Matous Mrovec

About Matous Mrovec

Matous Mrovec, With an exceptional h-index of 32 and a recent h-index of 23 (since 2020), a distinguished researcher at Ruhr-Universität Bochum, specializes in the field of computational materials science, atomistic simulations, crystal defects, hydrogen embrittlement, machine learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

From electrons to phase diagrams with classical and machine learning potentials: automated workflows for materials science with pyiron

Core structure of dislocations in ordered ferromagnetic FeCo

Non-collinear magnetic atomic cluster expansion for iron

Atomic cluster expansion for quantum-accurate large-scale simulations of carbon

Atomic cluster expansion for Pt–Rh catalysts: From ab initio to the simulation of nanoclusters in few steps

Active learning strategies for atomic cluster expansion models

Disordering complexion transition of grain boundaries in bcc metals: Insights from atomistic simulations

Atomic cluster expansion for a general-purpose interatomic potential of magnesium

Matous Mrovec Information

University

Position

Research group leader ICAMS

Citations(all)

2892

Citations(since 2020)

1416

Cited By

1983

hIndex(all)

32

hIndex(since 2020)

23

i10Index(all)

57

i10Index(since 2020)

42

Email

University Profile Page

Google Scholar

Matous Mrovec Skills & Research Interests

computational materials science

atomistic simulations

crystal defects

hydrogen embrittlement

machine learning

Top articles of Matous Mrovec

Title

Journal

Author(s)

Publication Date

From electrons to phase diagrams with classical and machine learning potentials: automated workflows for materials science with pyiron

arXiv preprint arXiv:2403.05724

Sarath Menon

Yury Lysogorskiy

Alexander LM Knoll

Niklas Leimeroth

Marvin Poul

...

2024/3/8

Core structure of dislocations in ordered ferromagnetic FeCo

arXiv preprint arXiv:2402.10056

Aleksei Egorov

Antoine Kraych

Matous Mrovec

Ralf Drautz

Thomas Hammerschmidt

2024/2/15

Non-collinear magnetic atomic cluster expansion for iron

npj Computational Materials

Matteo Rinaldi

Matous Mrovec

Anton Bochkarev

Yury Lysogorskiy

Ralf Drautz

2024/1/11

Atomic cluster expansion for quantum-accurate large-scale simulations of carbon

Journal of Chemical Theory and Computation

Minaam Qamar

Matous Mrovec

Yury Lysogorskiy

Anton Bochkarev

Ralf Drautz

2023/6/22

Atomic cluster expansion for Pt–Rh catalysts: From ab initio to the simulation of nanoclusters in few steps

Journal of Materials Research

Yanyan Liang

Matous Mrovec

Yury Lysogorskiy

Miquel Vega-Paredes

Christina Scheu

...

2023/12/28

Active learning strategies for atomic cluster expansion models

Physical Review Materials

Yury Lysogorskiy

Anton Bochkarev

Matous Mrovec

Ralf Drautz

2023/4/12

Disordering complexion transition of grain boundaries in bcc metals: Insights from atomistic simulations

Acta Materialia

Sergei Starikov

Ahmad Abbass

R Drautz

M Mrovec

2023/12/1

Atomic cluster expansion for a general-purpose interatomic potential of magnesium

Physical Review Materials

Eslam Ibrahim

Yury Lysogorskiy

Matous Mrovec

Ralf Drautz

2023/11/17

Atomistic simulations of pipe diffusion in bcc transition metals

Acta Materialia

Sergei Starikov

Vahid Jamebozorgi

Daria Smirnova

Ralf Drautz

Matous Mrovec

2023/11/1

Descriptor for slip-induced crack blunting in refractory ceramics

Physical Review Materials

Davide G Sangiovanni

Antoine Kraych

Matous Mrovec

Janella Salamania

Magnus Odén

...

2023/10/6

Descriptors for mechanical strength and slip-induced crack-blunting in refractory ceramics

arXiv preprint arXiv:2203.00622

DG Sangiovanni

A Kraych

M Mrovec

J Salamania

M Oden

...

2022/3/1

Efficient parametrization of the atomic cluster expansion

Physical Review Materials

Anton Bochkarev

Yury Lysogorskiy

Sarath Menon

Minaam Qamar

Matous Mrovec

...

2022/1/24

Never ending saga of a simple boundary

International Journal of Materials Research

Matous Mrovec

Thorsten Ochs

Christian Elsässer

Vaclav Vitek

Duc Nguyen-Manh

2022/1/11

Elucidating dislocation core structures in titanium nitride through high-resolution imaging and atomistic simulations

Materials & Design

Janella Salamania

Davide Giuseppe Sangiovanni

A Kraych

KM Calamba Kwick

IC Schramm

...

2022/12/1

Effect of the step-flow growth on defect nucleation in SiC epitaxy by first-principles simulations and machine learning interatomic potentials

APS March Meeting Abstracts

Senja Ramakers

Yu Xie

Thomas Eckl

Maximilian Amsler

Boris Kozinsky

...

2022

Effects of thermal, elastic, and surface properties on the stability of SiC polytypes

Physical Review B

Senja Ramakers

Anika Marusczyk

Maximilian Amsler

Thomas Eckl

Matous Mrovec

...

2022/8/5

Angular-dependent interatomic potential for large-scale atomistic simulation of the Fe-Cr-H ternary system

Physical Review Materials

Sergei Starikov

Daria Smirnova

Tapaswani Pradhan

Ilia Gordeev

Ralf Drautz

...

2022/4/26

Determination of spin-wave stiffness in the Fe-Si system using first-principles calculations

Physical Review B

Matteo Rinaldi

Matous Mrovec

Manfred Fähnle

Ralf Drautz

2021/8/6

Performant implementation of the atomic cluster expansion (PACE) and application to copper and silicon

npj computational materials

Yury Lysogorskiy

Cas van der Oord

Anton Bochkarev

Sarath Menon

Matteo Rinaldi

...

2021/6/28

Theoretical investigation of the 70.5° mixed dislocations in body-centered cubic transition metals

Acta materialia

Lorenz Romaner

Tapaswani Pradhan

Anastasiia Kholtobina

Ralf Drautz

Matous Mrovec

2021/9/15

See List of Professors in Matous Mrovec University(Ruhr-Universität Bochum)

Co-Authors

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