Ghafarollahi, Alireza

1. SciAgents: Automating scientific discovery through multi-agent intelligent graph reasoning
   2024/09/09 by Alireza Ghafarollahi, Markus J. Buehler, Ghafarollahi, Alireza +1 · 16 citations
   Computer Science · #Semantic Web and Ontologies #Data Mining Algorithms and Applications #Topic Modeling
2. AtomAgents: Alloy design and discovery through physics-aware multi-modal multi-agent artificial intelligence
   2024/07/13 by Alireza Ghafarollahi, Ghafarollahi, Alireza, Markus J. Buehler +1 · 14 citations
   Materials Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci) #Mesoscale and Nanoscale Physics (cond-mat.mes-hall) #Multiagent Systems (cs.MA) #Statistical Mechanics (cond-mat.stat-mech)
3. Sparks: Multi-Agent Artificial Intelligence Model Discovers Protein Design Principles
   2025/04/26 by Alireza Ghafarollahi, Ghafarollahi, Alireza, Markus J. Buehler +1 · 6 citations
   Biochemistry, Genetics and Molecular Biology · Physics and Astronomy · #Artificial Intelligence (cs.AI) #Biomolecules (q-bio.BM) #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Materials Science (cond-mat.mtrl-sci) #Origins and Evolution of Life #Protein Structure and Dynamics #RNA and protein synthesis mechanisms #Soft Condensed Matter (cond-mat.soft)
4. Rapid and Automated Alloy Design with Graph Neural Network-Powered LLM-Driven Multi-Agent Systems
   2024/10/17 by Ghafarollahi, Alireza, Buehler, Markus J. · 2 citations
   #Artificial Intelligence (cs.AI) #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Computer and information sciences #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci) #Mesoscale and Nanoscale Physics (cond-mat.mes-hall) #Multiagent Systems (cs.MA)