ProtAgents: Protein discovery via large language model multi-agent collaborations combining physics and machine learning. - Alireza Ghafarollahi; Markus J. Buehler (CoRR, 2024)

AtomAgents: Alloy design and discovery through physics-aware multi-modal multi-agent artificial intelligence. - Alireza Ghafarollahi; Markus J. Buehler (CoRR, 2024)

SciAgents: Automating scientific discovery through multi-agent intelligent graph reasoning. - Alireza Ghafarollahi; Markus J. Buehler (CoRR, 2024)

Rapid and Automated Alloy Design with Graph Neural Network-Powered LLM-Driven Multi-Agent Systems. - Alireza Ghafarollahi; Markus J. Buehler (CoRR, 2024)

Sparks: Multi-Agent Artificial Intelligence Model Discovers Protein Design Principles. - Alireza Ghafarollahi; Markus J. Buehler (CoRR, 2025)