Recent Presentations

2026:

• C. S. Woodward, “Adaptive Time Integration Methods, Software, and Applications,” an invited plenary presentation to the East Asia Section of SIAM, Jeju, South Korea, August 25, 2026.​

• Ahmed Attia: “'Optimizing Over Distributions: A General Probabilistic Approach to Black-Box Combinatorial Optimization. Computational Mathematics and Statistics (CMS) Seminar Series Illinois Institute of Technology, IL, U.S. Aug 28, 2026​

• Jeff Larson: Making the Most of Expensive Simulations. StellFoundry All-Hands Meeting. Virtual. August 26, 2026.​

• C. J. Balos, V. Dobrev, R. Falgout, T. Kolev, R. Li, X. S. Li, A. Nonaka, and S. Roberts, "FASTMath Capabilities, Successes, and Plans in Efficiency & Performance," a poster presented at SciDAC PI Meeting, Rockville, MD, USA, Aug. 5, 2026.​

• T. Munson, "FASTMath: AI Tools," a poster presented at SciDAC PI Meeting, Rockville, MD, USA, Aug. 5, 2026.​

• A. Archibald, E. Constantinescu, J. Merson, and H. Zhang, "FASTMath Capabilities, Successes, and Plans in AI Methods and Tools for Scientific Computing," a poster presented at SciDAC PI Meeting, Rockville, MD, USA, Aug. 5, 2026.​

• Alec Dektor, Dong Min Roh, Roel Van Beeumen and Chao Yang, "FASTMath Capabilities, Successes, and Plans in Eigensolvers," a poster presented at SciDAC PI Meeting, Rockville, MD, USA, Aug. 5, 2026.​

• A. Almgren, "FASTMath Software," a poster presented at SciDAC PI Meeting, Rockville, MD, USA, Aug. 5, 2026.​

• Ann Almgren, Hannah Klion, Andy Nonaka, and Weiqun Zhan, "FASTMath Capabilities, Plans and Successes: Structured Mesh," a poster presented at SciDAC PI Meeting, Rockville, MD, USA, Aug. 5, 2026.​

• Cody J. Balos, David J. Gardner, Daniel R. Reynolds, Steven B. Roberts, Carol S. Woodward, "FASTMath Capabilities, Successes, and Plans in Time Integration," a poster presented at SciDAC PI Meeting, Rockville, MD, USA, Aug. 5, 2026.​

• B. Debusschere, G. Geraci, J. Thatcher, C. Safta, K. Sargsyan, C. Lacey, P. Robbe, M. Eldred, L. Damiano, R. Ghanem, Y. Marzouk, D. Sharp, R. Archibald, and J. Bessac, "FASTMath Capabilities, Successes, and Plans in Uncertainty Quantification," a poster presented at SciDAC PI Meeting, Rockville, MD, USA, Aug. 5, 2026.​

• Erik Boman, Veselin Dobrev, Tzanio Kolev, Jacob Merson, Jan Nikl, Socratis Petrides, Onkar Sahni, Mark Shephard, Cameon Smith, Ben Sturdevant, "FASTMath Capabilities, Plans and Successes: Unstructured Meshes," a poster presented at SciDAC PI Meeting, Rockville, MD, USA, Aug. 5, 2026.​

• J. Bessac, J. Mueller, I. Taylor, J. Larson, S. Leyffer, M. Menickelly, T. Munson, M. Perego, S. Wild, "FASTMath Capabilities, Successes, and Plans in Numerical Optimization," a poster presented at SciDAC PI Meeting, Rockville, MD, USA, Aug. 5, 2026.​

• J. Bessac, A. Chakraborty, E. Constantinescu, I. Taylor , "FASTMath Capabilities, Successes and Plans in Statistics," a poster presented at SciDAC PI Meeting, Rockville, MD, USA, Aug. 5, 2026.​

• Xiaoye Sherry Li, Richard Mills, Todd Munson, Junchao Zhang,  Mark Adams, Lin Lin, Yang Liu, Chao Yang, Roel van Beeumen, Rob Falgout, Ruipeng Li, Victor Magri, ​"Algebraic Solvers in the FASTMath SciDAC Institute," a poster presented at SciDAC PI Meeting, Rockville, MD, USA, Aug. 5, 2026.​

