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Zou, Zongren
22  Ergebnisse:
Personensuche X
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1

Discovering a reaction–diffusion model for Alzheimer's dise..:

Zhang, Zhen ; Zou, Zongren ; Kuhl, Ellen.
Computer Methods in Applied Mechanics and Engineering.  419 (2024)  - p. 116647 , 2024
Link: https://doi.org/10.1016/..
 
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2

Correcting model misspecification in physics-informed neura..:

Zou, Zongren ; Meng, Xuhui ; Karniadakis, George Em
Journal of Computational Physics.  505 (2024)  - p. 112918 , 2024
Link: https://doi.org/10.1016/..
 
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3

Leveraging Multitime Hamilton–Jacobi PDEs for Certain Scien..:

Chen, Paula ; Meng, Tingwei ; Zou, Zongren..
SIAM Journal on Scientific Computing.  46 (2024)  2 - p. C216-C248 , 2024
Link: https://doi.org/10.1137/..
 
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4

NeuralUQ: A Comprehensive Library for Uncertainty Quantific..:

Zou, Zongren ; Meng, Xuhui ; Psaros, Apostolos F..
SIAM Review.  66 (2024)  1 - p. 161-190 , 2024
Link: https://doi.org/10.1137/..
 
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5

A generative modeling framework for inferring families of b..:

Yin, Minglang ; Zou, Zongren ; Zhang, Enrui...
Journal of the Mechanics and Physics of Solids.  181 (2023)  - p. 105424 , 2023
Link: https://doi.org/10.1016/..
 
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6

Uncertainty quantification in scientific machine learning: ..:

Psaros, Apostolos F. ; Meng, Xuhui ; Zou, Zongren..
Journal of Computational Physics.  477 (2023)  - p. 111902 , 2023
Link: https://doi.org/10.1016/..
 
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7

Bayesian Physics Informed Neural Networks for real-world no..:

Linka, Kevin ; Schäfer, Amelie ; Meng, Xuhui...
Computer Methods in Applied Mechanics and Engineering.  402 (2022)  - p. 115346 , 2022
Link: https://doi.org/10.1016/..
 
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8

Leveraging Multi-time Hamilton-Jacobi PDEs for Certain Scie..:

Chen, Paula ; Meng, Tingwei ; Zou, Zongren..
http://arxiv.org/abs/2303.12928.  , 2023
Link: http://arxiv.org/abs/230..
 
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9

A Generative Modeling Framework for Inferring Families of B..:

Yin, Minglang ; Zou, Zongren ; Zhang, Enrui...
http://arxiv.org/abs/2305.03184.  , 2023
Link: http://arxiv.org/abs/230..
 
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10

Leveraging Hamilton-Jacobi PDEs with time-dependent Hamilto..:

Chen, Paula ; Meng, Tingwei ; Zou, Zongren..
http://arxiv.org/abs/2311.07790.  , 2023
Link: http://arxiv.org/abs/231..
 
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11

Discovering a reaction-diffusion model for Alzheimer's dise..:

Zhang, Zhen ; Zou, Zongren ; Kuhl, Ellen.
http://arxiv.org/abs/2307.08107.  , 2023
Link: http://arxiv.org/abs/230..
 
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12

Uncertainty quantification for noisy inputs-outputs in phys..:

Zou, Zongren ; Meng, Xuhui ; Karniadakis, George Em
http://arxiv.org/abs/2311.11262.  , 2023
Link: http://arxiv.org/abs/231..
 
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13

L-HYDRA: Multi-Head Physics-Informed Neural Networks:

Zou, Zongren ; Karniadakis, George Em
http://arxiv.org/abs/2301.02152.  , 2023
Link: http://arxiv.org/abs/230..
 
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14

Correcting model misspecification in physics-informed neura..:

Zou, Zongren ; Meng, Xuhui ; Karniadakis, George Em
http://arxiv.org/abs/2310.10776.  , 2023
Link: http://arxiv.org/abs/231..
 
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15

Bayesian Physics-Informed Neural Networks for real-world no..:

Linka, Kevin ; Schafer, Amelie ; Meng, Xuhui...
http://arxiv.org/abs/2205.08304.  , 2022
Link: http://arxiv.org/abs/220..
 
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