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Dive into the research topics where Egemen Kolemen is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Unleash the Machine Learning control theoretical development on DIII-D
Kolemen, E. (PI)
9/1/23 → 8/31/26
Project: Research project
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Liquid Metal Plasma Facing Component Development Program
Kolemen, E. (PI)
8/1/23 → 7/31/26
Project: Research project
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Physics Basis, Optimization, and Control for Integrated 3D Edge Long-pulse Tokamak Scenarios
Kolemen, E. (PI)
9/1/19 → 8/31/25
Project: Research project
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Real-time Electron Temperature and Density Profile Measurements for NSTX-U
Kolemen, E. (PI)
5/15/16 → 8/31/25
Project: Research project
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Flexible Equilibrium and Bifurcation Calculations to Enhance Stellarators Physics Understanding
Kolemen, E. (PI)
8/1/21 → 7/31/24
Project: Research project
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Automated experimental design of safe rampdowns via probabilistic machine learning
Mehta, V., Barr, J., Abbate, J., Boyer, M. D., Char, I., Neiswanger, W., Kolemen, E. & Schneider, J., Apr 2024, In: Nuclear Fusion. 64, 4, 046014.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
Avoiding fusion plasma tearing instability with deep reinforcement learning
Seo, J., Kim, S. K., Jalalvand, A., Conlin, R., Rothstein, A., Abbate, J., Erickson, K., Wai, J., Shousha, R. & Kolemen, E., Feb 22 2024, In: Nature. 626, 8000, p. 746-751 6 p.Research output: Contribution to journal › Article › peer-review
Open Access11 Scopus citations -
Highest fusion performance without harmful edge energy bursts in tokamak
Kim, S. K., Shousha, R., Yang, S. M., Hu, Q., Hahn, S. H., Jalalvand, A., Park, J. K., Logan, N. C., Nelson, A. O., Na, Y. S., Nazikian, R., Wilcox, R., Hong, R., Rhodes, T., Paz-Soldan, C., Jeon, Y. M., Kim, M. W., Ko, W. H., Lee, J. H. & Battey, A. & 4 others, , Dec 2024, In: Nature communications. 15, 1, 3990.Research output: Contribution to journal › Article › peer-review
Open Access3 Scopus citations -
Initial testing of Alfvén eigenmode feedback control with machine-learning observers on DIII-D
Rothstein, A., Jalalvand, A., Abbate, J., Erickson, K. & Kolemen, E., Sep 2024, In: Nuclear Fusion. 64, 9, 096020.Research output: Contribution to journal › Article › peer-review
Open Access -
Large-database cross-verification and validation of tokamak transport models using baselines for comparison
Abbate, J., Fable, E., Grierson, B., Pankin, A., Tardini, G. & Kolemen, E., Apr 1 2024, In: Physics of Plasmas. 31, 4, 042506.Research output: Contribution to journal › Article › peer-review
Open Access