Scholar
Alexander Scheinker
Google Scholar ID: rKlEo6EAAAAJ
Los Alamos National Laboratory
Adaptive Generative Deep Learning
Time Varying Nonlinear Control Theory
Physics Constrained ML
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Citations & Impact
All-time
Citations
2,011
H-index
24
i10-index
46
Publications
20
Co-authors
4
list available
Publications
12 items
Gradient-Free Sampling from Generative Models via Stochastic Bounded Extremum Seeking
2026
Cited
0
Sim+Real: Joint Simulation - Experiment Training Improves Balanced Prediction in Physical Systems
2026
Cited
0
Round-Trip Consistency: Bidirectional Diffusion Models Can Predict Their Own Rollout Errors
2026
Cited
0
Bidirectional Autoregressive Latent Diffusion for Forward and Inverse Magnetohydrodynamics
2026
Cited
0
Mahalanobis-Guided Latent OOD Detection for Hybrid ES-DRL Control in Time-Varying Systems
2026
Cited
0
PhaseFlow4D: Physically Constrained 4D Beam Reconstruction via Feedback-Guided Latent Diffusion
2026
Cited
0
Deep Reinforcement Learning for Robotic Manipulation under Distribution Shift with Bounded Extremum Seeking
2026
Cited
0
Out-of-distribution transfer of PDE foundation models to material dynamics under extreme loading
2026
Cited
0
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Co-authors
1 total
Miroslav Krstic
Distinguished Professor and Alspach Endowed Chair, UC San Diego
