Matthias Sachs

According to our database, Matthias Sachs authored at least 5 papers between 2017 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Active Learning for Gaussian Process Regression Under Self-Induced Boltzmann Weights.

Jixiang Qing, Henry Moss, Matthias Sachs

CoRR, May, 2026

2025

Machine learning configuration-dependent friction tensors in Langevin heatbaths.

Matthias Sachs, Wojciech G. Stark, Reinhard Johann Maurer, Christoph Ortner

Mach. Learn. Sci. Technol., 2025

2022

Efficient Numerical Algorithms for the Generalized Langevin Equation.

Benedict J. Leimkuhler, Matthias Sachs

SIAM J. Sci. Comput., 2022

2020

Hypocoercivity Properties of Adaptive Langevin Dynamics.

Benedict J. Leimkuhler, Matthias Sachs, Gabriel Stoltz

SIAM J. Appl. Math., 2020

2017

Langevin Dynamics with Variable Coefficients and Nonconservative Forces: From Stationary States to Numerical Methods.

Matthias Sachs, Benedict J. Leimkuhler, Vincent Danos

Entropy, 2017