
Publications
Journal Article (17)
1.
Journal Article
251, 118873 (2023)
Combined modeling and experimental characterization of Mn segregation and spinodal decomposition along dislocation lines in Fe–Mn alloys. Acta Materialia 2.
Journal Article
3 (3), pp. 198 - 209 (2023)
Accelerating the design of compositionally complex materials via physics-informed artificial intelligence. Nature Computational Science 3.
Journal Article
197, 112679 (2023)
Reverse shape memory effect in Cu–Mn–Ga–Mo alloys. Materials Characterization 4.
Journal Article
214, 111750 (2022)
Machine-learning-based surrogate modeling of microstructure evolution using phase-field. Computational Materials Science 5.
Journal Article
6 (1), 71 (2022)
Deep learning framework for uncovering compositional and environmental contributions to pitting resistance in passivating alloys. npj Materials Degradation 6.
Journal Article
231, 117899 (2022)
Chemo-Mechanical Phase-Field Modeling of Iron Oxide Reduction with Hydrogen. Acta Materialia 7.
Journal Article
213, 114571 (2022)
Hierarchical nature of hydrogen-based direct reduction of iron oxides. Scripta Materialia 8.
Journal Article
8, 93 (2022)
Modeling and simulation of microstructure in metallic systems based on multi-physics approaches. npj Computational Materials 9.
Journal Article
Lossless Multi-Scale Constitutive Elastic Relations with Artificial Intelligence. Condensed Matter: Materials Science (2021)
10.
Journal Article
212, 116933 (2021)
Influence of Microstructure and Atomic-Scale Chemistry on Iron Ore Reduction with Hydrogen at 700°C. Acta Materialia 11.
Journal Article
7 (16), eabf0563 (2021)
The hidden structure dependence of the chemical life of dislocations. Science Advances 12.
Journal Article
14 (7), 1787 (2021)
Phase-field modeling of chemoelastic binodal/spinodal relations and solute segregation to defects in binary alloys. Materials 13.
Journal Article
147, 104253 (2021)
Direction-dependent fracture in solids: Atomistically calibrated phase-field and cohesive zone model. Journal of the Mechanics and Physics of Solids 14.
Journal Article
7, 99 (2021)
Teaching solid mechanics to artificial intelligence—a fast solver for heterogeneous materials. npj Computational Materials 15.
Journal Article
362, 112836 (2020)
A nonlocal method for modeling interfaces: Numerical simulation of decohesion and sliding at grain boundaries. Computer Methods in Applied Mechanics and Engineering 16.
Journal Article
11, 389 (2020)
Unveiling the Re effect in Ni-based single crystal superalloys. Nature Communications 17.
Journal Article
175, pp. 250 - 261 (2019)
Atomistic phase field chemomechanical modeling of dislocation-solute-precipitate interaction in Ni–Al–Co. Acta Materialia Conference Paper (2)
18.
Conference Paper
Segregation of Solutes at Dislocations: A New Alloy Design Parameter for Advanced Superalloys. In: The Minerals, Metals & Materials Series, pp. 41 - 51. The 14th International Symposium on Superalloys
, Seven Springs , PA, USA, September 12, 2021 - September 16, 2021. (2020)
19.
Conference Paper
19 (1), e201900214, (2019)
An interface model to account for damage and plasticity at grain boundaries. Proceedings of Applied Mathematics and Mechanics, Special Issue: 90th Annual Meeting of the International Association of Applied Mathematics and Mechanics (GAMM) Talk (4)
20.
Talk
Sustainable Metals. Virtual Keynote Perspective Lecture, Materials Chain and Materials Science Department, RUB
, Bochum, Germany (accepted)