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An utility that computes the radial distribution function of the positions in a file. It can perform the computation using CPU or GPU and Nbody or neighbour list.
A CUDA project for Molecular Dynamics, Brownian Dynamics, Hydrodynamics... intended to simulate a very generic system constructing a simulation with modules.
solve 2D poisson equation with LU-SGS method. The boundary condition is periodic
parallel PINNs; RANS equations; spatiotemporal parallel; PINNs
A pytorch implementaion of physics informed neural networks for two dimensional NS equation
A pytorch implementation of several approaches using PINN to slove turbulent flow
mlpack: a fast, header-only C++ machine learning library
Must-read Papers on Physics-Informed Neural Networks.
libQGLViewer is an open source C++ library based on Qt that eases the creation of OpenGL 3D viewers.
DLRover: An Automatic Distributed Deep Learning System
ParMooN (Parallel Mathematics and object oriented Numerics) is an open source finite element package for the scalable (parallel) solution of partial differential equations.
hPINN: Physics-informed neural networks with hard constraints
A library for scientific machine learning and physics-informed learning
A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning …
Advanced Transport Phenomena course at Politecnico di Milano
Statistical Machine Intelligence & Learning Engine
Accurate 3D Face Reconstruction with Weakly-Supervised Learning: From Single Image to Image Set (CVPRW 2019)
Links to works on deep learning algorithms for physics problems, TUM-I15 and beyond
A lightweight C++ machine learning library for embedded electronics and robotics.
View gerber files in your browser, and render them as SVG or PNG.
