Segueix
Ling Guo
Ling Guo
Department of Mathematics, Shanghai Normal Univeristy
Correu electrònic verificat a shnu.edu.cn
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Quantifying total uncertainty in physics-informed neural networks for solving forward and inverse stochastic problems
D Zhang, L Lu, L Guo, GE Karniadakis
Journal of Computational Physics 397, 108850, 2019
5022019
Uncertainty quantification in scientific machine learning: Methods, metrics, and comparisons
AF Psaros, X Meng, Z Zou, L Guo, GE Karniadakis
Journal of Computational Physics 477, 111902, 2023
2842023
Learning in modal space: Solving time-dependent stochastic PDEs using physics-informed neural networks
D Zhang, L Guo, GE Karniadakis
SIAM Journal on Scientific Computing 42 (2), A639-A665, 2020
2722020
STOCHASTIC COLLOCATION ALGORITHMS USING 𝓁1-MINIMIZATION
L Yan, L Guo, D Xiu
International Journal for Uncertainty Quantification 2 (3), 2012
1522012
H 1-Galerkin mixed finite element method for the regularized long wave equation
L Guo, H Chen
Computing 77 (2), 205-221, 2006
872006
Monte Carlo fPINNs: Deep learning method for forward and inverse problems involving high dimensional fractional partial differential equations
L Guo, H Wu, X Yu, T Zhou
Computer Methods in Applied Mechanics and Engineering 400, 115523, 2022
792022
Constructing least-squares polynomial approximations
L Guo, A Narayan, T Zhou
SIAM Review 62 (2), 483-508, 2020
552020
A gradient enhanced ℓ1-minimization for sparse approximation of polynomial chaos expansions
L Guo, A Narayan, T Zhou
Journal of Computational Physics 367, 49-64, 2018
552018
Efficient multistep methods for tempered fractional calculus: algorithms and simulations
L Guo, F Zeng, I Turner, K Burrage, GE Karniadakis
SIAM Journal on Scientific Computing 41 (4), A2510-A2535, 2019
542019
H1-Galerkin mixed finite element method for the Sobolev equation
L Guo, HZ Chen
Journal of Systems Science and Mathematical Sciences 26 (3), 301-314, 2006
532006
Normalizing field flows: Solving forward and inverse stochastic differential equations using physics-informed flow models
L Guo, H Wu, T Zhou
Journal of Computational Physics 461, 111202, 2022
512022
Weighted approximate Fekete points: Sampling for least-squares polynomial approximation
L Guo, A Narayan, L Yan, T Zhou
SIAM Journal on Scientific Computing 40 (1), A366-A387, 2018
362018
Stochastic Collocation Algorithms Using l_1-Minimization for Bayesian Solution of Inverse Problems
L Yan, L Guo
SIAM Journal on Scientific Computing 37 (3), A1410-A1435, 2015
352015
Data-driven polynomial chaos expansions: A weighted least-square approximation
L Guo, Y Liu, T Zhou
Journal of Computational Physics 381, 129-145, 2019
292019
Stochastic Collocation Methods via Minimization Using Randomized Quadratures
L Guo, A Narayan, T Zhou, Y Chen
SIAM Journal on Scientific Computing 39 (1), A333-A359, 2017
282017
Blood cells as supercarrier systems for advanced drug delivery
S Wang, K Han, S Ma, X Qi, L Guo, X Li
Medicine in Drug Discovery 13, 100119, 2022
202022
A Unified Fast Memory-Saving Time-Stepping Method for Fractional Operators and Its Applications.
Y Huang, Q Li, R Li, F Zeng, L Guo
Numerical Mathematics: Theory, Methods & Applications 15 (3), 2022
152022
Vibration analysis of Kirchhoff plates by the Morley element method
J Huang, L Guo, Z Shi
Journal of Computational and Applied Mathematics 213 (1), 14-34, 2008
142008
IB-UQ: Information bottleneck based uncertainty quantification for neural function regression and neural operator learning
L Guo, H Wu, Y Wang, W Zhou, T Zhou
Journal of Computational Physics, 113089, 2024
92024
Probing the interaction between supercarrier rbc membrane and nanoparticles for optimal drug delivery
S Wang, S Ma, R Li, X Qi, K Han, L Guo, X Li
Journal of Molecular Biology 435 (1), 167539, 2023
92023
En aquests moments el sistema no pot dur a terme l'operació. Torneu-ho a provar més tard.
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