31 skills found · Page 1 of 2
Zymrael / Awesome Neural OdeA collection of resources regarding the interplay between differential equations, deep learning, dynamical systems, control and numerical methods.
thaipduong / SE3HamDLCode for our RSS'21 paper: "Hamiltonian-based Neural ODE Networks on the SE(3) Manifold For Dynamics Learning and Control"
DanielTakeshi / MCMC And DynamicsPractice with MCMC methods and dynamics (Langevin, Hamiltonian, etc.)
Physics-aware-AI / DiffCoSimBy introducing a differentiable contact model, DiffCoSim extends the applicability of Lagrangian/Hamiltonian-inspired neural networks to enable learning of hybrid dynamics.
google-deepmind / Dm Hamiltonian Dynamics SuiteNo description available
gregversteeg / Esh DynamicsHamiltonian Dynamics with Non-Newtonian Momentum for Rapid Sampling
Qiskit / Qiskit Addon MpfReducing the Trotter error of Hamiltonian dynamics with multi-product formulas
njross / SimcountQuantum algorithms for the simulation of Hamiltonian dynamics.
zhengdao-chen / SRNNSymplectic Recurrent Neural Networks
Zymrael / PortHamiltonianNNPort-Hamiltonian Approach to Neural Network Training
HPQC-LABS / FeynDynType an M x M matrix for your open quantum system Hamiltonian, and give a spectral density (analytic or numerical). FeynDyn gives the density matrix dynamics according to the Leggett-Caldeira bath or the Feynman-Vernon bath at any temperature. Can do up to 16 qubits (65536 levels) and infinitely many bath modes. Email nike@hpqc.org for the latest version or any questions.
ML4MolSim / Hamiltonian Flow MapsLearning Hamiltonian Flow Maps via Mean Flow Consistency for Large-Timestep Molecular Dynamics
alan-turing-institute / ThermodynamicAnalyticsToolkitSampling-based approach to analyse neural networks using TensorFlow
SINTEF / Pseudo Hamiltonian Neural NetworksThe package phlearn for modelling pseudo-Hamiltonian systems by pseudo-Hamiltonian neural networks (PHNN), for ODEs and PDEs
USCCACS / MISTIQSA full-stack, cross-platform software for generating, compiling, and executing quantum circuits for simulating quantum many-body dynamics of systems governed by Heisenberg Hamiltonians
Axect / Neural HamiltonOfficial implementation of the paper "Neural Hamilton: Can A.I. Understand Hamiltonian Mechanics?"
Zymplectic / Zymplectic ProjectSymplectic integration of Hamiltonian systems. Zymplectic is a pre-compiled GUI and engine with 2D/3D-graphics bundled with more than 100 example dynamical systems in cpp format
cchandre / PyhamsyspyHamSys is a Python package for scientific computations involving Hamiltonian systems
lauvergn / ElVibRot TnumTanaGeneral quantum dynamics code using curvilinear coordinates and a numerical kinetic energy operator (with Tnum) : (i) Vibrational levels, intensities for floppy molecular system (ii) Wave-packet propagation with or witout time dependant Hamiltonian (iii) Quantum gate and optimal control.
bentaps / StrupnetSymplectic neural networks for learning dynamics of Hamiltonian systems from data.
