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Amir Barati Farimani

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Visuo-Tactile Pretraining for Cable Plugging

Mar 18, 2024
Abraham George, Selam Gano, Pranav Katragadda, Amir Barati Farimani

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SculptDiff: Learning Robotic Clay Sculpting from Humans with Goal Conditioned Diffusion Policy

Mar 15, 2024
Alison Bartsch, Arvind Car, Charlotte Avra, Amir Barati Farimani

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Latent Neural PDE Solver: a reduced-order modelling framework for partial differential equations

Feb 27, 2024
Zijie Li, Saurabh Patil, Francis Ogoke, Dule Shu, Wilson Zhen, Michael Schneier, John R. Buchanan, Jr., Amir Barati Farimani

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Inpainting Computational Fluid Dynamics with Deep Learning

Feb 27, 2024
Dule Shu, Wilson Zhen, Zijie Li, Amir Barati Farimani

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Pretraining Strategy for Neural Potentials

Feb 24, 2024
Zehua Zhang, Zijie Li, Amir Barati Farimani

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PICL: Physics Informed Contrastive Learning for Partial Differential Equations

Jan 29, 2024
Cooper Lorsung, Amir Barati Farimani

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FaultFormer: Transformer-based Prediction of Bearing Faults

Dec 04, 2023
Anthony Zhou, Amir Barati Farimani

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Inexpensive High Fidelity Melt Pool Models in Additive Manufacturing Using Generative Deep Diffusion

Nov 15, 2023
Francis Ogoke, Quanliang Liu, Olabode Ajenifujah, Alexander Myers, Guadalupe Quirarte, Jack Beuth, Jonathan Malen, Amir Barati Farimani

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Multi-scale Time-stepping of Partial Differential Equations with Transformers

Nov 03, 2023
AmirPouya Hemmasian, Amir Barati Farimani

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GPCR-BERT: Interpreting Sequential Design of G Protein Coupled Receptors Using Protein Language Models

Oct 30, 2023
Seongwon Kim, Parisa Mollaei, Akshay Antony, Rishikesh Magar, Amir Barati Farimani

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