Concepedia

Matthias Sachs

MS

6

Publications

194

Citations

6

H-Index

2017

Active since

Affiliations

University of Birmingham(Current)

University of British Columbia

University of Cambridge

Duke University

University of Edinburgh

Matthias Sachs is an author at University of Birmingham specializing in engineering, natural sciences, and stochastic calculus.

Top concepts

EngineeringPhysicsStatisticsData ScienceNatural SciencesStochastic CalculusStatistical InferenceChemistryBiophysicsData Mining

Publications per year

2017–2023

6

Publications

6

Hyperactive learning for data-driven interatomic potentials

Cas van der Oord, Matthias Sachs, Dávid Péter Kovács et al. · npj Computational Materials · 2023 · 93 citations · Full text

ACEpotentials.jl: A Julia implementation of the atomic cluster expansion

William C. Witt, Cas van der Oord, Elena Gelžinytė et al. · The Journal of Chemical Physics · 2023 · 36 citations · Full text

Resulting Potentials, Engineering, Computational Chemistry +18

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

Matthias Sachs, Benedict Leimkuhler, Vincent Danos · Entropy · 2017 · 27 citations · Full text

Engineering, Nonconservative Forces, Steady State +18

Efficient Numerical Algorithms for the Generalized Langevin Equation

Benedict Leimkuhler, Matthias Sachs · SIAM Journal on Scientific Computing · 2022 · 15 citations · Full text

Numerical Analysis, Engineering, Data Science +14

Efficient posterior sampling for high-dimensional imbalanced logistic regression

Deborshee Sen, Matthias Sachs, Jianfeng Lu et al. · Biometrika · 2020 · 12 citations · Full text

Small Subsamples, Imbalanced Data, Engineering +14

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