Cover Image

Extrapolating Phase-Field Simulations in Space and Time with Purely Convolutional Architectures

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Bonneville, Christophe, Bieberdorf, Nathan, Robbe, Pieterjan, Asta, Mark, Najm, Habib N., Capolungo, Laurent, Safta, Cosmin
Format:	Preprint
Published:	2025
Subjects:	Computational Engineering, Finance, and Science Computer Vision and Pattern Recognition Machine Learning Numerical Analysis
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Towards Spatio-Temporal Extrapolation of Phase-Field Simulations with Convolution-Only Neural Networks
by: Bonneville, Christophe, et al.
Published: (2026)

Accelerating Phase Field Simulations Through a Hybrid Adaptive Fourier Neural Operator with U-Net Backbone
by: Bonneville, Christophe, et al.
Published: (2024)

A Comparison of Surrogate Constitutive Models for Viscoplastic Creep Simulation of HT-9 Steel
by: Robbe, Pieterjan, et al.
Published: (2025)

Numerical Considerations for the Construction of Karhunen-Loève Expansions
by: Safta, Cosmin, et al.
Published: (2026)

GPLaSDI: Gaussian Process-based Interpretable Latent Space Dynamics Identification through Deep Autoencoder
by: Bonneville, Christophe, et al.
Published: (2023)

Connecting Quantum Computing with Classical Stochastic Simulation
by: Blanchet, Jose, et al.
Published: (2025)

Simulation of Phase Combinations in Shape Memory Alloys Patches by Hybrid Optimization Methods
by: Wang, Linxiang X., et al.
Published: (2007)

Mixing Data-Driven and Physics-Based Constitutive Models using Uncertainty-Driven Phase Fields
by: Storm, J., et al.
Published: (2025)

A Comprehensive Review of Latent Space Dynamics Identification Algorithms for Intrusive and Non-Intrusive Reduced-Order-Modeling
by: Bonneville, Christophe, et al.
Published: (2024)

Multi-Patch Isogeometric Convolution Hierarchical Deep-learning Neural Network
by: Zhang, Lei, et al.
Published: (2024)

Convolution finite element based digital image correlation for displacement and strain measurements
by: Lu, Ye, et al.
Published: (2023)

Preconditioning Techniques for Hybridizable Discontinuous Galerkin Discretizations on GPU Architectures
by: Welter, Andrew, et al.
Published: (2025)

Elasto-acoustic wave propagation in geophysical media using hybrid high-order methods on general meshes
by: Mottier, Romain, et al.
Published: (2025)

A Taxonomy of Numerical Differentiation Methods
by: Komarov, Pavel, et al.
Published: (2025)

Space-time boundary elements for frictional contact in elastodynamics
by: Aimi, Alessandra, et al.
Published: (2024)

Boundary treatment for high-order IMEX Runge-Kutta local discontinuous Galerkin schemes for multidimensional nonlinear parabolic PDEs
by: González-Tabernero, V., et al.
Published: (2024)

A case study on different one-factor Cheyette models for short maturity caplet calibration
by: Polala, Arun Kumar, et al.
Published: (2024)

A second order finite volume IMEX Runge-Kutta scheme for two dimensional PDEs in finance
by: López-Salas, J. G., et al.
Published: (2024)

Hybrid high-order methods for elasto-acoustic wave propagation in the time domain
by: Mottier, Romain, et al.
Published: (2025)

Parallel Algorithms for Successive Convolution
by: Christlieb, Andrew J., et al.
Published: (2020)

Surrogate Modeling with Low-Rank Function Representation for Electromagnetic Simulation
by: Sun, Mingze, et al.
Published: (2026)

Space-time unfitted finite elements on moving explicit geometry representations
by: Badia, Santiago, et al.
Published: (2024)

Space-time stochastic Galerkin boundary elements for acoustic scattering problems
by: Gimperlein, Heiko, et al.
Published: (2024)

Numerical Model For Vibration Damping Resulting From the First Order Phase Transformations
by: Wang, Linxiang X., et al.
Published: (2007)

Computational Graph Representation of Equations System Constructors in Hierarchical Circuit Simulation
by: Long, Zichao, et al.
Published: (2024)

An Overlapping Schwarz Space-Time Refinement Framework for Material Point Method
by: Luo, Zhaofeng, et al.
Published: (2026)

Simulating programmable morphing of shape memory polymer beam systems with complex geometry and topology
by: Ferri, Giulio, et al.
Published: (2025)

A Stochastic Conservative Field Transfer Method for Black-box Multiscale and Multiphysics Coupling
by: Paudel, Abhiyan, et al.
Published: (2026)

Time transient Simulations via Finite Element Network Analysis: Theoretical Formulation and Numerical Validation
by: Jokar, Mehdi, et al.
Published: (2024)

Monte-Carlo Simulations of the First Passage Time for Multivariate Jump-Diffusion Processes in Financial Applications
by: Zhang, Di, et al.
Published: (2007)

Computation of High-Order Electromagnetic Field Derivatives with FDTD and the Complex-Step Derivative Approximation
by: Liu, Kae-An, et al.
Published: (2019)

A Low-Frequency-Stable Higher-Order Isogeometric Discretization of the Augmented Electric Field Integral Equation
by: Nolte, Maximilian, et al.
Published: (2024)

The Fourier Cosine Method for Discrete Probability Distributions
by: Shen, Xiaoyu, et al.
Published: (2024)

A novel difference equation approach for the stability and robustness of compact schemes for variable coefficient PDEs
by: Goswami, Anindya, et al.
Published: (2022)

Numerical methods for solving PIDEs arising in swing option pricing under a two-factor mean-reverting model with jumps
by: Regragui, Mustapha, et al.
Published: (2025)

Numerical valuation of European options under two-asset infinite-activity exponential Lévy models
by: Moda, Massimiliano, et al.
Published: (2025)

Notes on the SWIFT method based on Shannon Wavelets for Option Pricing -- Revisited
by: Floc'h, Fabien Le
Published: (2024)

Numerical analysis of a particle system for the calibrated Heston-type local stochastic volatility model
by: Reisinger, Christoph, et al.
Published: (2025)

Deep Joint Learning valuation of Bermudan Swaptions
by: Casanova, Francisco Gómez, et al.
Published: (2024)

Non-Hydrostatic Model for Simulating Moving Bottom-Generated Waves: A Shallow Water Extension with Quadratic Vertical Pressure Profile
by: Firdaus, Kemal, et al.
Published: (2024)