Egemen Kolemen

Egemen Kolemen | Mechanical and Aerospace Engineering at Mechanical and Aerospace Engineering, Princeton University7 Followers

A lifelong learner contributing to the field of applied physics, Egemen Kolemen is an associate professor at Princeton University's Mechanical and Aerospace Engineering department. With a deep-seated passion for unraveling the complexities of dynamical systems, his research is at the forefront of applying control theory to experimental plasma physics. His work is pivotal in addressing the intricate challenges associated with fusion reactor design, aiming to advance the feasibility and efficiency of fusion as a sustainable energy source. Professor Kolemen's academic journey is marked by a commitment to innovation and interdisciplinary collaboration. His research not only bridges the gap between theoretical physics and practical engineering but also seeks to push the boundaries of what is possible in the realm of energy production. By integrating principles of applied physics with cutting-edge control techniques, he is dedicated to developing solutions that could revolutionize the future of energy. His contributions are recognized both within the academic community and by industry leaders, reflecting his role as a key figure in the pursuit of sustainable technological advancements.

Research Interests

Applied physics control theory dynamical systems experimental plasma physics fusion reactor design

Publications

1 - Comparison of machine learning systems trained to detect Alfvén eigenmodes using the CO2 interferometer on DIII-D,Nuclear Fusion

Alvin V. Garcia , Azarakhsh Jalalvand , Peter Steiner , Andy Rothstein , Michael Van Zeeland , William W. Heidbrink , Egemen Kolemen ,

, 126039, 2023-10-25

2 - Impact of CH4 addition on the electron properties and electric field dynamics in a Ar nanosecond-pulsed dielectric barrier discharge,Plasma Sources Science and Technology

Timothy Y Chen , Xingqian Mao , Hongtao Zhong , Ying Lin , Ning Liu , Benjamin M Goldberg , Yiguang Ju , Egemen Kolemen ,

, 125013, 2022-12-01

3 - Hamilton‐Jacobi Modelling of Relative Motion for Formation Flying,Annals of the New York Academy of Sciences

EGEMEN KOLEMEN , N JEREMY KASDIN , PINI GURFIL ,

, 93-111, 2005-12-01

4 - Avoiding fusion plasma tearing instability with deep reinforcement learning,Nature

Jaemin Seo , SangKyeun Kim , Azarakhsh Jalalvand , Rory Conlin , Andrew Rothstein , Joseph Abbate , Keith Erickson , Josiah Wai , Ricardo Shousha , Egemen Kolemen ,

, 746-751, 2024-02-21

5 - Machine learning-based real-time kinetic profile reconstruction in DIII-D,Nuclear Fusion

Ricardo Shousha , Jaemin Seo , Keith Erickson , Zichuan Xing , SangKyeun Kim , Joseph Abbate , Egemen Kolemen ,

, 026006, 2023-12-22

6 - Discovering hidden physics using ML-based multimodal super-resolution measurement and its application to fusion plasmas,

Azarakhsh Jalalvand , SangKyeun Kim , Jaemin Seo , Qiming Hu , Max Curie , Peter Steiner , Andrew Nelson , Egemen Kolemen ,

, 2024-11-06

7 - Magnetic fields with general omnigenity,Journal of Plasma Physics

Daniel W. Dudt , Alan G. Goodman , Rory Conlin , Dario Panici , Egemen Kolemen ,

, 2024-02-01

8 - Time and space resolved diagnostics for plasma thermal-chemical instability of fuel oxidation in nanosecond plasma discharges,Plasma Sources Science and Technology

Aric C Rousso , Benjamin M Goldberg , Timothy Y Chen , Shuqun Wu , Arthur Dogariu , Richard B Miles , Egemen Kolemen , Yiguang Ju ,

, 105012, 2020-10-01

9 - 1-D imaging of rotation-vibration non-equilibrium from pure rotational ultrafast coherent anti-Stokes Raman scattering,Optics Letters

Timothy Y. Chen , Benjamin M. Goldberg , Brian D. Patterson , Egemen Kolemen , Yiguang Ju , Christopher J. Kliewer ,

, 4252, 2020-07-28

10 - Avoiding tokamak tearing instability with artificial intelligence,

Egemen Kolemen , Jaemin Seo , Rory Conlin , Andrew Rothstein , SangKyeun Kim , Joseph Abbate , Keith Erickson , Josiah Wai , Ricardo Shousha , Azarakhsh Jalalvand ,

, 2023-07-20

11 - A robust solution for the resistive MHD toroidal Δ′ matrix in near real-time,Physics of Plasmas

Alexander S. Glasser , Egemen Kolemen ,

, 2018-08-01

12 - Simultaneous single-shot rotation–vibration non-equilibrium thermometry using pure rotational fs/ps CARS coherence beating,Optics Letters

Timothy Y. Chen , Ning Liu , Christopher J. Kliewer , Arthur Dogariu , Egemen Kolemen , Yiguang Ju ,

, 1351, 2022-03-04

13 - Initial testing of Alfvén eigenmode feedback control with machine-learning observers on DIII-D,Nuclear Fusion

Andrew Rothstein , Azarakhsh Jalalvand , Joseph Abbate , Keith Erickson , Egemen Kolemen ,

, 096020, 2024-07-31

14 - A Riccati solution for the ideal MHD plasma response with applications to real-time stability control,Physics of Plasmas

Alexander S. Glasser , Egemen Kolemen , A. H. Glasser ,

, 2018-03-01

15 - Alfvén eigenmode classification based on ECE diagnostics at DIII-D using deep recurrent neural networks,Nuclear Fusion

Azarakhsh Jalalvand , Alan A. Kaptanoglu , Alvin V. Garcia , Andrew O. Nelson , Joseph Abbate , Max E. Austin , Geert Verdoolaege , Steven L. Brunton , William W. Heidbrink , Egemen Kolemen ,

, 026007, 2021-12-17

16 - The DESC stellarator code suite. Part 2. Perturbation and continuation methods,Journal of Plasma Physics

Rory Conlin , Daniel W. Dudt , Dario Panici , Egemen Kolemen ,

, 2023-05-24

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