Postdoctoral Researcher, Computational Research Division
Affiliation and Research Interests
I am a postdoctoral researcher in the Center for Computational Sciences and Engineering (CCSE) in the Computational Research Division of the Computing Sciences Directorate at the Lawrence Berkeley National Laboratory. My research focuses on the development of efficient numerical algorithms for solving optimization problems with computationally expensive simulation constraints that are subject to uncertainty in the parameters.
T. Takhtaganov, "Adaptive construction of Gaussian process surrogates for Bayesian solution of inverse problems", in Research Challenges and Opportunities at the interface of Machine Learning and Uncertainty Quantification workshop, USC, Los Angeles, California, June 4-6, 2018. [slides] abstract▼