Alan A. Kaptanoglu - Concepedia

Author

Alan A. Kaptanoglu

Also Known As

A. A. Kaptanoglu, A. Kaptanoglu, A.A. Kaptanoglu, Alan A. Kaptanoglu, Alan Kaptanoglu, D. Kaplan, Kaptanoglu, A. A., Kaptanoglu, Alan, Kaptanoglu, Alan A.

Publications

685

Citations

H-Index

Concepts

All Affiliations

University of Washington University of Maryland, College Park Columbia University Princeton Plasma Physics Laboratory Princeton University

About

Alan A. Kaptanoglu is an author at University of Washington specializing in engineering, data science, and plasma physics.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	5	5	312
2	Data Science	5	5	312
3	Computer Science	3	3	210
4	Public Health	2	2	188
5	Natural Sciences	1	1	90

Alan A. Kaptanoglu

Publications

613

Citations

H-Index

Page 1

	Year	Citations
PySINDy: A comprehensive Python package for robust sparse system identification Alan A. Kaptanoglu, Brian M. de Silva, Urban Fasel, The Journal of Open Source Software EngineeringMachine LearningComputational MechanicsComprehensive Python PackageNonlinear System Identification	2022	168
Promoting global stability in data-driven models of quadratic nonlinear\n dynamics Alan A. Kaptanoglu, Jared Callaham, Steven L. Brunton arXiv (Cornell University)	2021	93
Physics-constrained, low-dimensional models for magnetohydrodynamics: First-principles and data-driven approaches Alan A. Kaptanoglu, Kyle Morgan, C. Hansen, Physical review. E Numerical AnalysisReduced Order ModelingEngineeringPlasma PhysicsComputational Mechanics	2021	90
Characterizing magnetized plasmas with dynamic mode decomposition Alan A. Kaptanoglu, Kyle Morgan, C. Hansen, Physics of Plasmas	2020	65
DIII-D research advancing the physics basis for optimizing the tokamak approach to fusion energy M.E. Fenstermacher, Joseph Abbate, Shota Abe, Nuclear Fusion	2021	34
Benchmarking sparse system identification with low-dimensional chaos Alan A. Kaptanoglu, Lanyue Zhang, Zachary G. Nicolaou, Nonlinear Dynamics Nonlinear System IdentificationHigh-dimensional ChaosSparse System IdentificationInverse ProblemsSystem Identification	2023	34
Alfvén eigenmode classification based on ECE diagnostics at DIII-D using deep recurrent neural networks Azarakhsh Jalalvand, Alan A. Kaptanoglu, A. Garcia, Nuclear Fusion EngineeringMachine LearningData ScienceEce DiagnosticsOperational Parameter Space	2021	22
Time-dependent SOLPS-ITER simulations of the tokamak plasma boundary for model predictive control using SINDy <sup>*</sup> J. Lore, S. De Pascuale, Paul Laiu, Nuclear Fusion	2023	21
Sparse regression for plasma physics Alan A. Kaptanoglu, C. Hansen, J. Lore, Physics of Plasmas Numerical AnalysisEngineeringMachine LearningPlasma PhysicsAtomic Decomposition	2023	20
Permanent-Magnet Optimization for Stellarators as Sparse Regression Alan A. Kaptanoglu, Tony Qian, Florian Wechsung, Physical Review Applied	2022	18

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