neural-ode topic

A component of the SciML scientific machine learning ecosystem for optimal control

SciML

Official Implementation of "Opening the Blackbox: Accelerating Neural Differential Equations by Regularizing Internal Solver Heuristics" (ICML 2021)

avik-pal

Supplementary code for the paper "Meta-Solver for Neural Ordinary Differential Equations" https://arxiv.org/abs/2103.08561

juliagusak

CVPR2021 paper "Learning Parallel Dense Correspondence from Spatio-Temporal Descriptorsfor Efficient and Robust 4D Reconstruction"

Gorilla-Lab-SCUT

Reference implementation of Finite Element Networks as proposed in "Learning the Dynamics of Physical Systems from Sparse Observations with Finite Element Networks" at ICLR 2022

martenlienen

A parallel ODE solver for PyTorch

martenlienen

The SciML Scientific Machine Learning Software Organization Website

SciML

LT-OCF: Learnable-Time ODE-based Collaborative Filtering, CIKM'21

jeongwhanchoi

Tutorials for doing scientific machine learning (SciML) and high-performance differential equation solving with open source software.

SciML

Models and code for the ICLR 2020 workshop paper "Towards Understanding Normalization in Neural ODEs"

juliagusak