238 citations
- RWTH Aachen UniversityDE5 papers
- Centre National de la Recherche ScientifiqueFR2 papers
- Brunel University of LondonGB1 paper
- École PolytechniqueFR1 paper
- Forschungszentrum JülichDE1 paper
- Fraunhofer Institute for Laser TechnologyDE1 paper
- HUN-REN Wigner Research Centre for PhysicsHU1 paper
- IMDEA MaterialsES1 paper
- Institute for Solid State Physics and OpticsHU1 paper
- Institut Jean LamourFR1 paper
- Keio UniversityJP1 paper
- Laboratoire de Physique de la Matière CondenséeFR1 paper
Showing 2021Show all
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physics.comp-ph2021★ 5 cited
Geometry of triple junctions during grain boundary premelting
M. Torabi Rad, G. Boussinot, M. Apel
Grain Boundaries (GB) whose energy is larger than twice the energy of the solid/liquid interface exhibit the premelting phenomenon, for which an atomically thin liquid layer develo…
cond-mat.mtrl-sci2021★ 238 cited
Polyconvex anisotropic hyperelasticity with neural networks
Dominik K. Klein, Mauricio Fernández, Robert J. Martin +2
In the present work, two machine learning based constitutive models for finite deformations are proposed. Using input convex neural networks, the models are hyperelastic, anisotrop…