Image de couverture de livre

WoSNN: Stochastic Solver for PDEs with Machine Learning

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Song, Silei, Fahim, Arash, Mascagni, Michael
Format:	Preprint
Publié:	2025
Sujets:	Numerical Analysis Machine Learning Probability 68U01, 65N75 G.3; G.1.8
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Deep BSDE Solver on Bounded Domains Part I: General Loss Rate
par: Würschmidt, Maximilian
Publié: (2025)

Concepts for Composing Finite Element Function Space Bases
par: Engwer, Christian, et autres
Publié: (2025)

Alternately-optimized SNN method for acoustic scattering problem in unbounded domain
par: Song, Haoming, et autres
Publié: (2025)

A Discretization Scheme for BSDEs with Random Time Horizon
par: Seifried, Frank T., et autres
Publié: (2025)

Discontinuous Galerkin finite element operator network for solving non-smooth PDEs
par: Chawla, Kapil, et autres
Publié: (2026)

A derivative-free localized stochastic method for very high-dimensional semilinear parabolic PDEs
par: Fang, Shuixin, et autres
Publié: (2025)

Finite Element Operator Network for Solving Elliptic-type parametric PDEs
par: Lee, Jae Yong, et autres
Publié: (2023)

A posteriori error analysis, Pod-Deim reduced order geometrically parametrized models and unfitted FEMs
par: Karatzas, Efthymios N.
Publié: (2026)

Fluid boundary conditions in kinetic-diffusion Monte Carlo
par: Steel, Thijs, et autres
Publié: (2025)

Error Analysis of the Deep Mixed Residual Method for High-order Elliptic Equations
par: Bai, Mengjia, et autres
Publié: (2024)

A Semismooth Newton Solver and its application to an $hp$-FE Discretization in Elastoplasticity
par: Bammer, Patrick, et autres
Publié: (2025)

Polygonal Sequence-driven Triangulation Validator: An Incremental Approach to 2D Triangulation Verification
par: Sawai, Sora, et autres
Publié: (2024)

FIAT: enabling classical and modern macroelements
par: Brubeck, Pablo D., et autres
Publié: (2025)

The Rhie-Chow stabilized Box Method for the Stokes problem
par: Negrini, G., et autres
Publié: (2023)

Let data talk: data-regularized operator learning theory for inverse problems
par: Chen, Ke, et autres
Publié: (2023)

A High Order Geometry Conforming Immersed Finite Element for Elliptic Interface Problems
par: Adjerid, Slimane, et autres
Publié: (2023)

hp-Finite Elements for Elastoplasticity
par: Bammer, Patrick, et autres
Publié: (2026)

Multigrid methods for the ghost finite element approximation of elliptic problems
par: Dilip, Hridya, et autres
Publié: (2025)

Construction of Basis Functions for the Geometry Conforming Immersed Finite Element Method
par: Adjerid, Slimane, et autres
Publié: (2025)

The Frenet immersed finite element method for elliptic interface problems: An error analysis
par: Adjerid, Slimane, et autres
Publié: (2024)

High order finite-difference ghost-point methods for elliptic problems in domains with curved boundaries
par: Coco, Armando, et autres
Publié: (2024)

Efficient and well-conditioned ghost-point discretization of boundary operators on unfitted domains
par: Coco, Armando, et autres
Publié: (2026)

A new mixed finite element method for arbitrary element pair for a quasi-static nonlinear permeability thermo-poroelasticity model
par: Ge, Zhihao, et autres
Publié: (2023)

A monotone finite element method for reaction-drift-diffusion equations with discontinuous reaction coefficients
par: Heldman, Max
Publié: (2024)

Numerical Solution of Mixed-Dimensional PDEs Using a Neural Preconditioner
par: Dimola, Nunzio, et autres
Publié: (2025)

Mixed Finite Elements of Higher-Order in Elastoplasticity
par: Bammer, Patrick, et autres
Publié: (2024)

High-order primal mixed finite element method for boundary-value correction on curved domain
par: Hou, Yongli, et autres
Publié: (2024)

A Posteriori Error Estimates for $hp$-FE Discretizations in Elastoplasticity
par: Bammer, Patrick, et autres
Publié: (2024)

Nonconforming virtual element method for general second-order elliptic problems on curved domain
par: Liu, Yi, et autres
Publié: (2024)

Isovolumetric Energy Minimization for Ball-Shaped Volume-Preserving Parameterizations of 3-Manifolds
par: Liu, Shu-Yung, et autres
Publié: (2024)

Adaptive Multilevel Neural Networks for Parametric PDEs with Error Estimation
par: Schütte, Janina E., et autres
Publié: (2024)

Canonical variables based numerical schemes for hybrid plasma models with kinetic ions and massless electrons
par: Li, Yingzhe, et autres
Publié: (2023)

Symplectic particle-in-cell methods for hybrid plasma models with Boltzmann electrons and space-charge effects
par: Li, Yingzhe
Publié: (2023)

A convergence framework for energy minimisation of linear self-adjoint elliptic PDEs in nonlinear approximation spaces
par: Magueresse, Alexandre, et autres
Publié: (2025)

A natural language framework for non-conforming hybrid polytopal methods in Gridap.jl
par: Manyer, Jordi, et autres
Publié: (2026)

A stochastic Galerkin method with adaptive time-stepping for the Navier-Stokes equations
par: Sousedík, Bedřich, et autres
Publié: (2022)

A Structure-Preserving PML-Domain-Embedding Method for Acoustic Wave Scattering by Moving Objects
par: Gu, Xuelong, et autres
Publié: (2026)

High-Order Spectral Simulation of Dispersive Two-Dimensional Materials
par: Nicholls, David, et autres
Publié: (2024)

A unified immersed finite element error analysis for one-dimensional interface problems
par: Adjerid, Slimane, et autres
Publié: (2023)

A Deep Uzawa-Lagrange Multiplier Approach for Boundary Conditions in PINNs and Deep Ritz Methods
par: Makridakis, Charalambos G., et autres
Publié: (2024)