• C. S. Woodward, "25 Years of SciDAC Mathematics Impact," a poster presented to the DOE SciDAC Program PI Meeting, Rockville, MD, Aug. 4, 2026.​

• C. S. Woodward, “Overview of the Frameworks, Algorithms, and Scalable Technologies for Mathematics SciDAC Institute,” an invited plenary presentation to the DOE SciDAC Program PI Meeting, Rockville, MD, Aug. 4, 2026.​

• Rick Archibald: 'Sparse L1-Autoencoders for Scientific Data Compression & Applications, Workshop on Mathematical Foundations of Scientific AI, Auburn University, June 13-14, 2026.​

• Daniel R. Reynolds, “Numerical Solvers for Astrochemistry Networks,” KROME summer school on astrochemical modeling, Como, Italy, July 14, 2026.​

• Jacob Merson, Harsh Gangwar, and Abhiyan Paudel. 2026. "Adaptive timestep control for coupled multimodel simulations." SIAM Annual Meeting (AN26), (July 6, 2026).​

• Jacob Merson and Abhiyan Paudel. 2026. "GPU accelerated conservative field transfer for multiscale and multiphysics workflows without mesh intersections." World Congress on Computational Mechanics, Munich Germany, (July 20, 2026).​

• M.S. Shephard, "FASTMath Unstructured Mesh Technologies," Argonne Training Program on Extreme-Scale Computing (ATPESC), St. Charles, Il, July 29, 2026.​

• C. S. Woodward, "Introduction to Numerical Software," Argonne Training Program on Extreme-Scale Computing (ATPESC), St. Charles, Il, July 29, 2026.​

• A. Meyers and W. Zhang, "Introduction to Structured grid Software with AMReX," Argonne Training Program on Extreme-Scale Computing (ATPESC), St. Charles, Il, July 29, 2026.​

• R. Mills, "Introduction to Nonlinear Solver Software with PETSc," Argonne Training Program on Extreme-Scale Computing (ATPESC), St. Charles, Il, July 29, 2026.​

• D. Reynolds, "Introduction to Time Integration Software with SUNDIALS," Argonne Training Program on Extreme-Scale Computing (ATPESC), St. Charles, Il, July 29, 2026.​

• Y. Liu, "Introduction to Direct Linear Solver Software with SuperLU and STRUMPACK," Argonne Training Program on Extreme-Scale Computing (ATPESC), St. Charles, Il, July 29, 2026.​

• D. Osei-Kuffuor and V. Magri, "Introduction to Iterative Linear Solver Software with hypre," Argonne Training Program on Extreme-Scale Computing (ATPESC), St. Charles, Il, July 29, 2026.​

• Matt Menickelly "Importance Sampling in Expensive Finite-Sum Optimization via Contextual Bandit Methods," a poster presented to the Applied Math PI Meeting, July 20, 2026.​

• C. S. Woodward, "The Frameworks, Algorithms, and Scalable Technologies for Mathematics SciDAC Institute," a poster presented to the Applied Math PI Meeting, July 20, 2026.​

• Daniel R. Reynolds, “Flexible and High Order Time Integration for Multiphysics PDEs,” North American High Order Methods Conference (NAHOMCon), Santa Fe, NM, June 2, 2026. (Invited plenary)​

• Jeffrey Larson "Using Some Available Derivative Information in DFO Model Building," SIAM Conference on Optimization. Edinburgh, Scotland. June 2026​

• Jeffrey Larson “Birkhoff interpolation models for optimization with some available derivatives.” Deriative-Free Optimiza6ion Symposium. Montreal, Canada. June 2026​

• Sven Leyffer. Mixed, "Integer PDE-Constrained Optimization (MIPDECO)," SIAM Conference on Optimization. Edinburgh, Scotland. June 2026.​

• Matt Menickelly, "POUNDERS: Then and Now," SIAM Conference on Optimization. Edinburgh, Scotland. June 2026.​

