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Hatem Helal — most-cited papers & profile · AI for Science
← authors
·
overview
Hatem Helal
7
papers ·
13
citations ·
3
h-index
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Most-cited papers
GPS++: An Optimised Hybrid MPNN/Transformer for Molecular Property Prediction
2022 · 10 citations
GPS++: Reviving the Art of Message Passing for Molecular Property Prediction
2023 · 2 citations
Extreme Acceleration of Graph Neural Network-based Prediction Models for Quantum Chemistry
2022 · 1 citations
Self-Refining Training for Amortized Density Functional Theory
2025
Reducing Down(stream)time: Pretraining Molecular GNNs using Heterogeneous AI Accelerators
2022
Reducing the Cost of Quantum Chemical Data By Backpropagating Through Density Functional Theory
2024
MESS: Modern Electronic Structure Simulations
2024
Top co-authors
Dominique Beaini
· 3
Adam Sanders
· 2
Andrew Fitzgibbon
· 2
Deniz Beker
· 2
Dominic Masters
· 2
Josef Dean
· 2
Kerstin Klaser
· 2
Sutanay Choudhury
· 2
Adam Krzywaniak
· 1
Alexander Mathiasen
· 1
Ali Parviz
· 1
Andrew William Fitzgibbon
· 1
Topics
Chemistry
Materials
Physics ML
Drug Discovery