Seminar Title: Bayesian Optimization over Combinatorial Structures Speaker: Aryan Deshwal, Research Assistant, Washington State University Date/Time: August 24, 2022 / 10:30 am - 11:30 am Location: See meeting URL on the cels-seminars website (requires Argonne login) Host: Prasanna Balaprakash Description: Scientists … Continue reading →

Seminar Title: Optimization Based Deep Neural Networks Speaker: Harbir Antil, Professor, Department of Mathematical Sciences, George Mason University Date/Time: August 31, 2022 / 10:30 AM - 11:30 AM Location: See meeting URL on the cels-seminars website (requires Argonne login) Host: Prasanna … Continue reading →

Seminar Title: First Order Methods for Linear Programming: Theory, Computation, and Applications Speaker: Haihao (Sean) Lu, Assistant Professor, The University of Chicago Date/Time: September 7, 2022 / 10:30 AM - 11:30 AM Location: See meeting URL on the cels-seminars website (requires … Continue reading →

Seminar Title: On the Various Applications of Physics-Based and Data-Driven Models for Complex Fluid Dynamical Problems in Engineering Speaker: Katherine Asztalos, Postdoctoral Appointee, ANL/ES Date/Time: September 14, 2022 / 10:30 AM - 11:30 AM Location: See meeting URL on the … Continue reading →

Seminar Title: Modulus: Making Scientific Deep Learning Accessible and Scalable Speaker: Nicholas Geneva, Mechanical Engineering PhD Student, University of Notre Dame Date/Time: September 21, 2022 / 10:30 AM - 11:30 AM Location: See meeting URL on the cels-seminars website (requires Argonne … Continue reading →

Seminar Title: Privacy Algorithms: Current Developments and Future Directions Speaker: Olivera Kotevska, Research Scientist, ORNL Date/Time: October 5, 2022 / 10:30 AM - 11:30 AM Location: See meeting URL on the cels-seminars website (requires Argonne login) Host: Prasanna Balaprakash Description: Today … Continue reading →

Seminar Title: Likelihood-Weighted Active Learning with Application to Bayesian Optimization, Uncertainty Quantification, and Decision Making in High Dimensions Speaker: Themis Sapsis, Professor of Mechanical and Ocean Engineering, MIT Date/Time: October 12, 2022 / 10:30 AM - 11:30 AM Location: See … Continue reading →

Seminar Title: Practical Primal-Dual Hybrid Gradient for Large-Scale Linear Programming using Restarts and Other Enhancements Speaker: Oliver Hinder, Assistant Professor, Swanson School of Engineering, University of Pittsburgh Date/Time: October 19, 2022 / 10:30 AM - 11:30 AM Location: See meeting … Continue reading →

Seminar Title: Asynchronous Distributed Bayesian Optimization at HPC Scale Speaker: Romain Egele, Consultant, ANL/MCS Date/Time: October 27, 2022 / 10:30 AM - 11:30 AM Location: See meeting URL on the cels-seminars website (requires Argonne login) Host: Prasanna Balaprakash Description: Bayesian optimization … Continue reading →