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Integration of physics-informed operator learning and finite element method for parametric learning of partial differential equations2024 arXiv (Cornell University) preprint Physics and Astronomy Model Reduction and Neural Networks Open access
Shahed Rezaei, Ahmad Moeineddin, Michael Kaliske, Markus Apel
0citations -
Numerical Studies of Influencing Factors on the Homogeneity of the Powder Mixture during the Powder Spreading Process of Powder Bed Fusion–Laser Beam/Metal2024 Advanced Engineering Materials article Engineering Additive Manufacturing Materials and Processes Open access
Yuanbin Deng, Jiali Zhang, Felix Radtke, Louis Becker, Simone Herzog, Sebastian Weber, +1 more
3citations -
A finite element-based physics-informed operator learning framework for spatiotemporal partial differential equations on arbitrary domains2024 Engineering With Computers article Physics and Astronomy Model Reduction and Neural Networks Open access
Yusuke Yamazaki, Mayu Muramatsu, Alexandre Viardin, Markus Apel, Tim Brepols, Stefanie Reese, +1 more
39citations -
Well-posedness and potential-based formulation for the propagation of hydro-acoustic waves and tsunamis2024 ESAIM Mathematical Modelling and Numerical Analysis article Engineering Earthquake and Tsunami Effects Open access
Juliette Dubois, Sébastien Imperiale, A. Mangeney, Jacques Sainte-Marie
0citations -
A Finite Operator Learning Technique for Mapping the Elastic Properties of Microstructures to Their Mechanical Deformations2024 International Journal for Numerical Methods in Engineering article Physics and Astronomy Model Reduction and Neural Networks Open access
Shahed Rezaei, Reza Najian Asl, Shirko Faroughi, Mahdi Asgharzadeh, Ali Harandi, Rasoul Najafi Koopas, +3 more
27citations -
Secure RIS-Assisted Hybrid Beamforming Design With Low-Resolution Phase Shifters2024 IEEE Transactions on Wireless Communications article Engineering Advanced Wireless Communication Technologies
Sonia Pala, Omid Taghizadeh, Mayur Vitthalrao Katwe, Keshav Kumar Singh, Chih–Peng Li, Anke Schmeink
26citations -
Decisions, Decisions, Decisions: An Ethnographic Study of Researcher Discretion in Practice2024 Science and Engineering Ethics article Social Sciences Qualitative Research Methods and Ethics Open access
Tom van Drimmelen, M. Nienke Slagboom, Ria Reis, L.M. Bouter, Jenny Theodora van der Steen
9citations -
Efficient thermo-mechanically coupled and geometrically nonlinear two-scale FE-FFT-based modeling of elasto-viscoplastic polycrystalline materials2024 Computer Methods in Applied Mechanics and Engineering article Engineering Composite Material Mechanics Open access
Annika Schmidt, Christian Gierden, Rainer Fechte‐Heinen, Stefanie Reese, Johanna Waimann
7citations