Papers matching “finite element approximation” 15
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Intelligent stiffness computation for plate and beam structures by neural network enhanced finite element analysis2022 International Journal for Numerical Methods in Engineering article Physics and Astronomy Model Reduction and Neural Networks
Saurabh Balkrishna Tandale, Bernd A. Markert, Marcus Stoffel
30citations -
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 -
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 -
Thermal measurements and characterizations for the CMS phase-1 barrel pixel detector and the CMS phase-2 upgrade tracker 2S module with evaporative CO2 cooling systems0citations
15 results