Speaker: Srinivas Eswar, Argonne National Laboratory Title: Randomized Approaches for Optimal Experimental Design Abstract: This work describes connections between optimal experiment design (OED) for...
Speaker: Onyekachi (Osisiogu) Emenike Title: Generalized Tractability for Approximation Problems Defined on Hilbert Spaces Abstract: The information complexity of a problem is the number of function...
Speaker: John R. Tramm, Argonne National Laboratory Title: Monte Carlo at Exascale: Adapting Stochastic Particle Transport Methods to Advanced Computer Architectures Abstract: In this talk, I will...
Speaker: Aleksei Sorokin, Ph.D. candidate, Illinois Institute of Technology Title: Fast Gaussian Process Regression with Derivative Information Abstract: Gaussian process regression, or kriging, is a...
Speaker: Nathan Kutz, Yasuko Endo and Robert Bolles Professor of Applied Mathematics and Electrical and Computer Engineering, University of Washington Title: The future of governing equations Abstract...
Speaker: Whitney Huang, Assistant Professor, School of Mathematics and Statistics, Clemson University Title: Modeling High Frequency Oscillating Biomedical Signals Using Synchrosqueezing Transform and...
Speaker: Yubin Lu, postdoctoral researcher, Department of Applied Mathematics, Illinois Institute of Technology Title: An Introduction to Normalizing Flow and Its Applications Abstract: We will...
Speaker: Onyekachi Osisiogu, Postdoctoral Researcher, Department of Applied Mathematics, Illinois Tech Title: Construction Methods for Rank-1 Lattice Rules Abstract: Lattice rules are quasi-Monte...
Speaker: Ming Zhong, assistant professor, Department of Applied Math, Illinois Institute of Technology Title: How Scientific Machine Learning Can Be Used for Knowledge Discovery? Abstract: Identifying...
Speaker: Simon Mak, Assistant Professor, Department of Statistical Science at Duke University Title: Population Quasi-Monte Carlo Abstract: Monte Carlo methods are widely used for approximating...
