Andreas Mayr

Andreas Mayr

Johannes Kepler Universität Linz

H-index: 20

Europe-Austria

About Andreas Mayr

Andreas Mayr, With an exceptional h-index of 20 and a recent h-index of 17 (since 2020), a distinguished researcher at Johannes Kepler Universität Linz, specializes in the field of Machine Learning, Deep Learning, Neural Networks, Cheminformatics, Bioinformatics.

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

VN-EGNN: Equivariant Graph Neural Networks with Virtual Nodes Enhance Protein Binding Site Identification

A community effort in SARS‐CoV‐2 drug discovery

Boundary graph neural networks for 3d simulations

A community effort to discover small molecule SARS-CoV-2 inhibitors

Deep Learning for Chemistry and Simulations/Author Andreas Mayr

Learning 3D Granular Flow Simulations

Industry-scale application and evaluation of deep learning for drug target prediction

Cross-Domain Few-Shot Learning by Representation Fusion

Andreas Mayr Information

University

Position

Institute for Machine Learning

Citations(all)

6459

Citations(since 2020)

5015

Cited By

3396

hIndex(all)

20

hIndex(since 2020)

17

i10Index(all)

23

i10Index(since 2020)

21

Email

University Profile Page

Johannes Kepler Universität Linz

Google Scholar

View Google Scholar Profile

Andreas Mayr Skills & Research Interests

Machine Learning

Deep Learning

Neural Networks

Cheminformatics

Bioinformatics

Top articles of Andreas Mayr

Title

Journal

Author(s)

Publication Date

VN-EGNN: Equivariant Graph Neural Networks with Virtual Nodes Enhance Protein Binding Site Identification

arXiv preprint arXiv:2404.07194

Florian Sestak

Lisa Schneckenreiter

Johannes Brandstetter

Sepp Hochreiter

Andreas Mayr

...

2024/4/10

A community effort in SARS‐CoV‐2 drug discovery

Molecular Informatics

Johannes Schimunek

Philipp Seidl

Katarina Elez

Tim Hempel

Tuan Le

...

2024/1

Boundary graph neural networks for 3d simulations

Andreas Mayr

Sebastian Lehner

Arno Mayrhofer

Christoph Kloss

Sepp Hochreiter

...

2021/6/21

A community effort to discover small molecule SARS-CoV-2 inhibitors

Johannes Schimunek

Philipp Seidl

Katarina Elez

Tim Hempel

Tuan Le

...

2023/4/7

Deep Learning for Chemistry and Simulations/Author Andreas Mayr

Andreas Mayr

2021

Learning 3D Granular Flow Simulations

arXiv preprint arXiv:2105.01636

Andreas Mayr

Sebastian Lehner

Arno Mayrhofer

Christoph Kloss

Sepp Hochreiter

...

2021/5/4

Industry-scale application and evaluation of deep learning for drug target prediction

Journal of Cheminformatics

Noé Sturm

Andreas Mayr

Thanh Le Van

Vladimir Chupakhin

Hugo Ceulemans

...

2020/12

Cross-Domain Few-Shot Learning by Representation Fusion

arXiv preprint arXiv:2010.06498

Thomas Adler*

Johannes Brandstetter*

Michael Widrich

Andreas Mayr

David Kreil

...

2020/10/13

Large-scale ligand-based virtual screening for SARS-CoV-2 inhibitors using deep neural networks

arXiv preprint arXiv:2004.00979

Markus Hofmarcher

Andreas Mayr

Elisabeth Rumetshofer

Peter Ruch

Philipp Renz

...

2020/3/25

The LSC Benchmark Dataset: Technical Appendix and Partial Reanalysis

Andreas Mayr

Günter Klambauer

Thomas Unterthiner

Sepp Hochreiter

2020/2/12

See List of Professors in Andreas Mayr University(Johannes Kepler Universität Linz)

Co-Authors

H-index: 66
Andreas Bender

Andreas Bender

University of Cambridge

H-index: 58
Sepp Hochreiter

Sepp Hochreiter

Johannes Kepler Universität Linz

H-index: 38
Günter Klambauer

Günter Klambauer

Johannes Kepler Universität Linz

H-index: 33
Marc Streit

Marc Streit

Johannes Kepler Universität Linz

H-index: 29
Luc Bijnens

Luc Bijnens

Universiteit Hasselt

H-index: 22
Johannes Brandstetter

Johannes Brandstetter

Johannes Kepler Universität Linz

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