• Rui Peng Li, "Preconditioning Via Spectral Density Driven Graph Neural Networks,” Copper Mounatin Conference on Iterative and Multigrid Methods, Boulder, CO, June 2026.​

• Victor Magri, "Multigrid Reduction Preconditioning for Fully Implicit Magnetohydrodynamics,” Copper Mounatin Conference on Iterative and Multigrid Methods, Boulder, CO, June 2026.​

• Rob Falgout, "New design advances in HYPRE for semi-structured problems,” Copper Mounatin Conference on Iterative and Multigrid Methods, Boulder, CO, June 2026.​

• Mustafa Aggul, Daniel R. Reynolds, Sylvia Amihere, Manaure Francisquez, “Super Time Stepping in SUNDIALS,” SMARTS-FRONTIERS SciDAC Project workshop, San Diego, CA, May 13, 2026.​

• Mustafa Aggul, Daniel R. Reynolds, Sylvia Amihere, Manaure Francisquez, “Super Time Stepping in SUNDIALS,” Recent Advances in Numerical PDEs conference, Pittsburgh, PA, May 17, 2026.​

• Sherry Li, “Geometric and Algebraic Methods for Constructing Hierarchically Low-Rank Matrices”, 27th Conference of the International Linear Algebra Society (ILAS 2026), Virginia Tech, May 18-22, 2026. (Invited Plenary)​

• E.G. Boman, “Asynchronous Preconditioners and Linear Solvers”, Workshop on Asynchronous Methods in Linear Algebra, ICERM at Brown, Providence, RI, May 5, 2026. Invited presentation.​

• J.S. Merson and M.S. Shephard, Code-Coupling Advancements, CEDA All-Hands Meeting, Princeton Plasma Physics Lab, delivered virtually, May 6, 2026.​

• Rick Archibald, Streaming Compression of Scientific Data: Streaming Weak-SINDy, International Linear Algebra Society, May 20, 2026, VTech, VA.

• Jeffrey Larson, "Numerical Optimization of Experiments with Multiple Outputs (Poster). ICERM Workshop: Simulation-Based Optimization with Applications". April 2026, Providence, RI​

• C. S. Woodward, A. S. Almgren, and C. J. Balos, “Numerical Software Packages from the FASTMath Institute and Their Applications,” a presentation to the Joint ASEAN-Africa Workshop on Computational and Applied Mathematics, Singapore, April 15, 2026​

• M.S. Shephard, J.S. Merson, O. Sahni, A.Y. Joshi and D.D. Nath, M.W. Beall, O. Klaas and S. Tendulkar, "Updates on Curved Mesh Adaptation, Support of Physics Studies, Geometry/Unstructured Mesh Support," RF-SciDAC-5 Project Workshop 2026, Princeton Plasma Physics Laboratory, Princeton, NJ, April 1, 2026.​

• R. P.  Li,  "Recent Development of hypre on El Capitan Supercomputer”, presentation to the 2026 SIAM Conference on Parallel Processing, Berlin, Germany, March 5, 2026.​

• M. S. Shephard, J.S. Merson, M.W. Beall, O. Klaas and S. Tendulkar, Geometry, Meshing, Unstructured Mesh and Coupling Tools for support of Stellarator System Simulation and Design, poster presented at HifiStell FES Partnership All Hands meeting, Princeton University, March 16, 2026. ​

• S. Li, “Parallelism in Sparse and Data-Sparse Direct Solvers”, Invited Plenary for the 2026 SIAM Conference on Parallel Processing, Berlin, Germany, March 3-6, 2026.​

• M. Adams, “A projection method for particle resampling + experience with new semi-Lagrangian code in PETSc”, 2026 SIAM Conference on Parallel Processing, Berlin, Germany, March 3-6, 2026.​

• Y. Liu, “Recent Advances in GPU Capabilities of the Sparse Direct Solver”,  2026 SIAM Conference on Parallel Processing, Berlin, Germany, March 3-6, 2026.​

