TensorMesh is a finite element method (FEM) library built natively on PyTorch. It is designed to solve partial differential equations (PDEs) with the ergonomics of modern deep learning frameworks — ...
This repository contains the numerical examples for the paper Prediction error certification for PINNs: Theory, computation, and application to Stokes flow [1]. In ...
The control of general nonlinear systems is a challenging task in particular for large-scale models as they occur in the semi-discretization of partial differential equations (PDEs) of, say, fluid ...
The EEG signal is generated by electrical brain cell activity, often described in terms of current dipoles. By applying EEG forward models we can compute the contribution from such dipoles to the ...
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