offical implementation of TKDE paper "Deep isolation forest for anomaly detection"

multiphenicsx - easy prototyping of multiphysics problems in FEniCSx

Muon is an optimizer for hidden layers in neural networks

PDEBench: An Extensive Benchmark for Scientific Machine Learning

APPFL Demo for Federated Learning Tutorial at SciFM

Code for paper "Beyond Closure Models: Learning Chaotic Systems via Physics-Informed Neural Operators".

Learning in infinite dimension with neural operators.

An extensive introduction to applied numerical computing: scientific programming, finite difference method, and finite element method

Create beautiful stargazers histograms of your repositories or gists

IBVP numerical solution with FEniCSx

Create exams by randomizing multiple-choice questions

A sophisticated LaTeX manuscript system for journal submissions and arXiv preprints

Next generation FEniCS problem solving environment

Zulip server and web application. Open-source team chat that helps teams stay productive and focused.

Uncertainty quantification in PINNs

physics-informed neural network for elastodynamics problem

A cheat sheet for the Training Days

General Multi-Precision arithmetic for Python 2.6+/3+ (GMP, MPIR, MPFR, MPC)

A python library for extracting memory kernels and adding colored noise to MD simulations

LAMMPS package to use the Generalized Langevin Equation

Public development project of the LAMMPS MD software package

Bottom-up Open-source Coarse-graining Software

Interactive roadmaps, guides and other educational content to help developers grow in their careers.

Variational Autoencoders from scratch

A collection of Aalborg University LaTeX-templates

A curated list of awesome high performance computing resources