• H. Najm, M. Kuppa, K. Sargsyan, S. Kim, "Bayesian Weight Space Gaussian Process Regression in Practice," ICERM Workshop on Bayesian Inverse Problems and UQ, Brown University, Providence, RI, March 2-6, 2026​

• K. Sargsyan, Emilie Grace Ed Baillo, and Bert J. Debusschere, "PyTUQ: UQ Tools and Workflows for Computational Models" in MS "Software for Uncertainty Quantification", SIAM Conference on Uncertainty Quantification 2026, Minneapolis, MN, March 22-25, 2026.​

• I. Taylor, J. Mueller, J. Bessac, Bayesian Optimization with Multi-Modal Surrogate Models, 2026 INFORMS OPTIMIZATION SOCIETY CONFERENCE​

• A. Attia "Robust Optimal Experimental Design for Inverse Problems: Theory and Software Implementation", SIAM Conference on Uncertainty Quantification 2026, Minneapolis, MN, March 22-25, 2026.​

• M. Kuppa, Khachik Sargsyan, Marco Panesi, Habib N. Najm, Embedded Model Error Using Orthogonal Gaussian Processes, SIAM Conference on Uncertainty Quantification 2026, Minneapolis, MN, March 22-25, 2026.​

• S. Li, "Benefits and Obstacles of Mixed Precision Adoption in Exascale Math Libraries and Applications", Invited Plenary talk, Dagstuhl Seminar 26081 on Reduced and Mixed Precision Computing for Science and Engineering Applications, Feb. 15–20, 2026. ​

• C. S. Woodward, “Mathematics Meets Science Meets Computer Science: The Value of Internships and the Fun of Multidisciplinary Research,” an Invited Plenary to the Nebraska Conference for Undergraduate Wisdom in Mathematics, Lincoln, NE, Jan. 31, 2026.​

• J. S. Merson and M.S. Shephard, Geometry, Meshing and Coupling, CEDA All-Hands Meeting, Princeton Plasma Physics Lab, January 21, 2026.​

• C. S. Woodward, “New Features and Applications in the SUNDIALS Library,” a special session presentation to the Joint Mathematics Meetings, Washington, DC, Jan. 5, 2026.​

• MFEM Team, “Numerical methods for modeling of anisotropic plasmas in far-SOL,” a poster presented to the 67th Annual Meeting of the APS Division of Plasma Physics.​

• Rick Archibald et al., “Federated Learning for Large Scale Science”, AMS Special Session on Recent Advances in Machine Learning for Scientific Computing​, Joint Mathematics Meetings, Washington, DC, Jan. 2026.​

• Ahmed Attia "Theory and Implementations of Optimal Experimental Design for Inverse Problems", Joint Mathematics Meetings 2026 (JMM 26), Washington, DC, January 5, 2026.​

2025:

• J.S. Merson and M.S. Shephard, “PCMS: A Geometry and Discretization Aware Multi-physics Coupling Tool for Fusion Devices”, IAEA Workshop on Digital Innovation for Fusion Energy Research, MIT, Cambridge, MA, 12/10/2025.​

• M.S. Shephard, J.S. Merson, O. Sahni, C.W. Smith, B.J. Sturdevant, D.D. Nath, U. Riaz, F.H. Hasan, A.E. Castillo-Crooke, A.Y. Joshi, M.W. Beall, O. Klaas, R. Nastasia, S. Tendulkar, “Tools to Support Geometry and Meshing Needs for Fusion Energy System Simulation Codes”, IAEA Workshop on Digital Innovation for Fusion Energy Research, MIT, Cambridge, MA, 12/12/2025.​

• Rob Falgout, “New Advances in hypre3.0 for Mixed Precision and Semi-Structured Problems”, FEM@LLNL lecture series. Virtual. Nov. 18, 2025. 

• Jacob Merson, Fuad Hasan, George Wilkie, Mark Shephard, Using PCMS to Accelerate Coupling of Gyrokinetic Microturbulence with Neutral Particle Transport, oral presentation to APS Division of Plasma Physics Annual Meeting, Long Beach CA, Nov. 21, 2025.

