Citing Articles For: Kolmogorov-Arnold Networks Meet Science

Modern machine learning in thin film device development

A. Dobrynin, Y. Khaydukov, and M. Gubbins

Chemical Physics Reviews 7 011316 (2026)

Hybrid modeling with attribution-guided symbolic enhancements of known physics: Applications to complex biological and engineering systems

Akshay Kudva, Hangjun Cho, Parth Shah, Dongheon Lee, and Joseph Sang-Il Kwon

Chemical Engineering Science 334 124269 (2026)

Deciphering interventional dynamical causality via Kolmogorov–Arnold networks

Liufei Yang, Siyang Leng, Jifan Shi, and Wei Lin

Chaos: An Interdisciplinary Journal of Nonlinear Science 36 093148 (2026)

Sparse semi-interpretable networks for discovering nonlinear dynamics with time-varying parameters and switching structures

Binghang Xiao, Jianzhe Huang, and Siyuan Xing

Chaos, Solitons & Fractals 212 119017 (2026)

TransOKAN: Transformer operator Kolmogorov-Arnold network and its application to UAV dynamics modeling

Ruslan I. Abdulkadirov, Pavel A. Lyakhov, and Nikolay N. Nagornov

Chaos, Solitons & Fractals 212 119040 (2026)

MambaKAN: An Interpretable Framework for Alzheimer’s Disease Diagnosis via Selective State Space Modeling of Dynamic Functional Connectivity

Libin Gao and Zhongyi Hu

Brain Sciences 16 421 (2026)

Biomimetic Dual-Strategy Adaptive Differential Evolution for Joint Kinematic-Residual Calibration with a Neuro-Physical Hybrid Jacobian

Xibin Ma, Yugang Zhao, and Zhibin Li

Biomimetics 11 217 (2026)

Aerodynamic Optimization of Relay Nozzle Using a Chebyshev KAN Surrogate Model Integration and an Improved Multi-Objective Red-Billed Blue Magpie Optimizer

Min Shen, Ziqing Zhang, Guanxing Qin, Dahongnian Zhou, Lizhen Du, and Lianqing Yu

Biomimetics 11 282 (2026)

DFU-MambaKAN: A Lightweight Hybrid Mamba-KAN Architecture for Diabetic Foot Ulcer Screening and Severity Grading

Md Nafis Azad Nobel, Sazid Rahman Kazi, Tajul Islam Rafi, Mainuddin Adel Rafi, Umer Aqeel, Md Ranu Hossen, Md Al Ridwan, and Roise Uddin

BioMedInformatics 6 57 (2026)

CASA-Net: a context-aware and self-attention network for medical image segmentation

Xiaoling Xie, Xianghu Wu, Lei Pan, Wei Hua, and Xin Shu

Biomedical Signal Processing and Control 113 109097 (2026)

MedVKAN: Efficient feature extraction with Mamba and KAN for medical image segmentation

Hancan Zhu, Jinhao Chen, and Guanghua He

Biomedical Signal Processing and Control 112 108821 (2026)

B-spline Kolmogorov–Arnold networks for interpretable semi-supervised ECG classification

M R Baidillah, M Rahmawati, S Oktamuliani, R Febryarto, P Busono, I M Astawa, S Karim, R Riyanto, and C Achmad

Biomed. Phys. Eng. Express 12 055056 (2026)

Hybrid Parallel Twin-Tower Model Advances Arrhythmia Detection in ECG Signals: Integrating Convolutional Neural Networks and Kolmogorov–Arnold Networks

Hongzhen Cui, Shenhui Ning, Jiahao Zou, and Weiyan Jian

Bioengineering 13 1271 (2026)

A Comparative Analysis of KAN Variants Based on Different Basis Function Families with MLP

Zeynep Haber

Bilişim Teknolojileri Dergisi 19 557 (2026)

Tropical cyclone intensity prediction based on Kolmogorov–Arnold networks with predictor pruning optimization

Keyun Li, Wei Zhong, Yao Yao, Fangzhao Li, Yuan Sun, and Hongrang He

Atmospheric and Oceanic Science Letters 19 100694 (2026)

Quantifying predictor contributions to tropical cyclone intensity forecasting using Kolmogorov–Arnold Networks

Yao Yao, Keyun Li, Qian Wang, Yang Wang, Fangzhao Li, Yuan Sun, and Wei Zhong

Atmospheric and Oceanic Science Letters 100898 (2026)

A Novel Hybrid Neural Network with Optimized Feature Selection for Spindle Thermal Error Prediction

Lifeng Yin, Chenglong Li, Yaohan Peng, Hao Tang, Ningruo Wang, and Huayue Chen

ASI 9 40 (2026)

The Evolution of Kolmogorov-Arnold Networks: A Bibliometric Study of Theoretical Foundations and Engineering Applications

Mohd Herwan Sulaiman and Zuriani Mustaffa

Arch Computat Methods Eng 33 11917 (2026)

