AF
Amir Barati Farimani
cs.LGcs.AIcs.ROphysics.chem-phcond-mat.mtrl-scics.CLq-bio.BMcs.CEphysics.comp-phphysics.flu-dyn
On Valency
published · living versionsW_qpaxttwg·v1 · currentpublished
AgentAM: An AI Agent for Spatter- and Defect-Aware Process Optimization in Laser Powder Bed Fusion
with Olabode T. Ajenifujah
1 version
W_dej87ew4·v1published
Preprints & journals
196 papers in the corpus · 2011–2026Cross-Domain Pretraining for Steady-State Neural CFD Surrogates2610.10398v1 · Anthony Zhou, Amir Barati Farimani, Shirley Ho et al.2026 · 0 citationsarXiv
AI Agentic Selective Laser Sintering Process Optimization2608.25928v1 · Peter Pak, Victor Alvarado, Amir Barati Farimani2026 · 0 citationsarXiv
AgentsCAD: Automated Design for Manufacturing of FDM Parts via Multi-Agent LLM Reasoning and Geometric Feature Recognition2607.02448v2 · Emmanuel George, Christopher Keefe, Peter Pak et al.2026 · 0 citationsarXiv
Pepti-Agent: An AI Agent for Peptide Design and Optimization2606.15422v1 · Houxu Chen, Achuth Chandrasekhar, Amir Barati Farimani2026 · 0 citationsarXiv
RocketSmith: Agentic Additive Manufacturing of High-Powered Rockets2606.00097v3 · Peter Pak, Jesse Barkley, Rumi Loghmani et al.2026 · 0 citationsarXiv
SMDD-Bench: Can LLMs Solve Real-World Small Molecule Drug Design Tasks?2605.21740v2 · Kevin Han, Renfei Zhang, Kathy Wei et al.2026 · 0 citationsarXiv
Material Database Agent: A Multimodal Agentic Framework for Scientific Literature Mining2605.04278v1 · Achuth Chandrasekhar, Omid Barati Farimani, Radheesh Sharma Meda et al.2026 · 1 citationarXiv
Polymer-Agent: Large Language Model Agent for Polymer Design.42048526 · Nigam, Vani, Chandrasekhar, Achuth, Barati Farimani, Amir2026 · 3 citationsJournal of chemical information and modeling. 2026;66(9):5145-5154
PolyJarvis: An LLM-Orchestrated Agent for Automated All-Atom Molecular Dynamics of Amorphous Homopolymers2604.02537v3 · Alexander Zhao, Achuth Chandrasekhar, Amir Barati Farimani2026 · 1 citationarXiv
CADSmith: Multi-Agent CAD Generation with Programmatic Geometric Validation2603.26512v1 · Jesse Barkley, Rumi Loghmani, Amir Barati Farimani2026 · 0 citationsarXiv
Transparent Reporting for Agentic Catalysis Enabled by Artificial Intelligence (TRACE-AI): Community Guidelines and A Publication Checklist10.26434/chemrxiv.15001239/v1 · Hongliang Xin, John R Kitchin, Núria López et al.2026 · 1 citationChemRxiv
Domain Adapted Large Language Models for Additive Manufacturing2603.22017v2 · Peter Pak, Amir Barati Farimani2026 · 0 citationsarXiv
Catalyst-Agent: Autonomous heterogeneous catalyst screening with an LLM Agent2603.01311v3 · Achuth Chandrasekhar, Janghoon Ock, Amir Barati Farimani2026 · 0 citationsarXiv
Recapitulating apicobasal tissue polarity in extracellular matrix-incorporated airway organoids.41722465 · Gong, Zhuowei, Bhattaram, Dhruv, Porritt, Laura et al.2026 · 2 citationsBiomaterials. 2026;331:124084
From Natural Language to Materials Discovery:The Materials Knowledge Navigation Agent2602.11123v1 · Genmao Zhuang, Amir Barati Farimani2026 · 0 citationsarXiv
Synthesizing the Kill Chain: A Zero-Shot Framework for Target Verification and Tactical Reasoning on the Edge2602.13324v1 · Jesse Barkley, Abraham George, Amir Barati Farimani2026 · 0 citationsarXiv
Large Language Model Agent for Modular Task Execution in Drug Discovery.41662220 · Ock, Janghoon, Meda, Radheesh Sharma, Badrinarayanan, Srivathsan et al.2026 · 8 citationsJournal of chemical information and modeling. 2026;66(4):2055-2068
Generative Neural Operators through Diffusion Last Layer2602.04139v2 · Sungwon Park, Anthony Zhou, Hongjoong Kim et al.2026 · 0 citationsarXiv
Smooth Dynamic Cutoffs for Machine Learning Interatomic Potentials2601.21147v1 · Kevin Han, Haolin Cong, Bowen Deng et al.2026 · 0 citationsarXiv
Coupled Diffusion-Encoder Models for Reconstruction of Flow Fields2601.07946v1 · AmirPouya Hemmasian, Amir Barati Farimani2026 · 0 citationsarXiv
LinkD: AutoRegressive Diffusion Model for Mechanical Linkage Synthesis2601.04054v1 · Yayati Jadhav, Amir Barati Farimani2026 · 0 citationsarXiv
Image2Gcode: Image-to-G-code Generation for Additive Manufacturing Using Diffusion-Transformer Model2511.20636v3 · Ziyue Wang, Yayati Jadhav, Peter Pak et al.2025 · 3 citationsarXiv
TDFlow: Agentic Workflows for Test Driven Development2510.23761v2 · Kevin Han, Siddharth Maddikayala, Tim Knappe et al.2025 · 2 citationsarXiv
Meta-Learning for Cross-Task Generalization in Protein Mutation Property Prediction2510.20943v1 · Srivathsan Badrinarayanan, Yue Su, Janghoon Ock et al.2025 · 0 citationsarXiv