• R. Diab, S.G. Baek, Y. Lin, E.S. Marmar, J.L. Terry, S.J. Wukitch, S. Shiraiwa, N. Bertelli, A. Joshi, M.S. Shephard, L. Colas, J. Hillairet, J. Gunn, B. Guillermin, G. Urbanczyk, W. Tierens, Comparison of C-Mod and WEST ICRF Experiments with 3D Full Wave Simulations, oral presentation to APS Division of Plasma Physics Annual Meeting, Long Beach CA, Nov. 17, 2025.

• B. Sturdevant, J. Merson, M. Shephard, U. Riaz, and R. Hager, Improved Point Placement for XGC Meshes, poster at APS Division of Plasma Physics Annual Meeting, Long Beach CA, Nov. 19, 2025.

• M.S. Shephard, J.S. Merson, O. Sahni, M.W. Beall, O.Klaas, S. Tendulkar, Geometry and Meshing Tool Developments for Fusion Energy System Simulation Codes, poster at APS Division of Plasma Physics Annual Meeting, Long Beach CA, Nov. 19, 2025.

• A. Paudel, E. M. Green, M. Elahi, J. Matthew, C. W. Smith, Z. Lin, M. S. Shephard, J. S. Merson,  Support for High Dimensional Field Transfer Operations for Fusion Coupling in PCMS , poster at APS Division of Plasma Physics Annual Meeting, Long Beach CA, Nov. 19, 2025.

• R. D. Falgout, “Multigrid Methods in Space and Time for Extreme-Scale Scientific Computing,” invited plenary presentation to the 2nd SIAM Northern and Central California Sectional Conference, Berkeley, CA, Oct. 27, 2025. 

• D. R. Reynolds, “Adaptive multirate time integration for multiphysics PDE systems,” Applied and Computational Mathematics Seminar, Temple University, Philadelphia, Pennsylvania, Oct. 2025.

• J. Larson, M. Menickelly, "Numerical Optimization of Experiments with Multiple Outputs", Argonne CELS Lab Link Poster Session. Argonne National Laboratory. October 9, 2025.

• C.S. Woodward, “Challenges and Opportunities in Multiphysics Simulation,” presented to the SIAM Conference on Mathematical & Computational Issues in the Geosciences, Baton Rouge, LA, Oct. 14, 2025.

• Jan Nikl, “Hybridization framework for convection-diffusion systems in MFEM,” a poster presented to the 2nd SIAM Northern and Central California Sectional Conference, Berkeley, CA, Oct. 28, 2025.M.S. Shephard, M. Stowell, “FASTMath Unstructured Mesh Technologies,” Argonne Training Program on Extreme-Scale Computing (ATPESC), St. Charles, IL, August 5, 2025. 

• Weiqun Zhang, “FASTMath Structured Mesh Technologies,” Argonne Training Program on Extreme-Scale Computing (ATPESC), St. Charles, IL, August 5, 2025. 

• David J. Gardner, “Time Integration (with hands-on examples using SUNDIALS),” Argonne Training Program on Extreme-Scale Computing (ATPESC), St. Charles, IL, August 5, 2025.

• U. M. Yang, “Introduction into Numerical Software,” Argonne Training Program on Extreme-Scale Computing (ATPESC), St. Charles, IL, August 5, 2025.

• D. Osei-Kuffuor, U. M. Yang, “Krylov Solvers & Algebraic Multigrid (with HYPRE),” Argonne Training Program on Extreme-Scale Computing (ATPESC), St. Charles, IL, August 5, 2025.

• X. Li, Y. Liu, “Direct Solvers (with SuperLU/STRUMPACK),” Argonne Training Program on Extreme-Scale Computing (ATPESC), St. Charles, IL, August 5, 2025.

• R. T. Mills, “Nonlinear Solvers (with PETSC),” Argonne Training Program on Extreme-Scale Computing (ATPESC), St. Charles, IL, August 5, 2025.  

• C. Glusa, G. Harper, “Iterative Solvers & Algebraic Multigrid (with Trilinos, Belos & MueLu)”, Argonne Training Program on Extreme-Scale Computing (ATPESC), St. Charles, IL, August 5, 2025. 

