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Maintenance and Improvements upon Tom Irvine's Signal Analysis Toolbox
"Probabilistic Machine Learning" - a book series by Kevin Murphy
Official git repository of Elmer FEM software
This repo includes ChatGPT prompt curation to use ChatGPT and other LLM tools better.
Surrogate modeling and optimization for scientific machine learning (SciML)
A tool for 3d sound field simulation via an H-matrix accelerated boundary element method for the Helmholtz equation.
Surrogate Optimization Toolbox for Python
An easy to use immersed boundary method in 2D, with full implementations in MATLAB and Python that contains over 75 built-in examples, including multiple options for fiber-structure models and adve…
Discontinuous Galerkin finite element method (DGFEM) for Acoustic Wave Propagation
UQpy (Uncertainty Quantification with python) is a general purpose Python toolbox for modeling uncertainty in physical and mathematical systems.
First order Scaled buondry finite element method for 2D elastic problems
The source file of the implementation of ABAQUS polyhedral user element based on the scaled boundary finite element method (SBFEM).
Data and algorithms to create benchmarking analysis of ML-based surrogate models of Sound Transmission Loss (STL) analyses
Deep Learning for Symbolic Mathematics
Learning in infinite dimension with neural operators.
Official implementation of "PhyGNNet: Solving spatiotemporal PDEs with Physics-informed Graph Neural Network"
Links to works on deep learning algorithms for physics problems, TUM-I15 and beyond
Collection of solvers: 1) Spectral-element solvers for solving the 1D and 2D wave-equation, and 1D and 2D Helmholtz equation, 2) Fourier-SEM domain decomposition solver, 3) WBBEM solver