PFWNN: A deep learning method for solving forward and inverse problems of phase-field models
Fuente:
arXiv
Enregistré dans:
| Auteurs principaux: | Bao, Gang, Ma, Chang, Gong, Yuxuan |
|---|---|
| Format: | Preprint |
| Publié: |
2024
|
| Sujets: | |
| Accès en ligne: | |
| Tags: |
Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
|
Documents similaires
Spectral integrated neural networks (SINNs) for solving forward and inverse dynamic problems
par: Qiu, Lin, et autres
Publié: (2024)
par: Qiu, Lin, et autres
Publié: (2024)
Extending the explicit constraint force method to inverse problems
par: Rowan, Conor
Publié: (2025)
par: Rowan, Conor
Publié: (2025)
A stable and fast method for solving multibody scattering problems via the method of fundamental solutions
par: Cai, Yunhui, et autres
Publié: (2026)
par: Cai, Yunhui, et autres
Publié: (2026)
A direct sampling method based on the Green's function for time-dependent inverse scattering problems
par: Yu, Qingqing, et autres
Publié: (2023)
par: Yu, Qingqing, et autres
Publié: (2023)
A multi-mesh adaptive finite element method for solving the Gross-Pitaevskii equation
par: Li, Mingzhe, et autres
Publié: (2026)
par: Li, Mingzhe, et autres
Publié: (2026)
An alternating learning-based collocation method for solving inverse elliptic problems
par: Kong, Zhizhong, et autres
Publié: (2026)
par: Kong, Zhizhong, et autres
Publié: (2026)
A GPU-accelerated Cartesian grid method is proposed for solving the heat, wave, and Schrodinger equations on irregular domains
par: Tan, Liwei, et autres
Publié: (2024)
par: Tan, Liwei, et autres
Publié: (2024)
Augmented physics informed extreme learning machine to solve the biharmonic equations via Fourier expansions
par: Li, Xi'an, et autres
Publié: (2023)
par: Li, Xi'an, et autres
Publié: (2023)
An adaptive time-stepping strategy for the modified phase field crystal model with a strong nonlinear vacancy potential
par: Hao, Wanrong, et autres
Publié: (2025)
par: Hao, Wanrong, et autres
Publié: (2025)
An abstraction for solving multi-domain problems using finite element methods
par: Sagiyama, Koki, et autres
Publié: (2025)
par: Sagiyama, Koki, et autres
Publié: (2025)
Optimizing a DIscrete Loss (ODIL) to solve forward and inverse problems for partial differential equations using machine learning tools
par: Karnakov, Petr, et autres
Publié: (2022)
par: Karnakov, Petr, et autres
Publié: (2022)
Optimization-based method for conjugate heat transfer problems
par: Fang, Liang, et autres
Publié: (2025)
par: Fang, Liang, et autres
Publié: (2025)
Multipreconditioning with directional sweeping methods for high-frequency Helmholtz problems
par: Bootland, Niall, et autres
Publié: (2024)
par: Bootland, Niall, et autres
Publié: (2024)
Singular layer PINN methods for Burgers' equation
par: Chang, Teng-Yuan, et autres
Publié: (2024)
par: Chang, Teng-Yuan, et autres
Publié: (2024)
Boundary element methods for the magnetic field integral equation on polyhedra
par: Le, Van Chien, et autres
Publié: (2024)
par: Le, Van Chien, et autres
Publié: (2024)
A coupled finite and boundary spectral element method for linear water-wave propagation problems
par: Cerrato, Antonio, et autres
Publié: (2025)
par: Cerrato, Antonio, et autres
Publié: (2025)
A micromorphic-based artificial diffusion method for stabilized finite element approximation of convection-diffusion problems
par: Firooz, Soheil, et autres
Publié: (2025)
par: Firooz, Soheil, et autres
Publié: (2025)
A new object-oriented framework for solving multiphysics problems via combination of different numerical methods
par: Sargado, Juan Michael
Publié: (2019)
par: Sargado, Juan Michael
Publié: (2019)
Fourier heuristic PINNs to solve the biharmonic equations based on its coupled scheme
par: Huang, Yujia, et autres
Publié: (2025)
par: Huang, Yujia, et autres
Publié: (2025)
A nonlinear system related to investment under uncertainty solved using the fractional pseudo-Newton method
par: Torres-Hernandez, A., et autres
Publié: (2020)
par: Torres-Hernandez, A., et autres
Publié: (2020)
Generalised eigenfunction expansion and singularity expansion methods for two-dimensional acoustic time-domain wave scattering problems
