Recent Presentations

2025:

• Y. Marzouk, “Mean-shift interacting particle systems for optimal quantization and beyond,” Isaac Newton Institute, workshop on "Accelerating statistical inference and experimental design with machine learning,” June 2025, Cambridge, UK. Invited plenary. 

• Y. Marzouk, “Probabilistic approaches to inverse problems: challenges and opportunities.” DOE ASCR Inverse Methods workshop. June 2025, Rockville, MD. Invited plenary. 

• Wajih Boukaram , Yang Liu,  Pieter Ghysels, Xiaoye Sherry Li, “Adaptive sketching based construction of H2 matrices on GPUs”, IPDPS / PDSEC workshop paper (Best Paper Award).  The 26th IEEE International Workshop on Parallel and Distributed Scientific and Engineering Computing (PDSEC 2025),  June 3, 2025, Milan, Italy.

• D.R. Reynolds, “Flexible Time Integration Methods for Multiphysics PDE Systems”, Vietnam Institute for Advanced Studies in Mathematics, Invited talk to Workshop on Advanced Numerical Methods for Deterministic and Stochastic Differential Equations, Hanoi, Vietnam, June 13, 2025. 

• R. Archibald, "Federated AI/ML for Experimental Light Source and Neutron Data, AUREIS mini-workshop for Intelligent Sensing," SLAC, Palo Alto, CA, June 27, 2025.

• Cosmin Safta, “Stochastic Neural Models for Material Models with Uncertainty”, presented at UNCECOMP 2025, Rhodes, Greece, June 15-18 2025. 

• Jacob S. Merson, Fuad Hasan, Aditya Y. Joshi, Cameron W. Smith, Mark S. Shephard, Paul K. Romano, Patrick C. Shriwise, George J. Wilkie, and R. Michael Churchill. GPU Acceleration of Unstructured Mesh Based Tallies (and Transport) in OpenMC. OpenMC Application to Tokamak, Neutronics Analysis Meeting (Argonne National Laboratory), May 28, 2025. 

• Y. Marzouk, "Sampling and generative modeling using dynamical representations of transport.” Northwestern University IEMS seminar. May 2025. Evanston, IL. 

• A. Nonaka, P. Kumar, J. LePelch, Y. Tang, J. Munoz, C. Fernandez, C. Diaz, D. Gardner, Z. Yao, "MagneX: A High-Performance, GPU-Enabled, Data-Driven Micromagnetics Solver for Spintronic Systems, " oral presentation at the APS Global Physics Summit, Anaheim, CA, March 18, 2025.