Cover Image

Synergizing Kolmogorov-Arnold Networks with Dynamic Adaptive Weighting for High-Frequency and Multi-Scale PDE Solutions

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Chen, Guokan, Xiao, Yao, Fan, Bin, Xionga, Meixin, Lin, Zhicheng, Liu, Yuanying
Format:	Preprint
Published:	2025
Subjects:	Machine Learning Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Multi-Resolution Training-Enhanced Kolmogorov-Arnold Networks for Multi-Scale PDE Problems
by: Yang, Yu-Sen, et al.
Published: (2025)

Energy-Dissipative Evolutionary Kolmogorov-Arnold Networks for Complex PDE Systems
by: Lin, Guang, et al.
Published: (2025)

KAConvNet: Kolmogorov-Arnold Convolutional Networks for Vision Recognition
by: Liu, Zhaoxiang, et al.
Published: (2026)

LAKAN: Landmark-assisted Adaptive Kolmogorov-Arnold Network for Face Forgery Detection
by: Jiang, Jiayao, et al.
Published: (2025)

Kolmogorov-Arnold Fourier Networks
by: Zhang, Jusheng, et al.
Published: (2025)

Catastrophic Forgetting in Kolmogorov-Arnold Networks
by: Rahman, Mohammad Marufur, et al.
Published: (2025)

Discovering the Gell-Mann-Okubo Formula with Kolmogorov-Arnold Networks
by: He, Jian-Yao, et al.
Published: (2026)

Adaptive Variational Quantum Kolmogorov-Arnold Network
by: Wakaura, Hikaru, et al.
Published: (2025)

PAKAN: Pixel Adaptive Kolmogorov-Arnold Network Modules for Pansharpening
by: Zhang, Haoyu, et al.
Published: (2026)

KAN: Kolmogorov-Arnold Networks
by: Liu, Ziming, et al.
Published: (2024)

Scale-Parameter Selection in Gaussian Kolmogorov-Arnold Networks
by: Noorizadegan, Amir, et al.
Published: (2026)

Scale-Agnostic Kolmogorov-Arnold Geometry in Neural Networks
by: Vanherreweghe, Mathew, et al.
Published: (2025)

Hardware Acceleration of Kolmogorov-Arnold Network (KAN) in Large-Scale Systems
by: Huang, Wei-Hsing, et al.
Published: (2025)

Gaussian Process Kolmogorov-Arnold Networks
by: Chen, Andrew Siyuan
Published: (2024)

SigKAN: Signature-Weighted Kolmogorov-Arnold Networks for Time Series
by: Inzirillo, Hugo, et al.
Published: (2024)

AR-KAN: Autoregressive-Weight-Enhanced Kolmogorov-Arnold Network for Time Series Forecasting
by: Zeng, Chen, et al.
Published: (2025)

Lyapunov-Based Kolmogorov-Arnold Network (KAN) Adaptive Control
by: Shen, Xuehui, et al.
Published: (2025)

KKANs: Kurkova-Kolmogorov-Arnold Networks and Their Learning Dynamics
by: Toscano, Juan Diego, et al.
Published: (2024)

KANDy: Kolmogorov-Arnold Networks and Dynamical System Discovery
by: Slote, Kevin, et al.
Published: (2026)

Granger Causality Detection with Kolmogorov-Arnold Networks
by: Lin, Hongyu, et al.
Published: (2024)

Kolmogorov-Arnold Network Autoencoders
by: Moradi, Mohammadamin, et al.
Published: (2024)

Probabilistic Kolmogorov-Arnold Network
by: Polar, Andrew, et al.
Published: (2021)

On Training of Kolmogorov-Arnold Networks
by: Sohail, Shairoz
Published: (2024)

Convolutional Kolmogorov-Arnold Networks
by: Bodner, Alexander Dylan, et al.
Published: (2024)

Clifford Kolmogorov-Arnold Networks
by: Wolff, Matthias, et al.
Published: (2026)

Variational Kolmogorov-Arnold Network
by: Alesiani, Francesco, et al.
Published: (2025)

Multifidelity Kolmogorov-Arnold Networks
by: Howard, Amanda A., et al.
Published: (2024)

PostHoc FREE Calibrating on Kolmogorov Arnold Networks
by: Liang, Wenhao, et al.
Published: (2025)

Wav-KAN: Wavelet Kolmogorov-Arnold Networks
by: Bozorgasl, Zavareh, et al.
Published: (2024)

MatrixKAN: Parallelized Kolmogorov-Arnold Network
by: Coffman, Cale, et al.
Published: (2025)

Recurrent Neural Networks for Dynamic VWAP Execution: Adaptive Trading Strategies with Temporal Kolmogorov-Arnold Networks
by: Genet, Remi
Published: (2025)

Adaptive RBF-KAN: A Comparative Evaluation of Dynamic Shape Parameters in Kolmogorov-Arnold Networks
by: Cavoretto, Roberto, et al.
Published: (2026)

Optimization by VarQITE on Adaptive Variational Quantum Kolmogorov-Arnold Network
by: Wakaura, Hikaru, et al.
Published: (2025)

Adaptive Training of Grid-Dependent Physics-Informed Kolmogorov-Arnold Networks
by: Rigas, Spyros, et al.
Published: (2024)

BEKAN: Boundary condition-guaranteed evolutionary Kolmogorov-Arnold networks with radial basis functions for solving PDE problems
by: Kim, Bongseok, et al.
Published: (2025)

A Dynamic Framework for Grid Adaptation in Kolmogorov-Arnold Networks
by: Rigas, Spyros, et al.
Published: (2026)

Physics-Informed Kolmogorov-Arnold Networks for Power System Dynamics
by: Shuai, Hang, et al.
Published: (2024)

GraphKAN: Enhancing Feature Extraction with Graph Kolmogorov Arnold Networks
by: Zhang, Fan, et al.
Published: (2024)

Kolmogorov-Arnold Neural Networks for High-Entropy Alloys Design
by: Bandyopadhyay, Yagnik, et al.
Published: (2024)

Multi-Exit Kolmogorov-Arnold Networks: enhancing accuracy and parsimony
by: Bagrow, James, et al.
Published: (2025)