hamiltonian-dynamics

There are 3 repositories under hamiltonian-dynamics topic.

Zymrael / awesome-neural-ode
A collection of resources regarding the interplay between differential equations, deep learning, dynamical systems, control and numerical methods.
deep-learning ordinary-differential-equations dynamical-systems dynamical-modeling ode-solver ode hamiltonian-dynamics implicit-models root-finding
1311
zhengdao-chen / SRNN
Symplectic Recurrent Neural Networks
hamiltonian-dynamics symplectic-integrator physics-learning
Language:Python 27
alan-turing-institute / ThermodynamicAnalyticsToolkit
Sampling-based approach to analyse neural networks using TensorFlow
sampling neural-networks statistical-analysis diffusion-maps langevin-dynamics hamiltonian-dynamics thermodynamics
Language:Python 22
Zymrael / PortHamiltonianNN
Port-Hamiltonian Approach to Neural Network Training
port-hamiltonian-systems neural-network ode ordinary-differential-equations optimization hamiltonian-dynamics gradient-descent
Language:Jupyter Notebook 22
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
hamiltonian-dynamics symplectic-integration explicit-methods numerical-integration symplectic cpp dynamical-systems
15
SINTEF / pseudo-hamiltonian-neural-networks
The package phlearn for modelling pseudo-Hamiltonian systems by pseudo-Hamiltonian neural networks (PHNN), for ODEs and PDEs
neural-network ordinary-differential-equations hamiltonian-dynamics port-hamiltonian-systems dynamical-systems pseudo-hamiltonian-systems partial-differential-equations
Language:Jupyter Notebook 13
dandip / ssinn
Code for the paper "Sparse Symplectically Integrated Neural Networks"
artificial-intelligence machine-learning pytorch neurips-2020 research dynamical-systems physics hamiltonian-dynamics time-series
Language:Python 8
Cobord / HamiltonianLearning
Learn Hamiltonian from Trajectory & Lagrangian Correspondence from in-out data
lagrangian-dynamics hamiltonian-dynamics algebraic-geometry inverse-dynamics-analysis inverse-kinematics
Language:Jupyter Notebook 4
pdelong42 / SICM
The Structure and Interpretation of Classical Mechanics
lagrangian-dynamics hamiltonian-dynamics physics calculus-of-variations symbolic-differentiation
Language:Scheme 4
pineapple-bois / Double_Pendulum_App
Dash App - simulation of double pendulum equations of motion
dash-plotly double-pendulum lagrangian-mechanics chaos hamiltonian-dynamics
Language:Python 4
cchandre / Vlasov1D
One-dimensional Vlasov-Poisson equation and its Hamiltonian fluid reductions
plasma-physics matlab matlab-code livescript vlasov-equation fluid-simulation fluid-solver numpy scipy mathematica hamiltonian hamiltonian-dynamics python3
Language:Mathematica 2
arthurfaria / Fluctations-finite_chaotic_Baths
Numerical results for deterministic dynamics of a system coupled to a finite and chaotic bath.
chaotic-dynamical-systems fluctuation-theorems hamiltonian-dynamics nonequilibrium-thermodynamics finite-heat-reservoirs
Language:C++ 1
cchandre / ConfKAM
Conjugation method in configuration space for invariant tori of Hamiltonian systems
hamiltonian-dynamics conjugation python3 numpy scipy hamiltonian kolmogorov-arnold-moser invariant-tori
Language:Python 1
cchandre / pyhamsys
pyHamSys is a Python package for scientific computations involving Hamiltonian systems
hamiltonian hamiltonian-dynamics hamiltonian-systems numpy python3 symplectic-integration symplectic-integrators ode-solver
Language:Python 1
cchandre / RG
Renormalization for the break-up of invariant tori in Hamiltonian flows
hamiltonian-dynamics renormalization-group python3 numpy scipy hamiltonian kolmogorov-arnold-moser invariant-tori expm
Language:Python 1
control-toolbox / CTFlows.jl
Flows: classical, Hamiltonian, from OCP and more
dynamical-systems hamiltonian hamiltonian-dynamics ode optimal-control ordinary-differential-equations ode-solver
Language:Julia 1
rbudai98 / QSimulations
Python library for quantum systems and simulation
hamiltonian-dynamics lindblad-master-equation qubits anicillary-system
Language:Jupyter Notebook 1
cknaut / Solar
n-body system integrator
hamiltonian-dynamics solar velocity-verlet machine learning
Language:JavaScript 0
eHuertac / LenardRecursion
Jerarquía de ecuaciones diferenciales asociadas a una ecuación de evolución bi-Hamiltoniana, con un ejemplo canónico para la ecuación de Korteweg-De Vries.
matlab-codes hamiltonian-dynamics korteweg-de-vries differential-equations differential-evolution differential-geometry
Language:MATLAB 0
GuidoGiacomoMussini / MachineLearning--Lagrangian_and_Hemiltonian_NN
Theoretical project regarding hamiltonian and lagrangian neural network
hamiltonian-dynamics lagrangian-dynamics neaural-network
0
jacobwatkins1 / Time-dependent-multiproduct-simulation
Numerical work related to Clock Space Hamiltonian Simulation
hamiltonian-dynamics quantum-algorithms quantum-computing
Language:Jupyter Notebook 0
moinmaroofi / hamiltonian-algorithm
hamiltonian hamiltonian-dynamics graph routing graph-algorithms graph-theory graph-api graph-analysis
Language:C++ 0
strangequarkkk / Coding-Phase-Space
Plotted phase space trajectories for different mechanical systems using Python.
analytical-mechanics hamiltonian-dynamics phase-space python latex
0
aravbj / arav-arnold-cm
Solutions to Mathematical Methods of Classical Mechanics by V.A.Arnold
classical-mechanics differential-geometry hamiltonian-dynamics
Language:Mathematica