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Peter Yichen Chen
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Hybrid grains: adaptive coupling of discrete and continuum simulations of granular media
Y Yue, B Smith, PY Chen, M Chantharayukhonthorn, K Kamrin, ...
ACM Transactions on Graphics (TOG) 37 (6), 1-19, 2018
932018
PAC-NeRF: Physics Augmented Continuum Neural Radiance Fields for Geometry-Agnostic System Identification
X Li, YL Qiao, PY Chen, KM Jatavallabhula, M Lin, C Jiang, C Gan
International Conference on Learning Representations, 2023
522023
CROM: Continuous reduced-order modeling of PDEs using implicit neural representations
PY Chen, J Xiang, DH Cho, Y Chang, GA Pershing, HT Maia, ...
International Conference on Learning Representations, 2023
472023
How Can Large Language Models Help Humans in Design and Manufacturing?
L Makatura, M Foshey, B Wang, F HähnLein, P Ma, B Deng, ...
arXiv preprint arXiv:2307.14377, 2023
452023
Learning Neural Constitutive Laws From Motion Observations for Generalizable PDE Dynamics
P Ma, PY Chen, B Deng, JB Tenenbaum, T Du, C Gan, W Matusik
International Conference on Machine Learning, 2023
292023
Implicit Neural Spatial Representations for Time-dependent PDEs
H Chen, R Wu, E Grinspun, C Zheng, PY Chen
International Conference on Machine Learning, 5162-5177, 2023
282023
Characterization of dough baked via blue laser
JD Blutinger, Y Meijers, PY Chen, C Zheng, E Grinspun, H Lipson
Journal of Food Engineering 232, 56-64, 2018
282018
Visual modeling of laser-induced dough browning
PY Chen, JD Blutinger, Y Meijers, C Zheng, E Grinspun, H Lipson
Journal of Food Engineering 243, 9-21, 2019
262019
Characterization of CO2 laser browning of dough
JD Blutinger, Y Meijers, PY Chen, C Zheng, E Grinspun, H Lipson
Innovative Food Science & Emerging Technologies 52, 145-157, 2019
252019
Learning Preconditioner for Conjugate Gradient PDE Solvers
Y Li, PY Chen, T Du, W Matusik
International Conference on Machine Learning, 2023
192023
Hybrid discrete-continuum modeling of shear localization in granular media
PY Chen, M Chantharayukhonthorn, Y Yue, E Grinspun, K Kamrin
Journal of the Mechanics and Physics of Solids 153, 104404, 2021
192021
Model reduction for the material point method via an implicit neural representation of the deformation map
PY Chen, MM Chiaramonte, E Grinspun, K Carlberg
Journal of Computational Physics 478, 111908, 2023
172023
Neural Stress Fields for Reduced-order Elastoplasticity and Fracture
Z Zong, X Li, M Li, MM Chiaramonte, W Matusik, E Grinspun, K Carlberg, ...
ACM SIGGRAPH ASIA 2023 Conference Proceedings, 2023
142023
LiCROM: Linear-Subspace Continuous Reduced Order Modeling with Neural Fields
Y Chang, PY Chen, Z Wang, MM Chiaramonte, K Carlberg, E Grinspun
ACM SIGGRAPH ASIA 2023 Conference Proceedings, 2023
72023
How Can Large Language Models Help Humans in Design And Manufacturing? Part 2: Synthesizing an End-To-End LLM-Enabled Design and Manufacturing Workflow
L Makatura, M Foshey, B Wang, F Hähnlein, P Ma, B Deng, ...
Harvard Data Science Review, 2024
62024
Large Language Models for Design and Manufacturing
L Makatura, M Foshey, B Wang, F Hähnlein, P Ma, B Deng, ...
MIT, 2024
42024
How can large language models help humans in design and manufacturing? Part 1: Elements of the LLM-enabled computational design and manufacturing pipeline
L Makatura, M Foshey, B Wang, F Hähnlein, P Ma, B Deng, ...
PubPub, 2024
32024
Model reduction for the material point method via learning the deformation map and its spatial-temporal gradients
PY Chen, M Chiaramonte, E Grinspun, K Carlberg
URL: http://arxiv. org/abs/2109.12390 v1, 2021
32021
Neural Monte Carlo Fluid Simulation
P Jain, Z Qu, PY Chen, O Stein
ACM SIGGRAPH 2024 Conference Papers, 1-11, 2024
22024
Recovery of Herschel-Bulkley fluid parameters from video via differentiable rendering and simulations
J Eastman, P Chen, C Owens, W Matusik
Bulletin of the American Physical Society, 2024
2024
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Articles 1–20