torchdiffeq

Here are 6 public repositories matching this topic...

samphillips-ml / neural-ode-soc

Neural ODE-based State of Charge (SOC) estimation for Li-ion batteries using the NASA Battery Dataset. Built as a weekend project to explore learned dynamics for battery modeling, with visualizations designed for engineering audiences.

python battery time-series jupyter jupyter-notebook regression pytorch dynamical-systems li-ion adjoint-method neural-ode torchdiffeq physics-informed scientific-ml soc-estimation state-of-charge nasa-battery-dataset battery-modeling latent-ode

Updated Mar 9, 2026
Python

rytse / autodrift

Star

Model predictive control for autonomously drifting cars simulated in VDrift. Best open-source hack at Bitcamp 2022.

torch mpc self-driving-car control-systems self-driving lqr model-predictive-control hackathon-project lqr-controller mpc-control linear-quadratic-dynamic self-driving-car-simulation torchdiffeq self-driving-software linear-quadratic-regularator

Updated Apr 12, 2022
Jupyter Notebook

phuongle0701 / neural_ode

Star

deep-neural-networks differential-equations torchdiffeq torchdyn

Updated Mar 16, 2021
Jupyter Notebook

faverogian / nDEs

Star

A comprehensive analysis of Neural Differential Equations and modern approaches to sequential modelling.

machine-learning neural-network transformers pytorch ode lstm torchdiffeq

Updated Apr 13, 2024
TypeScript

samphillips-ml / argo-latent-ode

Star

Latent Neural ODE framework for modeling continuous-time dynamics in Argo oceanographic float data

deep-learning pytorch oceanography argo neural-ode torchdiffeq latent-space-time-series

Updated May 19, 2026
Python

tomwolfe / Emergentia

Star

Emergentia is a neural-symbolic discovery engine that extracts parsimonious physical laws from noisy particle trajectory data. It combines deep learning to model complex forces with symbolic regression to rediscover human-readable, mathematically interpretable equations of motion.

pytorch symbolic-regression graph-neural-networks self-supervised-learning pytorch-geometric torchdiffeq scientific-machine-learning physics-informed-ml gplearn multi-scale-modeling latent-dynamics ode-learning

Updated Aug 19, 2026
Python

Add this topic to your repo

To associate your repository with the torchdiffeq topic, visit your repo's landing page and select "manage topics."

Learn more