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researcher

G. D. Fabritiis

20 papers hereh-index 356.8k citations113 works total

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

author position
  • sole author2
  • first author3
  • middle author3
  • last author12

Across the 20 of 20 papers where every author was matched, so the position is known.

fields
  • cs.LG7
  • physics.chem-ph4
  • physics.comp-ph3
  • q-bio.BM2
  • cond-mat1
  • cond-mat.soft1

identity via Semantic Scholar / OpenAlex

activity
20032026
most citedTorchMD: A deep learning framework for molecular simulations

239 citations · 676 across the 20 of their papers we have counts for

collaborators
Showing 2025Show all

2 papers · 1 filter

q-bio.BM2025

Speak to a Protein: An Interactive Multimodal Co-Scientist

Carles Navarro, Mariona Torrens, Philipp Thölke +2

Building a working mental model of a protein typically requires weeks of reading, cross-referencing crystal and predicted structures, and inspecting ligand complexes, an effort tha…

cs.LG2025★ 1 cited

Test-Time Training Scaling Laws for Chemical Exploration in Drug Design

Morgan Thomas, Albert Bou, Gianni De Fabritiis

Chemical Language Models (CLMs) leveraging reinforcement learning (RL) have shown promise in de novo molecular design, yet often suffer from mode collapse, limiting their explorati…

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