probabilistic-numerics topic

Probabilistic Numerics in Python.

probabilistic-numerics

Probabilistic Numerical Differential Equation solvers via Bayesian filtering and smoothing

nathanaelbosch

Probabilistic ODE solvers are fun, but are they fast?

pnkraemer

IterGP: Computation-Aware Gaussian Process Inference (NeurIPS 2022)

JonathanWenger

Probabilistic solvers for differential equations in JAX. Adaptive ODE solvers with calibration, state-space model factorisations, and custom information operators. Compatible with the broader JAX scie...

pnkraemer

Physics-Enhanced Regression for Initial Value Problems

nathanaelbosch

Code for the Paper "Physics-Informed Gaussian Process Regression Generalizes Linear PDE Solvers"

marvinpfoertner