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Alexander Scheinker
Adaptive Machine Learning Team Leader, AOT-AE
Email
(505) 695-8872
Expertise
Develop adaptive feedback control and machine learning for time-varying systems.
Google Scholar
Education
Positions
Professional Societies
Publications
Lab Capabilities
Education
Ph.D., Dynamics Systems and Control Theory
University of California San Diego
2012
M.S., Mathematics
University of California San Diego
2008
B.S., Mathematics
Washington University
2006
B.S., Physics
Washington University
2006
Positions
2021 - Present | AOT-AE R&D Engineer
2011 - 2012 | AOT-RFE R&D Engineer
Professional Societies
American Physical Society
American Association for the Advancement of Science
Institute of Electrical and Electronics Engineers
Publications
Scheinker, Alexander, et al. "An adaptive approach to machine learning for compact particle accelerators." Scientific Reports 11.1 (2021): 1-11.
Scheinker, Alexander. "Adaptive machine learning for time-varying systems: low dimensional latent space tuning." Journal of Instrumentation 16.10 (2021): P10008.
Pokharel, Reeju, Anup Pandey, and Alexander Scheinker. "Physics-Informed Data-Driven Surrogate Modeling for Full-Field 3D Microstructure and Micromechanical Field Evolution of Polycrystalline Materials." JOM (2021): 1-12.
Scheinker, Alexander, and David Scheinker. "Extremum seeking for optimal control problems with unknown time‐varying systems and unknown objective functions." International Journal of Adaptive Control and Signal Processing 35.7 (2021): 1143-1161.
Scheinker, Alexander, and Reeju Pokharel. "Adaptive 3D convolutional neural network-based reconstruction method for 3D coherent diffraction imaging." Journal of Applied Physics 128.18 (2020): 184901.
Scheinker, Alexander, et al. "Online multi-objective particle accelerator optimization of the AWAKE electron beam line for simultaneous emittance and orbit control." AIP Advances 10.5 (2020): 055320.
Scheinker, Alexander, et al. "Model-independent tuning for maximizing free electron laser pulse energy." Physical Review Accelerators and Beams 22.8 (2019): 082802.
Malyzhenkov, Alexander, and Alexander Scheinker. "Phase space exchange-based bunch compression with reduced CSR effects." arXiv preprint arXiv:1809.05579 (2018).
Primary Lab Capabilities
Accelerators and Electrodynamics
Additional Lab Capabilities
accelerator operations
accelerator controls
advanced electromagnetics
Applied Math
machine learning
mathematics
Free-electron laser
High-power radio frequency systems
High power linear accelerator science and technology
Complex system evolutions
x-rays
LANSCE
field programmable gate array