Victor Bapst

About Victor Bapst

Victor Bapst, With an exceptional h-index of 22 and a recent h-index of 18 (since 2020), a distinguished researcher at Goethe-Universität Frankfurt am Main, specializes in the field of Disordered systems.

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

Roadmap on machine learning glassy liquids

Reinforcement learning using a relational network for generating data encoding relationships between entities in an environment

Multi-task neural network systems with task-specific policies and a shared policy

Training action selection neural networks using q-learning combined with look ahead search

Predicting properties of materials from physical material structures

Atomistic graph networks for experimental materials property prediction

A Deep Learning Approach for Characterizing Major Galaxy Mergers

Unveiling the predictive power of static structure in glassy systems

Victor Bapst Information

University

Position

___

Citations(all)

6969

Citations(since 2020)

6275

Cited By

2898

hIndex(all)

22

hIndex(since 2020)

18

i10Index(all)

26

i10Index(since 2020)

21

Email

University Profile Page

Google Scholar

Victor Bapst Skills & Research Interests

Disordered systems

Top articles of Victor Bapst

Title

Journal

Author(s)

Publication Date

Roadmap on machine learning glassy liquids

arXiv preprint arXiv:2311.14752

Gerhard Jung

Rinske M Alkemade

Victor Bapst

Daniele Coslovich

Laura Filion

...

2023/11/23

Reinforcement learning using a relational network for generating data encoding relationships between entities in an environment

2023/6/22

Multi-task neural network systems with task-specific policies and a shared policy

2022/3/17

Training action selection neural networks using q-learning combined with look ahead search

2022/11/17

Predicting properties of materials from physical material structures

2021/10/28

Atomistic graph networks for experimental materials property prediction

arXiv preprint arXiv:2103.13795

Tian Xie

Victor Bapst

Alexander L Gaunt

Annette Obika

Trevor Back

...

2021/3/25

A Deep Learning Approach for Characterizing Major Galaxy Mergers

arXiv preprint arXiv:2102.05182

Skanda Koppula

Victor Bapst

Marc Huertas-Company

Sam Blackwell

Agnieszka Grabska-Barwinska

...

2021/2/9

Unveiling the predictive power of static structure in glassy systems

Nature physics

Victor Bapst

Thomas Keck

A Grabska-Barwińska

Craig Donner

Ekin Dogus Cubuk

...

2020/4/2

Training action selection neural networks using off-policy actor critic reinforcement learning

2020/9/17

See List of Professors in Victor Bapst University(Goethe-Universität Frankfurt am Main)

Co-Authors

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