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Wojciech Matusik

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Representing Molecules as Random Walks Over Interpretable Grammars

Mar 13, 2024
Michael Sun, Minghao Guo, Weize Yuan, Veronika Thost, Crystal Elaine Owens, Aristotle Franklin Grosz, Sharvaa Selvan, Katelyn Zhou, Hassan Mohiuddin, Benjamin J Pedretti, Zachary P Smith, Jie Chen, Wojciech Matusik

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Boundary Exploration for Bayesian Optimization With Unknown Physical Constraints

Feb 12, 2024
Yunsheng Tian, Ane Zuniga, Xinwei Zhang, Johannes P. Dürholt, Payel Das, Jie Chen, Wojciech Matusik, Mina Konaković Luković

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DiffAvatar: Simulation-Ready Garment Optimization with Differentiable Simulation

Nov 20, 2023
Yifei Li, Hsiao-yu Chen, Egor Larionov, Nikolaos Sarafianos, Wojciech Matusik, Tuur Stuyck

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Neural Stress Fields for Reduced-order Elastoplasticity and Fracture

Oct 26, 2023
Zeshun Zong, Xuan Li, Minchen Li, Maurizio M. Chiaramonte, Wojciech Matusik, Eitan Grinspun, Kevin Carlberg, Chenfanfu Jiang, Peter Yichen Chen

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ASAP: Automated Sequence Planning for Complex Robotic Assembly with Physical Feasibility

Sep 29, 2023
Yunsheng Tian, Karl D. D. Willis, Bassel Al Omari, Jieliang Luo, Pingchuan Ma, Yichen Li, Farhad Javid, Edward Gu, Joshua Jacob, Shinjiro Sueda, Hui Li, Sachin Chitta, Wojciech Matusik

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Hierarchical Grammar-Induced Geometry for Data-Efficient Molecular Property Prediction

Sep 04, 2023
Minghao Guo, Veronika Thost, Samuel W Song, Adithya Balachandran, Payel Das, Jie Chen, Wojciech Matusik

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How Can Large Language Models Help Humans in Design and Manufacturing?

Jul 25, 2023
Liane Makatura, Michael Foshey, Bohan Wang, Felix HähnLein, Pingchuan Ma, Bolei Deng, Megan Tjandrasuwita, Andrew Spielberg, Crystal Elaine Owens, Peter Yichen Chen, Allan Zhao, Amy Zhu, Wil J Norton, Edward Gu, Joshua Jacob, Yifei Li, Adriana Schulz, Wojciech Matusik

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Learning Neural Constitutive Laws From Motion Observations for Generalizable PDE Dynamics

Apr 27, 2023
Pingchuan Ma, Peter Yichen Chen, Bolei Deng, Joshua B. Tenenbaum, Tao Du, Chuang Gan, Wojciech Matusik

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Category-Level Multi-Part Multi-Joint 3D Shape Assembly

Mar 10, 2023
Yichen Li, Kaichun Mo, Yueqi Duan, He Wang, Jiequan Zhang, Lin Shao, Wojciech Matusik, Leonidas Guibas

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Computational Discovery of Microstructured Composites with Optimal Strength-Toughness Trade-Offs

Feb 01, 2023
Beichen Li, Bolei Deng, Wan Shou, Tae-Hyun Oh, Yuanming Hu, Yiyue Luo, Liang Shi, Wojciech Matusik

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