Ecosyste.ms: Packages

An open API service providing package, version and dependency metadata of many open source software ecosystems and registries.

pypi.org "physics-informed-neural-networks" keyword

pina-mathlab 0.0.3
Physic Informed Neural networks for Advance modeling.
9 versions - Latest release: 10 months ago - 1 dependent repositories - 123 downloads last month - 257 stars on GitHub - 1 maintainer
pinnstf2 0.1.3
An implementation of PINNs in TensorFlow v2.
5 versions - Latest release: 5 months ago - 38 downloads last month - 44 stars on GitHub - 2 maintainers
pdebench 0.1.0
PDEBench: An Extensive Benchmark for Scientific Machine Learning
1 version - Latest release: 8 months ago - 45 downloads last month - 546 stars on GitHub - 2 maintainers
physdbd 0.1.1
Physics-based modeling of reaction networks with TensorFlow
2 versions - Latest release: almost 3 years ago - 1 dependent repositories - 27 downloads last month - 1 stars on GitHub - 2 maintainers
hippynn 0.0.3
The hippynn python package - a modular library for atomistic machine learning with pytorch
3 versions - Latest release: 3 months ago - 20 downloads last month - 53 stars on GitHub - 4 maintainers
neurodiffeq 0.6.3
A light-weight & flexible library for solving differential equations using neural networks based ...
19 versions - Latest release: 4 months ago - 1 dependent repositories - 339 downloads last month - 632 stars on GitHub - 1 maintainer
fast-poisson-solver 0.1.14
A fast solver for the Poisson equation.
13 versions - Latest release: 11 months ago - 28 downloads last month - 8 stars on GitHub - 2 maintainers
pararealml 0.3.0
A machine learning boosted parallel-in-time differential equation solver framework
3 versions - Latest release: over 1 year ago - 1 dependent repositories - 38 downloads last month - 22 stars on GitHub - 1 maintainer
jwave 0.2.0
Fast and differentiable acoustic simulations in JAX.
6 versions - Latest release: 5 months ago - 1 dependent package - 167 downloads last month - 102 stars on GitHub - 2 maintainers
idrlnet 2.0.0
IDRLnet
5 versions - Latest release: 10 months ago - 1 dependent repositories - 70 downloads last month - 177 stars on GitHub - 2 maintainers
deepinn 1.0.0
A Physics-informed neural network (PINN) library.
1 version - Latest release: 10 months ago - 4 downloads last month - 4 stars on GitHub - 1 maintainer
simulai-toolkit 0.99.28
A Python package with data-driven pipelines for physics-informed machine learning
24 versions - Latest release: 3 months ago - 1 dependent repositories - 85 downloads last month - 142 stars on GitHub - 2 maintainers
pinnstorch 0.1.2
An implementation of PINNs in PyTorch using Lightning and Hydra.
3 versions - Latest release: 5 months ago - 45 downloads last month - 30 stars on GitHub - 2 maintainers
tensordiffeq 0.2.0
Distributed PDE Solver in Tensorflow
16 versions - Latest release: over 2 years ago - 1 dependent repositories - 38 downloads last month - 103 stars on GitHub - 2 maintainers
Related Keywords
machine-learning 7 neural-networks 5 deep-learning 4 differential-equations 4 physics 4 pytorch 4 scientific-machine-learning 3 scientific-computing 3 simulation 3 pde-solver 3 pinns 3 python 3 pinn 3 gpu-acceleration 2 ode 2 neural-operators 2 gpu 2 tensorflow2 2 tensorflow 2 inverse-problems 2 jax 2 physics-informed-ml 2 physics-informed-learning 2 deep learning 2 hpc 1 numerical-methods 1 finite-difference-method 1 ode-solver 1 parallel-computing 1 scientific computing 1 physics-informed neural networks 1 machine learning 1 parareal 1 parallel-in-time 1 finite difference 1 differential equations 1 poisson-equation-solver 1 poisson-equation 1 poisson 1 physics-simulation 1 physics-engine 1 neural-pde 1 multi-gpu-training 1 multi-gpu 1 gpu-computing 1 distributed-systems 1 collocation 1 jit-compiler 1 cuda-graph 1 Physics-informed neural networks 1 Differential equations 1 data-driven-model 1 wave-equation 1 tpu-acceleration 1 kwave 1 differentiable-simulations 1 differentiable-programming 1 ultrasound 1 acoustics 1 physics-2d 1 graph-neural-networks 1 atomistic-models 1 atomistic-machine-learning 1 reaction-diffusion 1 sciml 1 scientific 1 partial-differential-equations 1 navier-stokes-equations 1 fluid-dynamics 1 benchmark 1 autoregressive-models 1 ai 1 pde 1 modeling 1 lightining 1 hacktoberfest 1 equation-learning 1 neural-network 1 physics-informed 1 math 1 fast 1 solver 1 Poisson 1 time-series 1 pypi 1 odes 1 mathematical-modelling 1 initial-value-problem 1 boundary-value-problem 1 artificial-intelligence 1 numerical method 1 spectral method 1 PDE 1 ODE 1 differential equation 1 neural network 1 library 1 interatomic-potentials 1