July 1, 2025
First Fractional Calculus and Machine Learning Miniworkshop
June 28th, 2025, Saturday
The miniworkshop was a big success. Attendants were specially invited by the host/convener Prof. YangQuan Chen:
- Prof. Dr. Necdet Sinan OZBEK <nozbek@atu.edu.tr>
- Dr. Jairo Viola (https://www.theedgeai.com/) [book]
- Dr. Derek Hollenbeck (https://smartsensing.us/about) [book]
- Mr Shiang Cao (via Zoom), Ph.D. candidate - presenter
- Mr. Osama Abel Aal, Ph.D. student - presenter
- Mohammad Partohaghighi <mpartohaghighi@ucmerced.edu>, Ph.D. student - absence - ppts shown by Dr. Chen.
Topics covered
- CT4ML https://mechatronics.ucmerced.edu/ct4ml
- FC4FL: https://mechatronics.ucmerced.edu/fc4fl
- CIML: https://mechatronics.ucmerced.edu/ciml
- Control theory for machine learning (CT4ML): from integer order to fractional order
- Fractional Calculus for Skeptics II - Quantifying Roughness (vol. 6 to appear FOTSTEM CRC Press Book Series in 2026. book project contract offered)
Publications most recently:
- IFAC ICFDA25 Roughness-Informed Machine Learning - A Call For Fractional Calculus (Mohammad Partohaghighi) due 7/15
- IFAC ICFDA25 15 Ways to Apply Fractional Calculus in Gradient Descent Optimization Methods (Osama Abel Aal) due 7/15
- IEEE ICOA25 Finite-Time Convergence of Continuous Time Accelerated Gradient Methods (Osama Abel Aal) [submitted]
- ... more
Photos:
Recorded talks in Youtube.
Created and last updated by Prof. YangQuan Chen 7/1/2025.
