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F. Cipcigan

11 papers hereh-index 14782 citations40 works total

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

author position
  • first author2
  • middle author6
  • last author2

Across the 10 of 11 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • cond-mat.mtrl-sci2
  • cond-mat.stat-mech1
  • cs.CE1
  • physics.chem-ph1
  • physics.comp-ph1

identity via Semantic Scholar / OpenAlex

activity
20152026
most citedAccelerating Antimicrobial Discovery with Controllable Deep Generative Models and Molecular Dynamics

429 citations · 478 across the 11 of their papers we have counts for

collaborators
Showing cond-mat.mtrl-sciShow all

2 papers · 1 filter

cond-mat.mtrl-sci2025

LeMat-Bulk: aggregating, and de-duplicating quantum chemistry materials databases

Martin Siron, Inel Djafar, Ali Ramlaoui +10

The rapid expansion of materials science databases has driven machine learning-based discovery while also posing challenges in data integration, duplication, and interoperability.…

cond-mat.mtrl-sci2023★ 1 cited

Symbolic Learning for Material Discovery

Daniel Cunnington, Flaviu Cipcigan, Rodrigo Neumann Barros Ferreira +1

Discovering new materials is essential to solve challenges in climate change, sustainability and healthcare. A typical task in materials discovery is to search for a material in a…

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