Results 161 to 170 of about 35,710 (245)

Exploring the exact solutions to the nonlinear systems with neural networks method. [PDF]

Sci Rep
Muhammad J, Tedjani AH, Hussain E, Younas U.   +3 more
europepmc   +1 more source

A method for computing inverse parametric PDE problems with random-weight neural networks

, 2023
Suchuan Dong, Yiran Wang
openalex   +2 more sources

Optimal Runge approximation for nonlocal wave equations and unique determination of polyhomogeneous nonlinearities. [PDF]

Calc Var Partial Differ Equ
Lin YH, Tyni T, Zimmermann P.
europepmc   +1 more source

VC-PINN: Variable Coefficient Physical Information Neural Network For Forward And Inverse PDE Problems with Variable Coefficient

, 2023
Miao Zhengwu, Yong Chen
openalex   +2 more sources

Optical neural engine for solving scientific partial differential equations. [PDF]

Nat Commun
Tang Y, Chen R, Lou M, Fan J, Yu C, Nonaka A, Yao Z, Gao W.   +7 more
europepmc   +1 more source

Gated X-TFC: Soft Domain Decomposition for Forward and Inverse Problems in Sharp-Gradient PDEs [PDF]

Vikas Dwivedi, Enrico Schiassi, Monica Sigovan, Bruno Sixou   +3 more
openalex   +1 more source

An Efficient Quasi-Newton Method with Tensor Product Implementation for Solving Quasi-Linear Elliptic Equations and Systems. [PDF]

J Sci Comput
Hao W, Lee S, Zhang X.
europepmc   +1 more source

BiLO: Bilevel Local Operator Learning for PDE Inverse Problems. Part II: Efficient Uncertainty Quantification with Low-Rank Adaptation [PDF]

Zirui Zhang, Christopher E. Miles, Xiaohui Xie, John Lowengrub   +3 more
openalex   +1 more source

LEVERAGING CONTRAST AGENT KINETICS FOR ROBUST REFLECTANCE MODE FLUORESCENCE TOMOGRAPHY. [PDF]

Proc IEEE Int Symp Biomed Imaging
Kast M, Zayats M, Shafiee S, Zhuk S, Hesthaven JS, Joshi A.   +5 more
europepmc   +1 more source

B-PINNs: Bayesian physics-informed neural networks for forward and inverse PDE problems with noisy data

, 2020
Liu Yang, Xuhui Meng, George Em Karniadakis   +2 more
openalex   +2 more sources