Eberl, Chris - Publications & Citations

Eberl, Chris

fraunhofer gesellschaft

0H指数

8论文数

0被引数

收录论文 8

发表时间

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

FATIGUE & FRACTURE OF ENGINEERING MATERIALS & STRUCTURES

IF3.2

2024-05-13

PREAI

Frie, Christian; Durmaz, Ali Riza; Eberl, Chris

Materials fatigue prediction using graph neural networks on microstructure representations

SCIENTIFIC REPORTS

IF3.9

2023-08-02

OAAI

Thomas, Akhil; Durmaz, Ali Riza; Alam, Mehwish; Gumbsch, Peter; Sack, Harald; Eberl, Chris

Micromechanical fatigue experiments for validation of microstructure-sensitive fatigue simulation models

INTERNATIONAL JOURNAL OF FATIGUE

IF6.8

2022-07-01

OAAI

Durmaz, Ali Riza; Natkowski, Erik; Arnaudov, Nikolai; Sonnweber-Ribic, Petra; Weihe, Stefan; Munstermann, Sebastian; Eberl, Chris; Gumbsch, Peter

Addressing materials' microstructure diversity using transfer learning

NPJ COMPUTATIONAL MATERIALS

IF11.9

2022-02-03

OAAI

Goetz, Aurele; Durmaz, Ali Riza; Muller, Martin; Thomas, Akhil; Britz, Dominik; Kerfriden, Pierre; Eberl, Chris

A deep learning approach for complex microstructure inference

NATURE COMMUNICATIONS

IF15.7

2021-11-01

OAAI

Durmaz, Ali Riza; Mueller, Martin; Lei, Bo; Thomas, Akhil; Britz, Dominik; Holm, Elizabeth A.; Eberl, Chris; Mucklich, Frank; Gumbsch, Peter

Automated Quantitative Analyses of Fatigue-Induced Surface Damage by Deep Learning

MATERIALS

IF3.2

2020-07-24

OAAI

Thomas, Akhil; Durmaz, Ali Riza; Straub, Thomas; Eberl, Chris

Measurement of local strain 局部应变测量

MRS BULLETIN

IF4.9

2019-06-11

PREAI

Gammer, Christoph; Richard, Marie-Ingrid; Eberl, Chris

Microstructural investigations of polycrystalline Ti2AlN prepared by physical vapor deposition of Ti-AlN multilayers

SURFACE & COATINGS TECHNOLOGY

IF6.1

2018-06-01

OAAI

Groener, Lukas; Kirste, Lutz; Oeser, Sabine; Fromm, Alexander; Wirth, Marco; Meyer, Frank; Burmeister, Frank; Eberl, Chris

研究方向