Projects in Awesome Lists tagged with initial-value-problem

https://github.com/neurodiffgym/neurodiffeq

A library for solving differential equations using neural networks based on PyTorch, used by multiple research groups around the world, including at Harvard IACS.

artificial-intelligence boundary-value-problem deep-learning differential-equations initial-value-problem mathematical-modelling neural-networks ode odes pde-solver physics-informed-neural-networks pinn pypi pytorch scientific-computing time-series

Last synced: 08 Jul 2025

https://github.com/NeuroDiffGym/neurodiffeq

A library for solving differential equations using neural networks based on PyTorch, used by multiple research groups around the world, including at Harvard IACS.

artificial-intelligence boundary-value-problem deep-learning differential-equations initial-value-problem mathematical-modelling neural-networks ode odes pde-solver physics-informed-neural-networks pinn pypi pytorch scientific-computing time-series

Last synced: 04 May 2025

https://github.com/bjodah/pyodesys

∫ Straightforward numerical integration of systems of ordinary differential equations

code-generation initial-value-problem numerical-codes ordinary-differential-equations symbolic-manipulation sympy

Last synced: 07 Apr 2025

https://github.com/soypat/godesim

ODE system solver made simple. For IVPs (initial value problems).

differential-equations dormand-prince golang initial-value-problem ivp newton-raphson-multivariable ode ode-solver runge-kutta runge-kutta-fehlberg simulation

Last synced: 23 Mar 2025

https://github.com/microno95/desolver

A Python library for solving Initial Value Problems using various numerical integration methods.

initial-value-problem numerical-integrators numerical-methods numpy ode ordinary-differential-equations python pytorch

Last synced: 08 Oct 2025

https://github.com/pnkraemer/diffeqzoo

A zoo of implementations of differential equation problems in NumPy and JAX. Oscillators, chemical reactions, n-body problems, epidemiological models, IVPs, BVPs, and more.

boundary-value-problem initial-value-problem jax numerical-methods numpy ordinary-differential-equations scientific-computing