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Fragkiskos D. Malliaros — most-cited papers & profile · AI for Science
← authors
·
overview
Fragkiskos D. Malliaros
14
papers ·
81
citations ·
19
h-index
CentraleSupélec
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
A Hitchhiker's Guide to Geometric GNNs for 3D Atomic Systems
2023 · 34 citations
Multiple Similarity Drug-Target Interaction Prediction with Random Walks and Matrix Factorization
2022 · 17 citations
FAENet: Frame Averaging Equivariant GNN for Materials Modeling
2023 · 7 citations
Improving Molecular Modeling with Geometric GNNs: an Empirical Study
2024
Top co-authors
Alexandre Duval
· 3
Victor Schmidt
· 3
David Rolnick
· 2
Santiago Miret
· 2
Alex Hernandez Garcia
· 1
Ali Ramlaoui
· 1
Apostolos N. Papadopoulos
· 1
Basile Terver
· 1
Bin Liu
· 1
Chaitanya K. Joshi
· 1
Dimitrios Papadopoulos
· 1
Grigorios Tsoumakas
· 1
Topics
Materials
Chemistry
Physics ML
Drug Discovery
Medical AI
Protein Science