Results 161 to 170 of about 37,100 (232)

FEM-based discretization-invariant MCMC methods for PDE-constrained Bayesian inverse problems

, 2016
Tan Bui–Thanh, Quoc Phong Nguyen
openalex   +1 more source

Robust Physics-Informed Neural Network Approach for Estimating Heterogeneous Elastic Properties from Noisy Displacement Data. [PDF]

Adv Sci (Weinh)
Srikitrungruang T, Aghaee Dabaghan Fard S, Lemon M, Lee J, Zhou Y.   +4 more
europepmc   +1 more source

Fredholm Neural Networks for forward and inverse problems in elliptic PDEs [PDF]

Kyriakos Georgiou, Constantinos Siettos, Athanasios N. Yannacopoulos   +2 more
openalex   +1 more source

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

Inverse and Ill-Posed problems for nonlinear PDE: applications to life and social sciences

, 2018
M Shishlenin, D Lukyanenko, D Lukyanenko, M Shishlenin, V Volkov, S Kabanikhin, M Shishlenin   +6 more
openalex   +1 more source

New solutions of multidimensional fuzzy fractional coupled Burgers systems via He Laplace Carson algorithm. [PDF]

Sci Rep
Qayyum M, Nayab S, Khan O, Younis J, Al Zubaidi A, Hussain M, Saeed ST.   +6 more
europepmc   +1 more source

Complex soliton wave patterns of Gross-Pitaevskii systems: application in quantum and optical engineering. [PDF]

Sci Rep
Bilal M, Alawaideh YM, Rehman SU, Popa IL, Al-Khamiseh BM, Ghannam H.   +5 more
europepmc   +1 more source

A Physics-Informed Neural Network (PINN) Approach to Over-Equilibrium Dynamics in Conservatively Perturbed Linear Equilibrium Systems. [PDF]

Entropy (Basel)
Dutta A, Mukherjee B, Hosen SA, Turan M, Constales D, Yablonsky G.   +5 more
europepmc   +1 more source

Beyond Bayesian Inference: The Correlation Integral Likelihood Framework and Gradient Flow Methods for Deterministic Sampling. [PDF]

Bull Math Biol
Gwiazda P, Kazarnikov A, Marciniak-Czochra A, Szymańska Z.   +3 more
europepmc   +1 more source

Dgno: A Novel Physics-Aware Neural Operator for Solving Forward and Inverse Pde Problems Based on Deep, Generative Probabilistic Modeling

Yaohua Zang, Phaedon‐Stelios Koutsourelakis   +1 more
openalex   +1 more source