Zymrael/awesome-neural-ode

A collection of resources regarding the interplay between differential equations, deep learning, dynamical systems, control and numerical methods.

Size: 112 KB - Last synced at: 16 days ago - Pushed at: 8 months ago - Stars: 1,423 - Forks: 156

zhengdao-chen/SRNN

Symplectic Recurrent Neural Networks

Language: Python - Size: 58.6 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 27 - Forks: 9

Zymrael/PortHamiltonianNN

Port-Hamiltonian Approach to Neural Network Training

Language: Jupyter Notebook - Size: 1.99 MB - Last synced at: 20 days ago - Pushed at: over 5 years ago - Stars: 22 - Forks: 10

alan-turing-institute/ThermodynamicAnalyticsToolkit

Sampling-based approach to analyse neural networks using TensorFlow

Language: Python - Size: 13.7 MB - Last synced at: 12 days ago - Pushed at: about 6 years ago - Stars: 22 - Forks: 3

SINTEF/pseudo-hamiltonian-neural-networks

The package phlearn for modelling pseudo-Hamiltonian systems by pseudo-Hamiltonian neural networks (PHNN), for ODEs and PDEs

Language: Jupyter Notebook - Size: 7.35 MB - Last synced at: 2 days ago - Pushed at: about 2 months ago - Stars: 17 - Forks: 1

Zymplectic/Zymplectic-Project

Symplectic integration of Hamiltonian systems. Zymplectic is a pre-compiled GUI and engine with 2D/3D-graphics bundled with more than 80 example dynamical systems in cpp format

Size: 104 KB - Last synced at: 22 days ago - Pushed at: 22 days ago - Stars: 15 - Forks: 1

Axect/Neural_Hamilton

Official implementation of the paper "Neural Hamilton: Can A.I. Understand Hamiltonian Mechanics?"

Language: Python - Size: 149 KB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 10 - Forks: 0

dandip/ssinn

Code for the paper "Sparse Symplectically Integrated Neural Networks"

Language: Python - Size: 4.81 MB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 8 - Forks: 1

pineapple-bois/Double_Pendulum_App

Dash App - simulation of double pendulum equations of motion

Language: Python - Size: 4.63 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 4 - Forks: 1

pdelong42/SICM

The Structure and Interpretation of Classical Mechanics

Language: Scheme - Size: 21.5 KB - Last synced at: about 2 years ago - Pushed at: over 8 years ago - Stars: 4 - Forks: 0

Cobord/HamiltonianLearning

Learn Hamiltonian from Trajectory & Lagrangian Correspondence from in-out data

Language: Jupyter Notebook - Size: 6.21 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 3 - Forks: 1

control-toolbox/CTFlows.jl

Flows: classical, Hamiltonian, from OCP and more

Language: Julia - Size: 1.25 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 2 - Forks: 2

miguelfrndz/pyHaiCS

Python Library for Hamiltonian Markov-Chain Monte-Carlo in Computational Statistics (pyHaiCS).

Language: Python - Size: 9.63 MB - Last synced at: 21 days ago - Pushed at: about 1 month ago - Stars: 2 - Forks: 0

cchandre/Vlasov1D

One-dimensional Vlasov-Poisson equation and its Hamiltonian fluid reductions

Language: Mathematica - Size: 29.4 MB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

NirupamKhanal/Quantum

Quantum Computing with IBM's Qiskit toolkit

Language: Jupyter Notebook - Size: 7.44 MB - Last synced at: 2 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

rbudai98/QSimulations

Python library for quantum systems and simulation

Language: Jupyter Notebook - Size: 2.92 MB - Last synced at: 2 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0

cchandre/RG

Renormalization for the break-up of invariant tori in Hamiltonian flows

Language: Python - Size: 259 KB - Last synced at: 2 months ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

cchandre/ConfKAM

Conjugation method in configuration space for invariant tori of Hamiltonian systems

Language: Python - Size: 58.6 KB - Last synced at: 2 months ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0

i-a-morozov/sympint

JAX composable symplectic integrators: multi-map, implicit midpoint and Tao

Language: Python - Size: 6.01 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 0 - Forks: 0

aravbj/arav-arnold-cm

Solutions to Mathematical Methods of Classical Mechanics by V.A.Arnold

Language: Mathematica - Size: 9.97 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

cchandre/pyhamsys

pyHamSys is a Python package for scientific computations involving Hamiltonian systems

Language: Python - Size: 181 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

strangequarkkk/Coding-Phase-Space

Plotted phase space trajectories for different mechanical systems using Python.

Size: 11 MB - Last synced at: 12 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

GuidoGiacomoMussini/MachineLearning--Lagrangian_and_Hemiltonian_NN

Theoretical project regarding hamiltonian and lagrangian neural network

Size: 959 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

jacobwatkins1/Time-dependent-multiproduct-simulation

Numerical work related to Clock Space Hamiltonian Simulation

Language: Jupyter Notebook - Size: 37.1 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

moinmaroofi/hamiltonian-algorithm

Language: C++ - Size: 3.91 KB - Last synced at: 5 months ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0

cknaut/Solar

n-body system integrator

Language: JavaScript - Size: 17.6 MB - Last synced at: about 2 years ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 0