par: Wilks, Ben, et autres
Publié: (2023)
par: Wilks, Ben, et autres
Publié: (2023)
An asymptotic-preserving method for the three-temperature radiative transfer model
par: Li, Ruo, et autres
Publié: (2024)
par: Li, Ruo, et autres
Publié: (2024)
Nonlinearity helps the convergence of the inverse Born series
par: Defilippis, Nicholas, et autres
Publié: (2024)
par: Defilippis, Nicholas, et autres
Publié: (2024)
Stability of stationary states for mean field models with multichromatic interaction potentials
par: Bertoli, Benedetta, et autres
Publié: (2024)
par: Bertoli, Benedetta, et autres
Publié: (2024)
A model order reduction based adaptive parareal method for time-dependent partial differential equations
par: Dai, Xiaoying, et autres
Publié: (2026)
par: Dai, Xiaoying, et autres
Publié: (2026)
A fully variational numerical method for structural topology optimization based on a Cahn-Hilliard model
par: Bell-Navas, Edmund, et autres
Publié: (2025)
par: Bell-Navas, Edmund, et autres
Publié: (2025)
On the extensions of the GD inverse of tensors via the M-Product
par: Jin, Hongwei, et autres
Publié: (2024)
par: Jin, Hongwei, et autres
Publié: (2024)
Accurate adaptive deep learning method for solving elliptic problems
par: Ying, Jingyong, et autres
Publié: (2024)
par: Ying, Jingyong, et autres
Publié: (2024)
Numerical inverse scattering transform for the derivative nonlinear Schrodinger equation
par: Cui, Shikun, et autres
Publié: (2023)
par: Cui, Shikun, et autres
Publié: (2023)
Learned RESESOP for solving inverse problems with inexact forward operator
par: Feinler, Mathias S., et autres
Publié: (2024)
par: Feinler, Mathias S., et autres
Publié: (2024)
Improvement of fully-implicit two-phase pore-network models by employing generalized flux functions with additional throat variables
par: Schneider, Martin, et autres
Publié: (2025)
par: Schneider, Martin, et autres
Publié: (2025)
The high resolution sampling methods for acoustic sources from multi-frequency far field patterns at sparse observation directions
par: Liu, Xiaodong, et autres
Publié: (2024)
par: Liu, Xiaodong, et autres
Publié: (2024)
A restricted additive smoother for finite cell flow problems
par: Saberi, M., et autres
Publié: (2024)
par: Saberi, M., et autres
Publié: (2024)
A novel model reduction method to solve inverse problems of parabolic type
par: Zhang, Wenlong, et autres
Publié: (2024)
par: Zhang, Wenlong, et autres
Publié: (2024)
Gamma convergence for a phase-field cohesive energy
par: Maggiorelli, Eleonora, et autres
Publié: (2025)
par: Maggiorelli, Eleonora, et autres
Publié: (2025)
Spectra and pseudospectra in the evaluation of material stability in phase field schemes
par: Benzi, Michele, et autres
Publié: (2024)
par: Benzi, Michele, et autres
Publié: (2024)
Reconstruction techniques for inverse Sturm-Liouville problems with complex coefficients
par: Kravchenko, Vladislav V.
Publié: (2025)
par: Kravchenko, Vladislav V.
Publié: (2025)
On the uniqueness of the discrete Calderon problem on multi-dimensional lattices
par: Deng, Maolin, et autres
Publié: (2025)
par: Deng, Maolin, et autres
Publié: (2025)
Inverse source problem of sub-diffusion of variable exponent
par: Li, Zhiyuan, et autres
Publié: (2025)
par: Li, Zhiyuan, et autres
Publié: (2025)
Kolmogorov Arnold Informed neural network: A physics-informed deep learning framework for solving forward and inverse problems based on Kolmogorov Arnold Networks
par: Wang, Yizheng, et autres
Publié: (2024)
par: Wang, Yizheng, et autres
Publié: (2024)
Documents similaires
-
Spectral integrated neural networks (SINNs) for solving forward and inverse dynamic problems
par: Qiu, Lin, et autres
Publié: (2024) -
Extending the explicit constraint force method to inverse problems
par: Rowan, Conor
Publié: (2025) -
A stable and fast method for solving multibody scattering problems via the method of fundamental solutions
par: Cai, Yunhui, et autres
Publié: (2026) -
A direct sampling method based on the Green's function for time-dependent inverse scattering problems
par: Yu, Qingqing, et autres
Publié: (2023) -
A multi-mesh adaptive finite element method for solving the Gross-Pitaevskii equation
par: Li, Mingzhe, et autres
Publié: (2026)