Egemen Kolemen

Source: Scopus
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4 Active

Machine Learning for Real-time Fusion Plasma Behavior Prediction and Manipulation
Kolemen, E.
DOE - Washington
9/1/20 → 8/31/23
Project: Research project
Physics Basis, Optimization, and Control for Integrated 3D Edge Long-pulse Tokamak Scenarios
Kolemen, E.
DOE - Washington
9/1/19 → 8/31/22
Project: Research project
Physics-Based Real-time Analysis and Control to Achieve Transient-Free Operations for the ITER Era
Kolemen, E.
DOE - Washington
7/15/16 → 7/14/21
Project: Research project
Real-time Electron Temperature and Density Profile Measurements for NSTX-U
Kolemen, E.
DOE - Washington
5/15/16 → 8/31/21
Project: Research project

1388 Citations
20 h-Index
95 Article
23 Conference contribution
5 Conference article
3 Review article

CAKE: Consistent Automatic Kinetic Equilibrium reconstruction
Xing, Z. A., Eldon, D., Nelson, A. O., Roelofs, M. A., Eggert, W. J., Izacard, O., Glasser, A. S., Logan, N. C., Meneghini, O., Smith, S. P., Nazikian, R. & Kolemen, E., Feb 2021, In: Fusion Engineering and Design. 163, 112163.
Research output: Contribution to journal › Article › peer-review
1 Scopus citations
Data-driven profile prediction for DIII-D
Abbate, J., Conlin, R. & Kolemen, E., Apr 2021, In: Nuclear Fusion. 61, 4, 046027.
Research output: Contribution to journal › Article › peer-review
Interpretative SOL modeling throughout multiple ELM cycles in DIII-D
Nelson, A. O., Xing, Z. A., Izacard, O., Laggner, F. M. & Kolemen, E., Mar 2021, In: Nuclear Materials and Energy. 26, 100883.
Research output: Contribution to journal › Article › peer-review

Open Access
Keras2c: A library for converting Keras neural networks to real-time compatible C
Conlin, R., Erickson, K., Abbate, J. & Kolemen, E., Apr 2021, In: Engineering Applications of Artificial Intelligence. 100, 104182.
Research output: Contribution to journal › Article › peer-review
Spatially and temporally resolved fs/ps cars measurements of rotation-vibration non-equilibrium in a ch4/n2 nanosecond-pulsed discharge
Chen, T. Y., Goldberg, B. M., Kliewer, C. J., Kolemen, E. & Ju, Y., 2021, AIAA Scitech 2021 Forum. American Institute of Aeronautics and Astronautics Inc, AIAA, p. 1-9 9 p. (AIAA Scitech 2021 Forum).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution