Saved in:
| Main Authors: | An, Chenyang, Ye, Qihao, Pan, Minghao, Zhang, Jiayaun |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | https://arxiv.org/abs/2604.24021 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Lower Bounds for Advection-Diffusion Equations: An Exploration with AI-Generated Proofs
by: An, Chenyang, et al.
Published: (2026)
by: An, Chenyang, et al.
Published: (2026)
Lectures on AI for Mathematics
by: Chen, Xiaoyang, et al.
Published: (2026)
by: Chen, Xiaoyang, et al.
Published: (2026)
Enhancing PINN Performance Through Lie Symmetry Group
by: Shah, Ali Haider, et al.
Published: (2025)
by: Shah, Ali Haider, et al.
Published: (2025)
From Initial Data to Boundary Layers: Neural Networks for Nonlinear Hyperbolic Conservation Laws
by: Ciril, Igor, et al.
Published: (2025)
by: Ciril, Igor, et al.
Published: (2025)
Data-Driven Adaptive Gradient Recovery for Unstructured Finite Volume Computations
by: de Romémont, G., et al.
Published: (2025)
by: de Romémont, G., et al.
Published: (2025)
The PML-Method for a Scattering Problem for a Local Perturbation of an Open Periodic Waveguide
by: Kirsch, Andreas, et al.
Published: (2024)
by: Kirsch, Andreas, et al.
Published: (2024)
SPIKE: Stable Physics-Informed Kernel Evolution Method for Solving Hyperbolic Conservation Laws
by: Su, Hua, et al.
Published: (2025)
by: Su, Hua, et al.
Published: (2025)
Physics-informed fine-tuning of foundation models for partial differential equations
by: Medvedev, Vlad, et al.
Published: (2026)
by: Medvedev, Vlad, et al.
Published: (2026)
On Brezis' First Open Problem: A Complete Solution
by: Sun, Liming, et al.
Published: (2025)
by: Sun, Liming, et al.
Published: (2025)
Vortex Stretching in the Navier-Stokes Equations and Information Dissipation in Diffusion Models: A Reformulation from a Partial Differential Equation Viewpoint
by: Yoneda, Tsuyoshi
Published: (2026)
by: Yoneda, Tsuyoshi
Published: (2026)
Learning embeddings of non-linear PDEs: the Burgers' equation
by: Tarancón-Álvarez, Pedro, et al.
Published: (2026)
by: Tarancón-Álvarez, Pedro, et al.
Published: (2026)
PEST: Physics-Enhanced Swin Transformer for 3D Turbulence Simulation
by: Dai, Yilong, et al.
Published: (2026)
by: Dai, Yilong, et al.
Published: (2026)
$PINN - a Domain Decomposition Method for Bayesian Physics-Informed Neural Networks
by: Figueres, Júlia Vicens, et al.
Published: (2025)
by: Figueres, Júlia Vicens, et al.
Published: (2025)
An Implicit GNN Solver for Poisson-like problems
by: Nastorg, Matthieu, et al.
Published: (2023)
by: Nastorg, Matthieu, et al.
Published: (2023)
Conformal mapping based Physics-informed neural networks for designing neutral inclusions
by: Cho, Daehee, et al.
Published: (2025)
by: Cho, Daehee, et al.
Published: (2025)
A novel framework for generalization of deep hidden physics models
by: Kag, Vijay, et al.
Published: (2024)
by: Kag, Vijay, et al.
Published: (2024)
ACMP: Allen-Cahn Message Passing with Attractive and Repulsive Forces for Graph Neural Networks
by: Wang, Yuelin, et al.
Published: (2022)
by: Wang, Yuelin, et al.
Published: (2022)
Quantitative Analysis of Molecular Transport in the Extracellular Space Using Physics-Informed Neural Network
by: Xie, Jiayi, et al.
Published: (2024)
by: Xie, Jiayi, et al.
Published: (2024)
Implicit Bias of the JKO Scheme
by: Halmos, Peter, et al.
Published: (2025)
by: Halmos, Peter, et al.
Published: (2025)
Latent Neural PDE Solver: a reduced-order modelling framework for partial differential equations
by: Li, Zijie, et al.
Published: (2024)
by: Li, Zijie, et al.
Published: (2024)
General Explicit Network (GEN): A novel deep learning architecture for solving partial differential equations
by: Ma, Genwei, et al.
Published: (2026)
by: Ma, Genwei, et al.
Published: (2026)
From Monte Carlo to neural networks approximations of boundary value problems
by: Beznea, Lucian, et al.