Physics-guided LSTM-KAN modelling for shield tunnelling parameter prediction and optimization

Yangyang Chen, Wen Liu, Zhihua Wang, Elton J. Chen, Demi Ai, Hongping Zhu, and Yanliang Du

Applied Soft Computing 201 115588 (2026)

Inverse Design of Chessboard Metasurface for Broadband Monostatic RCS Reduction Based on CNN-KAN with Attention Mechanism

Shuang Zeng, Shi Pu, Haoda Xia, Quanshi Qin, and Ning Xu

Applied Sciences 16 1320 (2026)

Hybrid Attribution-Based Interpretable Deep Reinforcement Learning for Autonomous Driving Behavior Decision-Making

Yaxuan Liu, Jiakun Huang, Mingjun Li, Qing Ye, and Xiaolin Song

Applied Sciences 16 3096 (2026)

A Delta-Targeted Hybrid Deep Learning Architecture for Short-Term Scrap Steel Price Forecasting: A Comparative Study

Nihan Sena Cifci, Melike Karatay, Yasemin Demirel, Yesim Aygul, and Onur Ugurlu

Applied Sciences 16 4981 (2026)

WMN: A Multi-Scale Nested Mixture-of-Experts-Based Method for High-Resolution Remote-Sensing Solid Waste Site Extraction and Monitoring

Kaiqi Wang, Jianhua Liu, Chen Li, and Bing Yu

Applied Sciences 16 6259 (2026)

Multi-Model Forecasting of Shoreline Air Temperature using Machine Learning and Deep Learning: The CidAlmeida Station, Portugal

Tahir Mahmood, Ashish Khatri, Adeel Rafiq, Umar Manzoor, and Zeeshan Pervez

Applied Artificial Intelligence 40 2729374 (2026)

A Critical Evaluation of Kolmogorov–Arnold Networks for Shear-Wave Slowness Prediction from Well Logs

Zhuoqing Li and Longqiang Han

Appl. Sci. 16 10250 (2026)

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Articles Citing

Kolmogorov-Arnold Networks Meet Science

Modern machine learning in thin film device development

Hybrid modeling with attribution-guided symbolic enhancements of known physics: Applications to complex biological and engineering systems

Deciphering interventional dynamical causality via Kolmogorov–Arnold networks

Sparse semi-interpretable networks for discovering nonlinear dynamics with time-varying parameters and switching structures

TransOKAN: Transformer operator Kolmogorov-Arnold network and its application to UAV dynamics modeling

MambaKAN: An Interpretable Framework for Alzheimer’s Disease Diagnosis via Selective State Space Modeling of Dynamic Functional Connectivity

Biomimetic Dual-Strategy Adaptive Differential Evolution for Joint Kinematic-Residual Calibration with a Neuro-Physical Hybrid Jacobian

Aerodynamic Optimization of Relay Nozzle Using a Chebyshev KAN Surrogate Model Integration and an Improved Multi-Objective Red-Billed Blue Magpie Optimizer

DFU-MambaKAN: A Lightweight Hybrid Mamba-KAN Architecture for Diabetic Foot Ulcer Screening and Severity Grading

CASA-Net: a context-aware and self-attention network for medical image segmentation

MedVKAN: Efficient feature extraction with Mamba and KAN for medical image segmentation

B-spline Kolmogorov–Arnold networks for interpretable semi-supervised ECG classification

Hybrid Parallel Twin-Tower Model Advances Arrhythmia Detection in ECG Signals: Integrating Convolutional Neural Networks and Kolmogorov–Arnold Networks

A Comparative Analysis of KAN Variants Based on Different Basis Function Families with MLP

Tropical cyclone intensity prediction based on Kolmogorov–Arnold networks with predictor pruning optimization

Quantifying predictor contributions to tropical cyclone intensity forecasting using Kolmogorov–Arnold Networks

A Novel Hybrid Neural Network with Optimized Feature Selection for Spindle Thermal Error Prediction

The Evolution of Kolmogorov-Arnold Networks: A Bibliometric Study of Theoretical Foundations and Engineering Applications

Physics-guided LSTM-KAN modelling for shield tunnelling parameter prediction and optimization

Inverse Design of Chessboard Metasurface for Broadband Monostatic RCS Reduction Based on CNN-KAN with Attention Mechanism

Hybrid Attribution-Based Interpretable Deep Reinforcement Learning for Autonomous Driving Behavior Decision-Making

A Delta-Targeted Hybrid Deep Learning Architecture for Short-Term Scrap Steel Price Forecasting: A Comparative Study

WMN: A Multi-Scale Nested Mixture-of-Experts-Based Method for High-Resolution Remote-Sensing Solid Waste Site Extraction and Monitoring

Multi-Model Forecasting of Shoreline Air Temperature using Machine Learning and Deep Learning: The CidAlmeida Station, Portugal

A Critical Evaluation of Kolmogorov–Arnold Networks for Shear-Wave Slowness Prediction from Well Logs

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