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
Seminar Title: The State of the Art in Decision-Focused Learning: Integrating Prediction and Optimization for Optimal Decision-Making Speaker: Jayanta Mandi, Postdoctoral Researcher, DTAI Research Unit, Department of Computer Science, KU Leuven Date/Time: July 17, 2024/ 10:30 AM-11:30 AM Location: See Meeting … Continue reading
Seminar Title: Model-Constrained Optimal Experimental Design: Challenges and Efficient Approaches Speaker: Ahmed Attia, Assistant Computational Mathematician, Argonne National Laboratory Date/Time: July 31, 2024/ 10:30 AM-11:30 AM Location: See Meeting URL on the cels-seminars website which will require an Argonne login. Description: … Continue reading
Seminar Title: Decomposing Integer Optimal Control with Total Variation Regularization Speaker: Paul Manns, Assistant Professor, TU Dortmund University Date/Time: August 6, 2024/ 3:00 PM-4:00 PM Location: See Meeting URL on the cels-seminars website which will require an Argonne login. Description: We are … Continue reading
