238 citations · 1.9k across the 126 of their papers we have counts for
131 papers
CFD Forge: A Physics-Constrained Agentic Framework for Autonomous CFD
Aakash Shailesh Oza, Ryan F. Johnson, Amir Barati Farimani
Setting up, running, and assessing a computational fluid dynamics (CFD) simulation requires substantial manual effort, from meshing and solver setup to diagnosis and interpretation…
Cross-Domain Pretraining for Steady-State Neural CFD Surrogates
Anthony Zhou, Amir Barati Farimani, Shirley Ho +1
Neural surrogates for computational fluid dynamics (CFD) have the potential to greatly enhance engineering innovation through accelerating simulation. However, the primary limitati…
AI Agentic Selective Laser Sintering Process Optimization
Peter Pak, Victor Alvarado, Amir Barati Farimani
Agentic systems enable the intelligent automation of complex workflows, specific to additive manufacturing this is applicable for complex tasks such as process parameter optimizati…
AgentsCAD: Automated Design for Manufacturing of FDM Parts via Multi-Agent LLM Reasoning and Geometric Feature Recognition
Emmanuel George, Christopher Keefe, Peter Pak +1
Parts manufactured with Fused Deposition Modeling (FDM) often require Design for Additive Manufacturing (DFAM) modifications to ensure printability, structural integrity, and reduc…
RocketSmith: Agentic Additive Manufacturing of High-Powered Rockets
Peter Pak, Jesse Barkley, Rumi Loghmani +3
RocketSmith is an agentic system which intelligently automates the DFAM process for the development of high powered rockets suitable for launch. The system utilizes a large languag…
Pepti-Agent: An AI Agent for Peptide Design and Optimization
Houxu Chen, Achuth Chandrasekhar, Amir Barati Farimani
Therapeutic peptides occupy a valuable design space between small molecules and biologics, but their development requires satisfying several competing constraints at once: solubili…