Amir Barati Farimani

Carnegie Mellon University — United States

Materials Science · Physical Sciences

47h-index8.5kcitations336works3.62yr avg
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Research Topics

Machine Learning in Materials Science(54), Model Reduction and Neural Networks(50), Computational Drug Discovery Methods(33), Nanopore and Nanochannel Transport Studies(30), Additive Manufacturing Materials and Processes(26)

Publications337 total

Polymer-Agent: Large Language Model Agent for Polymer Design
arXiv (Cornell University)·2026Open Access
Polymer-Agent: Large Language Model Agent for Polymer Design
arXiv (Cornell University)·2026Open Access
Coupled Diffusion-Encoder Models for Reconstruction of Flow Fields
arXiv (Cornell University)·2026Open Access
Coupled Diffusion-Encoder Models for Reconstruction of Flow Fields
ArXiv.org·2026Open Access
Agentic additive manufacturing alloy evaluation
Additive Manufacturing Letters·2026Open Access
Agentic additive manufacturing alloy evaluation
Additive Manufacturing Letters·2026Open Access
LinkD: AutoRegressive Diffusion Model for Mechanical Linkage Synthesis
arXiv (Cornell University)·2026Open Access
LinkD: AutoRegressive Diffusion Model for Mechanical Linkage Synthesis
ArXiv.org·2026Open Access
LLM-guided chemical process optimization with a multi-agent approach
Machine Learning Science and Technology·2025· 5 citedOpen Access
Meta-Learning for Cross-Task Generalization in Protein Mutation Property Prediction
arXiv (Cornell University)·2025Open Access
Low-Fidelity Visuo-Tactile Pre-Training Improves Vision-Only Manipulation Performance
2025
RheOFormer: A generative transformer model for simulation of complex fluids and flows
arXiv (Cornell University)·2025Open Access
Reframing Generative Models for Physical Systems using Stochastic Interpolants
arXiv (Cornell University)·2025Open Access
RT-Cache: Training-Free Retrieval for Real-Time Manipulation
2025
AggreBots: Configuring CiliaBots through guided, modular tissue aggregation
Science Advances·2025Open Access
Large Language Model Agent for Modular TaskExecution in Drug Discovery
2025Open Access
Recapitulating apicobasal tissue polarity in extracellular matrix incorporated airway organoids
2025Open Access
LLM-3D print: Large Language Models to monitor and control 3D printing
Additive manufacturing·2025· 4 citedOpen Access
LLM-drone: aerial additive manufacturing with drones planned using large language models
Construction Robotics·2025· 2 citedOpen Access
MOFGPT: Generative Design of Metal–Organic Frameworks using Language Models
Journal of Chemical Information and Modeling·2025· 9 citedOpen Access
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Frequent Co-authors

N. R. Aluru(12), Zhonglin Cao(9), Yuyang Wang(8), Rishikesh Magar(7), Kazem Meidani(6), Eric Pop(5), Zijie Li(5), Alexander J. Gabourie(4), Mohammad Heiranian(3), Saurabh V. Suryavanshi(3), Francis Ogoke(3), Prakarsh Yadav(3), Samira Siahrostami(2), Kyoungmin Min(2), Ki Jun Yu(2), Enming Song(2), Yonggang Huang(2), John A. Rogers(2), Vincent Liu(2), Lan Yin(2)