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 2024Show all
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cond-mat.mtrl-sci2024★ 16 cited
A Spectral-based Physics-informed Finite Operator Learning for Prediction of Mechanical Behavior of Microstructures
Ali Harandi, Hooman Danesh, Kevin Linka +2
A novel physics-informed operator learning technique based on spectral methods is introduced to model the complex behavior of heterogeneous materials. The Lippmann-Schwinger operat…
cs.LG2024★ 38 cited
A finite element-based physics-informed operator learning framework for spatiotemporal partial differential equations on arbitrary domains
Yusuke Yamazaki, Ali Harandi, Mayu Muramatsu +5
We propose a novel finite element-based physics-informed operator learning framework that allows for predicting spatiotemporal dynamics governed by partial differential equations (…