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Papers 229

Polyconvex anisotropic hyperelasticity with neural networks
2021 Journal of the Mechanics and Physics of Solids article Engineering Elasticity and Material Modeling Open access

238

citations
Hybrid manufacturing of components from Ti-6Al-4V by metal forming and wire-arc additive manufacturing
2020 Journal of Materials Processing Technology article Engineering Additive Manufacturing Materials and Processes

170

citations
Mixed formulation of physics‐informed neural networks for thermo‐mechanically coupled systems and heterogeneous domains
2023 International Journal for Numerical Methods in Engineering article Physics and Astronomy Model Reduction and Neural Networks Open access

98

citations
In situ study of non-equilibrium solidification of CoCrFeNi high-entropy alloy and CrFeNi and CoCrNi ternary suballoys
2021 Acta Materialia article Engineering High Entropy Alloys Studies Open access

86

citations
Learning solutions of thermodynamics-based nonlinear constitutive material models using physics-informed neural networks
2024 Computational Mechanics article Physics and Astronomy Model Reduction and Neural Networks

82

citations
A Conceptual Model for Digital Shadows in Industry and Its Application
2021 Lecture notes in computer science conference-paper Engineering Digital Transformation in Industry

76

citations
New Hybrid Manufacturing Routes Combining Forging and Additive Manufacturing to Efficiently Produce High Performance Components from Ti-6Al-4V
2020 Procedia Manufacturing article Engineering Additive Manufacturing Materials and Processes Open access

68

citations
Phase Equilibria in the Al–Co–Cr–Fe–Ni High Entropy Alloy System: Thermodynamic Description and Experimental Study
2020 Frontiers in Materials article Engineering High Entropy Alloys Studies Open access

64

citations
Material modeling for parametric, anisotropic finite strain hyperelasticity based on machine learning with application in optimization of metamaterials
2021 International Journal for Numerical Methods in Engineering article Engineering Elasticity and Material Modeling Open access

60

citations
The BCC-FCC Phase Transformation Pathways and Crystal Orientation Relationships in Dual Phase Materials From Al-(Co)-Cr-Fe-Ni Alloys
2020 Frontiers in Materials article Engineering High Entropy Alloys Studies Open access

57

citations
Ultrafine eutectic Ti-Fe-based alloys processed by additive manufacturing – A new candidate for high temperature applications
2020 Applied Materials Today article Engineering Additive Manufacturing Materials and Processes Open access

51

citations
A study on hot-working as alternative post-processing method for titanium aluminides built by laser powder bed fusion and electron beam melting
2020 Journal of Materials Processing Technology article Engineering Intermetallics and Advanced Alloy Properties

51

citations
Corrosion of Al(Co)CrFeNi High-Entropy Alloys
2020 Frontiers in Materials article Engineering High Entropy Alloys Studies Open access

49

citations
Phase constitution and microstructure of the NbTiVZr refractory high-entropy alloy solidified upon different processing
2021 Acta Materialia article Engineering High Entropy Alloys Studies Open access cited by 1 patent

47

citations
In situ investigation of the Columnar-to-Equiaxed Transition during directional solidification of Al–20 wt.%Cu alloys on Earth and in microgravity
2021 Acta Materialia article Materials Science Solidification and crystal growth phenomena Open access

46

citations
Laser powder bed fusion of eutectic Al–Ni alloys: Experimental and phase-field studies
2020 Materials & Design article Materials Science Solidification and crystal growth phenomena Open access

44

citations
Cohesive phase-field chemo-mechanical simulations of inter- and trans- granular fractures in polycrystalline NMC cathodes via image-based 3D reconstruction
2024 Journal of Power Sources article Engineering Advanced Battery Technologies Research Open access

41

citations
A finite element-based physics-informed operator learning framework for spatiotemporal partial differential equations on arbitrary domains
2024 Engineering With Computers article Physics and Astronomy Model Reduction and Neural Networks Open access

39

citations
Theory-training deep neural networks for an alloy solidification benchmark problem
2020 Computational Materials Science article Physics and Astronomy Model Reduction and Neural Networks

39

citations
Calphad coupled phase-field model with mechano-chemical contributions and its application to rafting of γ’ in CMSX-4
2020 Computational Materials Science article Materials Science Solidification and crystal growth phenomena

37

citations

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