Projects

Scientific Software

Updated 11 months ago

ProbNumDiffEq.jl: Probabilistic Numerical Solvers for Ordinary Differential Equations in Julia - Published in JOSS (2024)

differential-equations julia ode ode-solver probabilistic-models probabilistic-numerics

Scientific Software · Peer-reviewed

Updated 11 months ago

Python tools for solving data-constrained finite element problems

finite-element-analysis hut23 hut23-183 probabilistic-numerics uncertainty-quantification

Updated 11 months ago

Computation-Aware Kalman Filtering and RTS Smoothing

kalman-filtering probabilistic-numerics rts-smoother

Updated 11 months ago

Probabilistic Numerics in Python.

machine-learning numerical-methods probabilistic-numerics

Updated 11 months ago

Code for the paper "Computation-Aware Kalman Filtering and Smoothing"

kalman-filter probabilistic-numerics rts-smoother

Updated 11 months ago

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

collocation-method finite-element-method galerkin-method gaussian-processes partial-differential-equations probabilistic-numerics

ecosyste.ms