• A. Almgren, "Advances in Adaptive Mesh Refinement Algorithms and Software," invited plenary, 18th U.S. National Congress on Computational Mechanics, July 24, 2025.

• T. Kolev, “High-Order Finite Elements for Exascale Applications,” invited plenary for The 15th International Conference on Spectral and High Order Methods, Montreal, Canada, July 16, 2025.

• U. M. Yang, “Scaling Up: A Career in High Performance Computing”, invited plenary, CINI HPC Summer School, June 16-20, 2025, Naples, Italy.

• W. Mitchell, “Hypre: High-Performance Preconditioners and Solvers,” SIAM Annual Meeting, Montreal, Canada, July 30, 2025.

• W. Zhang, A. Myers, A. S. Almgren, J. B. Bell, A. Huebl, “AMReX: Software Framework for Structured Mesh Applications,” SIAM Annual Meeting, Montreal, Canada, July 30, 2025.​

• Y. Lui, “New Capabilities of the Linear Solver Packages at Lawrence Berkeley National Laboratory,” SIAM Annual Meeting, Montreal, Canada, July 2025.​

• I. Yamazaki, A. Heinlein, S. Rajamanickam, “FroSCH, a Domain Decomposition Library in Trilinos,” SIAM Annual Meeting, Montreal, Canada, July 2025.​

• D. Nath, A. Castillo-Crooke, M. Shephard, A. Turner, D. Sulsky, O. Sahni, “Accelerator/GPU Support for Seaice Simulations in MPAS Framework within Energy Exascale Earth System Model (E3SM),“18th U.S. National Congress on Computational Mechanics, Chicago, IL, July 2025.

• O. Sahni, V. Vittal-Srinivasaragavan, D. Nath, M. Shephard, M. Fazlul Huq, D. Curreli, T. Younkin, “GPU-accelerated Multiscale Particle-based Transport Simulations with Billions of Particles ,” 18th U.S. National Congress on Computational Mechanics, Chicago, IL, July 2025.

• A. Paudel, E. Green, J. Schwartz, C. Smith, J. Merson, “Advancing field transfer operations in the Parallel Coupler for Multimodel Simulations (PCMS) software,” 18th U.S. National Congress on Computational Mechanics, Chicago, IL, July 2025.

• M. F. H. Hasan, P. Romano, P. Shriwise, A. Y. Joshi, M. Churchill. H. Belanger, C. Smith, M. S. Shephard, J. Merson, “GPU enabled unstructured mesh tallies for fusion neutron transport simulations ,” 18th U.S. National Congress on Computational Mechanics, Chicago, IL, July 2025.

• M. S. Shephard, J. Merson, O. Sahni, C.W. Smith, D.D. Nath, U. Riaz, F. Hasan, A. Castillo, A. Joshi, M.W. Beall, O. Klaas, R. Nastasia, S. Tendulkar, “Advances in FASTMath Unstructured Mesh Components in Support of DOE Fusion Simulation Codes,” SIAM Annual Meeting, Montreal, Canada, July 30, 2025.

• J. S. Merson, A. Paudel, F. Hasan, S. M. Elahi, A. Castillo-Crooke, C. W. Smith, M. S. Shephard , “Enabling High-Performance Coupled Multiphysics Fusion Simulations with the Parallel Coupler for Multi-Model Simulations (pcms),” SIAM Annual Meeting, Montreal, Canada, July 30, 2025.

• C. S. Woodward, “High Performance Computing Applications with the SUNDIALS Library of Time Integrators,” SIAM Annual Meeting, Montreal, Canada, July 30, 2025.

• C. S. Woodward, “New Features and Applications in the SUNDIALS Library”, invited presentation to the ICERM Workshop on Innovative and Efficient Strategies for Stiff Differential Equations, Providence, RI, July 24, 2025.

• C. Yang, “Optimal Tensor Network Disentanglement via Manifold Optimization”, presentation given at the 2025 International Conference On Continuous Optimization, University of Southern California, Los Angles, CA, July 20, 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, Menlo Park, 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.