2 results found Sort:
Pre-built implicit layer architectures with O(1) backprop, GPUs, and stiff+non-stiff DE solvers, demonstrating scientific machine learning (SciML) and physics-informed machine learning methods
pinn
stiff-ode
neural-dde
neural-ode
neural-pde
neural-sde
neural-sdes
scientific-ai
scientific-ml
neural-networks
differentialequations
differential-equations
neural-jump-diffusions
physics-informed-learning
scientific-machine-learning
delay-differential-equations
neural-differential-equations
partial-differential-equations
ordinary-differential-equations
stochastic-differential-equations
Created
2018-12-26
1,923 commits to master branch, last one 3 days ago
Neural Laplace: Differentiable Laplace Reconstructions for modelling any time observation with O(1) complexity.
dde
ide
ilt
ode
pytorch
stiff-ode
forced-ode
deep-learning
neural-network
riemann-sphere
dynamical-systems
laplace-transform
deep-neural-networks
differential-equations
stereographic-projection
inverse-laplace-transform
delay-differential-equations
neural-differential-equations
integro-differential-equations
Created
2022-06-07
49 commits to main branch, last one 19 days ago