas; Eberl, Chris
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
J
Jörg Neugebauer
H-index: 99 · Papers: 1.3K
T
Tresa M. Pollock
H-index: 84 · Papers: 610
P
Peter Gumbsch
H-index: 71 · Papers: 447
L
Lutz Mädler
H-index: 68 · Papers: 319
F
Frank Mücklich
H-index: 61 · Papers: 658
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