Published: (2022)
by: Beznea, Lucian, et al.
Published: (2022)
An Open Waveguide with a Thin High Contrast Core Layer: Asymptotic Analysis and Inverse Detection Problem
by: Bonnetier, Eric, et al.
Published: (2023)
by: Bonnetier, Eric, et al.
Published: (2023)
PILD: Physics-Informed Learning via Diffusion
by: Zeng, Tianyi, et al.
Published: (2026)
by: Zeng, Tianyi, et al.
Published: (2026)
Efficient PINNs via Multi-Head Unimodular Regularization of the Solutions Space
by: Tarancón-Álvarez, Pedro, et al.
Published: (2025)
by: Tarancón-Álvarez, Pedro, et al.
Published: (2025)
Multi-Species Keller--Segel Systems: Analysis, Pattern Formation, and Emerging Mathematical Structures
by: Owolabi, Kolade M, et al.
Published: (2026)
by: Owolabi, Kolade M, et al.
Published: (2026)
Bulk-Surface Coupled PDE with an Open Boundary
by: Epstein, Charles L., et al.
Published: (2026)
by: Epstein, Charles L., et al.
Published: (2026)
Scale-Parameter Selection in Gaussian Kolmogorov-Arnold Networks
by: Noorizadegan, Amir, et al.
Published: (2026)
by: Noorizadegan, Amir, et al.
Published: (2026)
Partition-of-Unity Gaussian Kolmogorov-Arnold Networks
by: Noorizadegan, Amir
Published: (2026)
by: Noorizadegan, Amir
Published: (2026)
Smooth Piecewise Cutting for Neural Operator to Handle Discontinuities and Sharp Transitions
by: Dang, Ha, et al.
Published: (2026)
by: Dang, Ha, et al.
Published: (2026)
Data assimilation and discrepancy modeling with shallow recurrent decoders
by: Bao, Yuxuan, et al.
Published: (2025)
by: Bao, Yuxuan, et al.
Published: (2025)
LLM Multi-Agent Systems: Challenges and Open Problems
by: Han, Shanshan, et al.
Published: (2024)
by: Han, Shanshan, et al.
Published: (2024)
Inverse Source Problems for the Time-Fractional Evolution Equation
by: Ahmadovich, Rahmonov Askar
Published: (2025)
by: Ahmadovich, Rahmonov Askar
Published: (2025)
Source Identification Problem for a Nonlinear Subdiffusion Equation
by: Ashurov, R. R., et al.
Published: (2025)
by: Ashurov, R. R., et al.
Published: (2025)
Fast algorithms enabling optimization and deep learning for photoacoustic tomography in a circular detection geometry
by: Hauptmann, Andreas, et al.
Published: (2025)
by: Hauptmann, Andreas, et al.
Published: (2025)
Hermite Neural Network Simulation for Solving the 2D Schrodinger Equation
by: Parand, Kourosh, et al.
Published: (2024)
by: Parand, Kourosh, et al.
Published: (2024)
On the Limiting Behavior of $L^2$-Critical Pseudo-Relativistic Fermi Systems
by: Chen, Bin, et al.
Published: (2026)
by: Chen, Bin, et al.
Published: (2026)
The Open Proof Corpus: A Large-Scale Study of LLM-Generated Mathematical Proofs
by: Dekoninck, Jasper, et al.
Published: (2025)
by: Dekoninck, Jasper, et al.
Published: (2025)
Open problems and perspectives on solving Friedrichs systems by Krylov approximation
by: Caruso, Noe Angelo, et al.
Published: (2024)
by: Caruso, Noe Angelo, et al.
Published: (2024)
Space- and Time-Dependent Source Identification Problem with Integral Overdetermination Condition
by: Ashurov, R. R., et al.
Published: (2025)
by: Ashurov, R. R., et al.
Published: (2025)
Similar Items
-
Lower Bounds for Advection-Diffusion Equations: An Exploration with AI-Generated Proofs
by: An, Chenyang, et al.
Published: (2026) -
Lectures on AI for Mathematics
by: Chen, Xiaoyang, et al.
Published: (2026) -
Enhancing PINN Performance Through Lie Symmetry Group
by: Shah, Ali Haider, et al.
Published: (2025) -
From Initial Data to Boundary Layers: Neural Networks for Nonlinear Hyperbolic Conservation Laws
by: Ciril, Igor, et al.
Published: (2025) -
Data-Driven Adaptive Gradient Recovery for Unstructured Finite Volume Computations
by: de Romémont, G., et al.
Published: (2025)