Seminar Title: Uncertainty Quantification under Budget Constraints: Multi-Fidelity Monte Carlo for Ice Sheet Simulations Speaker: Nicole Aretz, Postdoctoral fellow, The Willcox Research Group at the Oden Institute for Computational Engineering and Sciences, The University of Texas at Austin Date/Time: March … Continue reading
Seminar Title: Trustworthy Machine Learning Speaker: Dr. Kush R. Varshney, IBM Fellow, The Thomas J. Watson Research Center, Yorktown Heights, NY, Heads the Trustworthy Machine Intelligence and Human-Centered AI teams Date/Time: April 3, 2024/ 10:30 AM-1:30 AM Location: See Meeting URL … Continue reading
Seminar Title: Quantum computing collaboration between JPMorgan Chase and Argonne National Laboratory Speaker: Ruslan Shaydulin, Quantum Algorithms Researcher, Global Technology Applied Research Center at JPMorgan Chase Date/Time: April 12, 2024/ 2:00 PM-3:00 PM Location: See Meeting URL on the cels-seminars website … Continue reading
Seminar Title: PDE-Constrained Design Optimization of Electric Machines Under Uncertainty using Isogeometric Analysis Speaker: Theodor Komann, Ph.D. student in Mathematics, Technical University of Darmstadt, Currently his second year in Stefan Ulbrich’s nonlinear optimization group Date/Time: April 18, 2024/ 10:30 AM-11:30 … Continue reading
Seminar Title: Saddle Point Preconditioners for Weak Constraint Four-Dimensional Variational Data Assimilation Speaker: Jemima Tabeart, Assistant Professor, Computational Science Group, TU Eindhoven Date/Time: May 1, 2024/ 10:30 AM-11:30 AM Location: See Meeting URL on the cels-seminars website which will require an … Continue reading
Seminar Title:Error‐controlled feature selection for ultrahigh‐dimensional and highly correlated feature spaces using deep learning – An application in neuroimaging studies Speaker:Arka Ganguli, Postdoctoral Researcher, Argonne National Laboratory, Specializing in Statistical Machine Learning Date/Time: May 8, 2024/ 10:30 AM-11:30 AM Location: See … Continue reading
Seminar Title: Scientific Machine Learning for Computational Design and Management of Engineering Systems Speaker: Dr. Hadi Meidani, Associate Professor, Department of Civil and Environmental Engineering, University of Illinois at Urbana-Champaign Date/Time: May 22, 2024/ 10:30 AM-11:30 AM Location: See Meeting URL … Continue reading
Seminar Title: Bridging scales in dislocation plasticity: The role of statistical modeling and lower-scale data Speaker: Anter El-Azab, Professor of Materials Science and Engineering, Purdue University Date/Time: May 29, 2024/ 10:30 AM-11:30 AM Location: See Meeting URL on the cels-seminars website … Continue reading
Seminar Title: Towards Self-Supervised Learning @ the Edge Speaker: Dario Dematties, Computer Vision/Deep Learning Postdoctoral Researcher, Northwestern‑Argonne Institute of Science and Engineering (NAISE) with expertise in developing self-supervised learning models and deploying them efficiently on edge devices and high-performance computing … Continue reading
Solving Inverse Problems at the Advanced Photon Source by Machine Learning and Optimization Speaker: Sven Leyffer, Deputy Division Director / Senior Computational Mathematician, Mathematics and Computer Science Division, Argonne National Laboratory Date: July 3, 2024 Coffee and Social: 10:30 AM – 11:00 … Continue reading
