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Ali Riza Durmaz

materials department

10H指数
41论文数
351被引数
收录论文 15
发表时间
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A Correlative Microscopy Dataset for Multimodal Data Fusion and Image Matching in Materials Science材料科学中用于多模态数据融合与图像匹配的相关显微镜数据集
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
err分享
err收藏
Validation of crystal plasticity fatigue crack nucleation predictions in ferritic steel using a reconstructed 3D microstructure使用重构的3D微观结构验证铁素体钢中晶体塑性疲劳裂纹萌生的预测
errInternational Journal of Fatigue
IF6.8
err2026-08-01
err0
PREAI
errJia, Zenghan; Sonnweber-Ribic, Petra; Hinderberger, Stefan; Dyck, Alexander; Haffner, Christian; Durmaz, Ali Riza; Munstermann, Sebastian
err分享
err收藏
Foundation models for multimodal image data fusion in materials science材料科学中多模态图像数据融合的基础模型
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 †
err分享
err收藏
Mining Multimodal Fatigue Data Using Reasoning Foundation Models and Formalized Domain Knowledge使用推理基础模型和形式化领域知识挖掘多模态疲劳数据
errIntegrating Materials and Manufacturing Innovation
IF2.5
err2026-03-21
err0
errOAAI
errJyoti Prakash Mohanty; Akhil Thomas; Tresa M. Pollock; Ali Riza Durmaz
err分享
err收藏
Ontology-conformal recognition of materials entities using language models使用语言模型进行符合本体论的材料实体识别
errSCIENTIFIC REPORTS
IF3.9
err2025-05-28
err0
errOAAI
errPotu, Sai Teja; Niranjan Murthy, Rachana; Thomas, Akhil; Mishra, Lokesh; Prange, Natalie; Durmaz, Ali Riza
err分享
err收藏
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
err分享
err收藏
Exploration of materials fatigue influence factors using interpretable machine learning使用可解释的机器学习探索材料乏力影响因素
errFATIGUE & FRACTURE OF ENGINEERING MATERIALS & STRUCTURES
IF3.2
err2024-05-13
err4
PREAI
errFrie, Christian; Durmaz, Ali Riza; Eberl, Chris
err分享
err收藏
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
err分享
err收藏
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
err分享
err收藏
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
err分享
err收藏
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
err分享
err收藏
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
err分享
err收藏
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
err分享
err收藏
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
err分享
err收藏
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
err分享
err收藏

研究方向

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合作学者
合作期刊
J
Jörg Neugebauer
H 指数: 99 · 论文数: 1.3K
T
Tresa M. Pollock
H 指数: 84 · 论文数: 618
P
Peter Gumbsch
H 指数: 71 · 论文数: 451
L
Lutz Mädler
H 指数: 68 · 论文数: 323
F
Frank Mücklich
H 指数: 61 · 论文数: 661
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