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cs.CE2023
Physics Informed Neural Network Code for 2D Transient Problems (PINN-2DT) Compatible with Google Colab
Paweł Maczuga, Maciej Sikora, Maciej Skoczeń +7
We present an open-source Physics Informed Neural Network environment for simulations of transient phenomena on two-dimensional rectangular domains, with the following features: (1…
cs.CE2019
Supermodeling of tumor dynamics with parallel isogeometric analysis solver
Maciej Paszynski, Leszek Siwik, Witold Dzwinel +1
Supermodeling is a modern, model-ensembling paradigm that integrates several self-synchronized imperfect sub-models by controlling a few meta-parameters to generate more accurate p…