Jonathan Schmidt

Climate2Weather. This code accompanies the manuscript "A Generative Framework for Probabilistic, Spatiotemporally Coherent Downscaling of Climate Simulation"

probabilistic-ssm. Code accompanying the NeurIPS 2021 Paper: A Probabilistic State Space Model for Joint Inference from Differential Equations and Data (Schmidt, Krämer, Hennig)

RRKF.jl. The Rank-Reduced Kalman Filter: Approximate Dynamical-Low-Rank Filtering In High Dimensions

DunkelFlowten. Jupyter Notebook

ODEVIS. Python

pnmol-experiments. Probabilistic Numerical Method of Lines (PNMOL): Implementation and Experiments

probnum. Probabilistic Numerics in Python.

NumericsOfML. Notes for the Numerics of Machine Learning Lecture Course at the University of Tübingen

RRKF_experiments. Julia