Amirhossein Taghvaei
Scholar

Amirhossein Taghvaei

Google Scholar ID: l96zhjwAAAAJ
Assistant Professor, University of Washington, Seattle
Nonlinear filteringControl theoryMachine learningOptimization
Citations & Impact
All-time
Citations
1,246
 
H-index
18
 
i10-index
30
 
Publications
20
 
Co-authors
0
 
Resume (English only)
Academic Achievements
  • - Publications: 'A Time-Reversal Control Synthesis for Steering the State of Stochastic Systems', 'Fast filtering of non-Gaussian models using Amortized Optimal Transport Maps', 'Error Analysis of Sampling Algorithms for Approximating Stochastic Optimal Control', etc.
  • - Awards: Mohammad Al-Jarrah won the outstanding paper award for his work on 'Data-Driven Approximation of Stationary Nonlinear Filters with Optimal Transport Maps' at the IEEE Conference on Decision and Control, Milan, Italy
  • - Project Support: Multiple research projects supported by NSF
Research Experience
  • - Assistant Professor, William E. Boeing Department of Aeronautics and Astronautics, University of Washington, Seattle
  • - Postdoctoral Scholar, University of California Irvine, Prof. Tryphon Georgiou's research lab
  • - Research Projects: Variational Optimal Transport Methods for Nonlinear Filtering, Fundamentals of Power Generation from Thermal Anisotropy - A Stochastic Control Framework, etc.
Education
  • - Ph.D. in Mechanical Science and Engineering, University of Illinois at Urbana-Champaign, supervised by Prof. Prashant Mehta
  • - Postdoctoral Scholar, University of California Irvine, Prof. Tryphon Georgiou's research lab
Background
  • - Research Interests: Nonlinear filtering, optimal transport methods, stochastic control framework
  • - Professional Field: Aeronautics and Astronautics, Mechanical Science and Engineering
  • - Brief Introduction: Currently an Assistant Professor at the William E. Boeing Department of Aeronautics and Astronautics, University of Washington, Seattle, focusing on variational optimal transport methods, fundamentals of power generation from thermal anisotropy, etc.
Miscellany
  • - Personal interests and hobbies not mentioned
Co-authors
0 total
Co-authors: 0 (list not available)