Cover Image

Physics Informed Kolmogorov-Arnold Neural Networks for Dynamical Analysis via Efficent-KAN and WAV-KAN

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Patra, Subhajit, Panda, Sonali, Parida, Bikram Keshari, Arya, Mahima, Jacobs, Kurt, Bondar, Denys I., Sen, Abhijit
Format:	Preprint
Published:	2024
Subjects:	Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Geometric Kolmogorov--Arnold Network (GeoKAN)
by: Sen, Abhijit, et al.
Published: (2026)

K-U-KAN: Koopman-Enhanced U-KAN for 3D Dental Reconstruction from a Single Panoramic X-ray Radiograph
by: Parida, Bikram Keshari, et al.
Published: (2026)

Input-Output Optics as a Causal Time Series Mapping: A Generative Machine Learning Solution
by: Sen, Abhijit, et al.
Published: (2024)

From Classical to Quantum Reinforcement Learning and Its Applications in Quantum Control: A Beginner's Tutorial
by: Sen, Abhijit, et al.
Published: (2026)

Physics-informed time series analysis with Kolmogorov-Arnold Networks under Ehrenfest constraints
by: Sen, Abhijit, et al.
Published: (2025)

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

Feature Engineering is Not Dead: Reviving Classical Machine Learning with Entropy, HOG, and LBP Feature Fusion for Image Classification
by: Sen, Abhijit, et al.
Published: (2025)

rKAN: Rational Kolmogorov-Arnold Networks
by: Aghaei, Alireza Afzal
Published: (2024)

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)

MonoKAN: Certified Monotonic Kolmogorov-Arnold Network
by: Polo-Molina, Alejandro, et al.
Published: (2024)

seqKAN: Sequence processing with Kolmogorov-Arnold Networks
by: Boura, Tatiana, et al.
Published: (2025)

DP-KAN: Differentially Private Kolmogorov-Arnold Networks
by: Kalinin, Nikita P., et al.
Published: (2024)

FC-KAN: Function Combinations in Kolmogorov-Arnold Networks
by: Ta, Hoang-Thang, et al.
Published: (2024)

FI-KAN: Fractal Interpolation Kolmogorov-Arnold Networks
by: N'guessan, Gnankan Landry Regis
Published: (2026)

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

ABFR-KAN: Kolmogorov-Arnold Networks for Functional Brain Analysis
by: Ward, Tyler, et al.
Published: (2026)

asKAN: Active Subspace embedded Kolmogorov-Arnold Network
by: Zhou, Zhiteng, et al.
Published: (2025)

FiberKAN: Kolmogorov-Arnold Networks for Nonlinear Fiber Optics
by: Jiang, Xiaotian, et al.
Published: (2025)

KAN 2.0: Kolmogorov-Arnold Networks Meet Science
by: Liu, Ziming, et al.
Published: (2024)

HyperKAN: Hypergraph Representation Learning with Kolmogorov-Arnold Networks
by: Fang, Xiangfei, et al.
Published: (2025)

ViT-NeBLa: A Hybrid Vision Transformer and Neural Beer-Lambert Framework for Single-View 3D Reconstruction of Oral Anatomy from Panoramic Radiographs
by: Parida, Bikram Keshari, et al.
Published: (2025)

LTBs-KAN: Linear-Time B-splines Kolmogorov-Arnold Networks
by: Merin-Martinez, Eduardo Said, et al.
Published: (2026)

Kolmogorov-Arnold Networks (KAN) for Time Series Classification and Robust Analysis
by: Dong, Chang, et al.
Published: (2024)

KAN-SAs: Efficient Acceleration of Kolmogorov-Arnold Networks on Systolic Arrays
by: Errabii, Sohaib, et al.
Published: (2025)

Hardware Acceleration of Kolmogorov-Arnold Network (KAN) for Lightweight Edge Inference
by: Huang, Wei-Hsing, et al.
Published: (2024)

CEST-KAN: Kolmogorov-Arnold Networks for CEST MRI Data Analysis
by: Wang, Jiawen, et al.
Published: (2024)

MedKAN: An Advanced Kolmogorov-Arnold Network for Medical Image Classification
by: Yang, Zhuoqin, et al.
Published: (2025)

QuantKAN: A Unified Quantization Framework for Kolmogorov Arnold Networks
by: Fuad, Kazi Ahmed Asif, et al.
Published: (2025)

KAN/H: Kolmogorov-Arnold Network using Haar-like bases
by: Katayama, Susumu
Published: (2025)

Fed-KAN: Federated Learning with Kolmogorov-Arnold Networks for Traffic Prediction
by: Zeydan, Engin, et al.
Published: (2025)

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

SineKAN: Kolmogorov-Arnold Networks Using Sinusoidal Activation Functions
by: Reinhardt, Eric A. F., et al.
Published: (2024)

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

KAN-AD: Time Series Anomaly Detection with Kolmogorov-Arnold Networks
by: Zhou, Quan, et al.
Published: (2024)

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

KAN-ODEs: Kolmogorov-Arnold Network Ordinary Differential Equations for Learning Dynamical Systems and Hidden Physics
by: Koenig, Benjamin C., et al.
Published: (2024)

Lévy-Leblond Equation and Eisenhart-Duval lift in Koopman-von Neumann Mechanics
by: Parida, Bikram Keshari, et al.
Published: (2023)

KAN-Dreamer: Benchmarking Kolmogorov-Arnold Networks as Function Approximators in World Models
by: Shi, Chenwei, et al.
Published: (2025)

TabKAN: Advancing Tabular Data Analysis using Kolmogorov-Arnold Network
by: Eslamian, Ali, et al.
Published: (2025)