Agentic Additive Manufacturing Alloy Evaluation2510.02567v3 · Peter Pak, Achuth Chandrasekhar, Amir Barati Farimani2025 · 3 citationsarXiv
RheOFormer: A generative transformer model for simulation of complex fluids and flows2510.01365v2 · Maedeh Saberi, Amir Barati Farimani, Safa Jamali2025 · 0 citationsarXiv
Reframing Generative Models for Physical Systems using Stochastic Interpolants2509.26282v1 · Anthony Zhou, Alexander Wikner, Amaury Lancelin et al.2025 · 0 citationsarXiv
LLM Trainer: Automated Robotic Data Generation via Demonstration Augmentation using LLMs2509.20070v2 · Abraham George, Amir Barati Farimani2025 · 0 citationsarXiv
MOFGPT: Generative Design of Metal-Organic Frameworks using Language Models.40875331 · Badrinarayanan, Srivathsan, Magar, Rishikesh, Antony, Akshay et al.2025 · 30 citationsJournal of chemical information and modeling. 2025;65(17):9049-9060
PinchBot: Long-Horizon Deformable Manipulation with Guided Diffusion Policy2507.17846v1 · Alison Bartsch, Arvind Car, Amir Barati Farimani2025 · 0 citationsarXiv
Protein Structure-Function Relationship: A Kernel-PCA Approach for Reaction Coordinate Identification.40654139 · Mollaei, Parisa, Barati Farimani, Amir2025 · 2 citationsJournal of chemical theory and computation. 2025;21(14):7122-7130
Automating MD simulations for Proteins using Large language Models: NAMD-Agent2507.07887v2 · Omid Barati Farimani, Achuth Chandrasekhar, Amir Barati Farimani2025 · 2 citationsarXiv
LLM-guided Chemical Process Optimization with a Multi-Agent Approach2506.20921v2 · Tong Zeng, Srivathsan Badrinarayanan, Janghoon Ock et al.2025 · 14 citationsarXiv
Beyond Force Metrics: Pre-Training MLFFs for Stable MD Simulations2506.14850v3 · Shagun Maheshwari, Zhengxian Tang, Janghoon Ock et al.2025 · 0 citationsarXiv
DistMLIP: A Distributed Inference Platform for Machine Learning Interatomic Potentials2506.02023v2 · Kevin Han, Bowen Deng, Amir Barati Farimani et al.2025 · 4 citationsarXiv
BlastOFormer: Attention and Neural Operator Deep Learning Methods for Explosive Blast Prediction2505.20454v1 · Reid Graves, Anthony Zhou, Amir Barati Farimani2025 · 0 citationsarXiv
Hamiltonian Neural PDE Solvers through Functional Approximation2505.13275v2 · Anthony Zhou, Amir Barati Farimani2025 · 0 citationsarXiv
RT-Cache: Training-Free Retrieval for Real-Time Manipulation2505.09040v3 · Owen Kwon, Abraham George, Alison Bartsch et al.2025 · 1 citationarXiv
Semantic Intelligence: Integrating GPT-4 with A Planning in Low-Cost Robotics2505.01931v1 · Jesse Barkley, Abraham George, Amir Barati Farimani2025 · 0 citationsarXiv
Modular Large Language Model Agents for Multi-Task Computational Materials Science10.26434/chemrxiv-2025-zkn81-v2 · Akshat Chaudhari, Janghoon Ock, Amir Barati Farimani2025 · 17 citationsChemRxiv
LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models2504.10415v2 · Parshin Shojaee, Ngoc-Hieu Nguyen, Kazem Meidani et al.2025 · 1 citationarXiv
Generative Latent Neural PDE Solver using Flow Matching2503.22600v1 · Zijie Li, Anthony Zhou, Amir Barati Farimani2025 · 1 citationarXiv
LLM-Drone: Aerial Additive Manufacturing with Drones Planned Using Large Language Models2503.17566v1 · Akshay Raman, Chad Merrill, Abraham George et al.2025 · 5 citationsarXiv
NANOGPT: A Query-Driven Large Language Model Retrieval-Augmented Generation System for Nanotechnology Research2502.20541v1 · Achuth Chandrasekhar, Omid Barati Farimani, Olabode T. Ajenifujah et al.2025 · 2 citationsarXiv
AggreBots: configuring CiliaBots through guided, modular tissue aggregation.40060463 · Bhatttaram, D, Golestan, K, Zhang, X et al.2025 · 2 citationsbioRxiv : the preprint server for biology. 2025
Characterizing the Conformational States of G Protein Coupled Receptors Generated with AlphaFold2502.17628v1 · Garima Chib, Parisa Mollaei, Amir Barati Farimani2025 · 1 citationarXiv
AdditiveLLM: Large Language Models Predict Defects in Additive Manufacturing2501.17784v1 · Peter Pak, Amir Barati Farimani2025 · 8 citationsAdditive Manufacturing Letters, Vol. 14, July 2025, Article 100292
Discovery of Spatter Constitutive Models in Additive Manufacturing Using Machine Learning2501.08922v2 · Olabode T. Ajenifujah, Amir Barati Farimani2025 · 0 citationsarXiv
Text to Band Gap: Pre-trained Language Models as Encoders for Semiconductor Band Gap Prediction2501.03456v3 · Ying-Ting Yeh, Janghoon Ock, Achuth Chandrasekhar et al.2025 · 4 citationsarXiv
Dual Diffusion for Unified Image Generation and Understanding2501.00289v2 · Zijie Li, Henry Li, Yichun Shi et al.2024 · 12 citationsarXiv
Career total: 309 works. 196 are in this corpus.Showing the 50 most recent.
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