Alireza Afzal Aghaei

1. rKAN: Rational Kolmogorov-Arnold Networks
   2024/06/20 by Alireza Afzal Aghaei, Aghaei, Alireza Afzal · 5 citations
   Computer Science · #Cognitive Computing and Networks #Cognitive Science and Mapping #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Numerical Analysis (math.NA)
2. Accelerating Fractional PINNs using Operational Matrices of Derivative
   2024/01/25 by Tayebeh Taheri, Taheri, Tayebeh, Alireza Afzal Aghaei +3 · 1 citation
   Materials Science · Mathematics · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Mathematics #Fractional Differential Equations Solutions #Machine Learning (cs.LG) #Magnetic Properties and Applications #Model Reduction and Neural Networks #Numerical Analysis (math.NA)
3. KANtrol: A Physics-Informed Kolmogorov-Arnold Network Framework for Solving Multi-Dimensional and Fractional Optimal Control Problems
   2024/09/10 by Alireza Afzal Aghaei, Aghaei, Alireza Afzal · 1 citation
   Computer Science · Engineering · #Advanced Control Systems Optimization #Control Systems and Identification #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Neural Networks and Applications #Numerical Analysis (math.NA) #Optimization and Control (math.OC)
4. A Physics-Informed Machine Learning Approach for Solving Distributed Order Fractional Differential Equations
   2024/09/05 by Alireza Afzal Aghaei, Aghaei, Alireza Afzal · 1 citation
   Mathematics · Physics and Astronomy · #Fractional Differential Equations Solutions #Model Reduction and Neural Networks #Numerical methods for differential equations