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Hatem Helal

9 papers hereh-index 465 citations11 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author2
  • middle author7

Across the 9 of 9 papers where every author was matched, so the position is known.

fields
  • cs.LG8
  • q-bio.QM1

identity via Semantic Scholar / OpenAlex

activity
20222025
most citedGPS++: An Optimised Hybrid MPNN/Transformer for Molecular Property Prediction

10 citations · 13 across the 9 of their papers we have counts for

collaborators
Showing 2024Show all

2 papers · 1 filter

cs.LG2024

MESS: Modern Electronic Structure Simulations

Hatem Helal, Andrew Fitzgibbon

Electronic structure simulation (ESS) has been used for decades to provide quantitative scientific insights on an atomistic scale, enabling advances in chemistry, biology, and mate…

cs.LG2024

Reducing the Cost of Quantum Chemical Data By Backpropagating Through Density Functional Theory

Alexander Mathiasen, Hatem Helal, Paul Balanca +6

Density Functional Theory (DFT) accurately predicts the quantum chemical properties of molecules, but scales as O(Nelectrons3​). Schütt et al. (2019) successfully appro…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.