logo
CanyamAI summaries for academic research
language
MobileMobile
  • Phone FeatureWeChat Mini Program
EnglishEnglish
noticeNotice
BlogBlog
delete
arrow
Back
A

Ali Riza Durmaz

materials department

10H-index
39Paper Count
351Citation Count
Published Papers 14
Publication Date
logo
A Correlative Microscopy Dataset for Multimodal Data Fusion and Image Matching in Materials Science
errScientific Data
IF6.9
err2026-08-14
err0
errOAAI
errAli Riza Durmaz; James D. Lamb; Kamilla Zaripova; Madeline Vailhe; Julia T. Pürstl; Justine Schulte; Marc Ackermann; McLean P. Echlin; Tresa M. Pollock
errShare
errSave
Foundation models for multimodal image data fusion in materials science
errFrontiers in Materials
IF2.9
err2026-05-21
err0
errOAAI
errAR Ali Riza Durmaz †; JD James D. Lamb †; MP McLean P. Echlin †; TM Tresa M. Pollock †
errShare
errSave
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
errShare
errSave
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
errShare
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
errShare
errSave
Exploration of materials fatigue influence factors using interpretable machine learning
errFATIGUE & FRACTURE OF ENGINEERING MATERIALS & STRUCTURES
IF3.2
err2024-05-13
err4
PREAI
errFrie, Christian; Durmaz, Ali Riza; Eberl, Chris
errShare
errSave
Reduction of testing effort for fatigue tests: Application of Bayesian optimal experimental design
errFATIGUE & FRACTURE OF ENGINEERING MATERIALS & STRUCTURES
IF3.2
err2023-09-29
err2
errOAAI
errFrie, Christian; Kolyshkin, Anton; Mordeja, Sven; Durmaz, Ali Riza; Eberl, Chris
errShare
errSave
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
errShare
errSave
Micromechanical fatigue experiments for validation of microstructure-sensitive fatigue simulation models
errINTERNATIONAL JOURNAL OF FATIGUE
IF6.8
err2022-07-01
err12
errOAAI
errDurmaz, Ali Riza; Natkowski, Erik; Arnaudov, Nikolai; Sonnweber-Ribic, Petra; Weihe, Stefan; Munstermann, Sebastian; Eberl, Chris; Gumbsch, Peter
errShare
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
errShare
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
Fatigue lifetime prediction with a validated micromechanical short crack model for the ferritic steel EN 1.4003
errINTERNATIONAL JOURNAL OF FATIGUE
IF6.8
err2021-11-01
err17
PREAI
errNatkowski, Erik; Durmaz, Ali Riza; Sonnweber-Ribic, Petra; Muenstermann, Sebastian
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
errShare
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
View more