Amir Barati Farimani

DistMLIP: A Distributed Inference Platform for Machine Learning Interatomic Potentials

Reframing Generative Models for Physical Systems using Stochastic Interpolants

LLM-SR: Scientific Equation Discovery via Programming with Large Language Models

Hamiltonian Neural PDE Solvers through Functional Approximation

LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models

Text2PDE: Latent Diffusion Models for Accessible Physics Simulation

Explain Like I'm Five: Using LLMs to Improve PDE Surrogate Models with Text