Picture for Nicholas Krämer

Nicholas Krämer

Numerically robust Gaussian state estimation with singular observation noise

Add code
Mar 13, 2025
Viaarxiv icon

Adaptive Probabilistic ODE Solvers Without Adaptive Memory Requirements

Add code
Oct 14, 2024
Viaarxiv icon

Numerically Robust Fixed-Point Smoothing Without State Augmentation

Add code
Sep 30, 2024
Viaarxiv icon

A tutorial on automatic differentiation with complex numbers

Add code
Sep 10, 2024
Viaarxiv icon

Gradients of Functions of Large Matrices

Add code
May 27, 2024
Figure 1 for Gradients of Functions of Large Matrices
Figure 2 for Gradients of Functions of Large Matrices
Figure 3 for Gradients of Functions of Large Matrices
Figure 4 for Gradients of Functions of Large Matrices
Viaarxiv icon

Approximate Bayesian Neural Operators: Uncertainty Quantification for Parametric PDEs

Add code
Aug 02, 2022
Figure 1 for Approximate Bayesian Neural Operators: Uncertainty Quantification for Parametric PDEs
Figure 2 for Approximate Bayesian Neural Operators: Uncertainty Quantification for Parametric PDEs
Figure 3 for Approximate Bayesian Neural Operators: Uncertainty Quantification for Parametric PDEs
Figure 4 for Approximate Bayesian Neural Operators: Uncertainty Quantification for Parametric PDEs
Viaarxiv icon

ProbNum: Probabilistic Numerics in Python

Add code
Dec 03, 2021
Figure 1 for ProbNum: Probabilistic Numerics in Python
Figure 2 for ProbNum: Probabilistic Numerics in Python
Figure 3 for ProbNum: Probabilistic Numerics in Python
Viaarxiv icon

Probabilistic Numerical Method of Lines for Time-Dependent Partial Differential Equations

Add code
Oct 22, 2021
Figure 1 for Probabilistic Numerical Method of Lines for Time-Dependent Partial Differential Equations
Figure 2 for Probabilistic Numerical Method of Lines for Time-Dependent Partial Differential Equations
Figure 3 for Probabilistic Numerical Method of Lines for Time-Dependent Partial Differential Equations
Figure 4 for Probabilistic Numerical Method of Lines for Time-Dependent Partial Differential Equations
Viaarxiv icon

Probabilistic ODE Solutions in Millions of Dimensions

Add code
Oct 22, 2021
Figure 1 for Probabilistic ODE Solutions in Millions of Dimensions
Figure 2 for Probabilistic ODE Solutions in Millions of Dimensions
Figure 3 for Probabilistic ODE Solutions in Millions of Dimensions
Figure 4 for Probabilistic ODE Solutions in Millions of Dimensions
Viaarxiv icon

Linear-Time Probabilistic Solutions of Boundary Value Problems

Add code
Jun 14, 2021
Figure 1 for Linear-Time Probabilistic Solutions of Boundary Value Problems
Figure 2 for Linear-Time Probabilistic Solutions of Boundary Value Problems
Figure 3 for Linear-Time Probabilistic Solutions of Boundary Value Problems
Figure 4 for Linear-Time Probabilistic Solutions of Boundary Value Problems
Viaarxiv icon