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Roland C. Aydin

7 papers hereh-index 14 citations6 works total

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

author position
  • middle author6
  • last author1

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • cs.AI2
  • physics.chem-ph1
same name
  • Roland C. Aydin — 9 papers, h 3

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

most citedGENIUS: An Agentic AI Framework for Autonomous Design and Execution of Simulation Protocols

2 citations · 3 across the 4 of their papers we have counts for

collaborators
Showing cs.AIShow all

2 papers · 1 filter

cs.AI2026

Molecular Déjà Vu: Digit-Level Retrieval of Molecular Properties in Frontier Language Models

Matthias Busch, Marius Tacke, Sviatlana V. Lamaka +4

Large language models (LLMs) are increasingly employed to predict molecular properties. However, prediction error alone cannot distinguish prediction from retrieval of published va…

cs.AI2025★ 2 cited

GENIUS: An Agentic AI Framework for Autonomous Design and Execution of Simulation Protocols

Mohammad Soleymanibrojeni, Roland Aydin, Diego Guedes-Sobrinho +4

Predictive atomistic simulations have propelled materials discovery, yet routine setup and debugging still demand computer specialists. This know-how gap limits Integrated Computat…

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