Kaptanoglu, Alan A.

1. Benchmarking sparse system identification with low-dimensional chaos
   2023/02/04 by Alan A. Kaptanoglu, Kaptanoglu, Alan A., Lanyue Zhang +7 · 6 citations
   Computer Science · Physics and Astronomy · #Anomaly Detection Techniques and Applications #Data Analysis #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Applications #Statistics and Probability (physics.data-an) #Systems and Control (eess.SY) #electronic engineering #information engineering
2. Nonlinear parametric models of viscoelastic fluid flows
   2023/08/08 by Cássio M. Oishi, Alan A. Kaptanoglu, Oishi, Cassio M. +5 · 3 citations
   Chemical Engineering · Engineering · Physics and Astronomy · #Computational Physics (physics.comp-ph) #FOS: Mathematics #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Fluid Dynamics and Turbulent Flows #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Rheology and Fluid Dynamics Studies
3. Grad-Shafranov equilibria via data-free physics informed neural networks
   2023/11/22 by Byoungchan Jang, Alan A. Kaptanoglu, Jang, Byoungchan +9 · 2 citations
   Engineering · Physics and Astronomy · #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Magnetic confinement fusion research #Model Reduction and Neural Networks #Nuclear reactor physics and engineering #Plasma Physics (physics.plasm-ph)
4. Topology optimization for inverse magnetostatics as sparse regression: application to electromagnetic coils for stellarators
   2023/06/21 by Alan A. Kaptanoglu, Kaptanoglu, Alan A., Gabriel P. Langlois +3 · 2 citations
   Engineering · #Computational Physics (physics.comp-ph) #FOS: Physical sciences #Piezoelectric Actuators and Control #Plasma Physics (physics.plasm-ph) #Topology Optimization in Engineering
5. Global Stellarator Coil Optimization with Quadratic Constraints and Objectives
   2024/08/15 by Lanke Fu, Fu, Lanke, Elizabeth J. Paul +5 · 3 citations
   Engineering · Physics and Astronomy · #Astronomical Observations and Instrumentation #Astronomy and Astrophysical Research #FOS: Physical sciences #Plasma Physics (physics.plasm-ph) #Spacecraft and Cryogenic Technologies
6. Reactor-scale stellarators with force and torque minimized dipole coils
   2024/12/18 by Alan A. Kaptanoglu, Alexander Vyacheslav Wiedman, Kaptanoglu, Alan A. +9 · 2 citations
   Physics and Astronomy · Engineering · #Magnetic confinement fusion research #Superconducting Materials and Applications #Nuclear Physics and Applications