Baudouin Fonkwa Kamga (Mechanical Engineering): Numerical simulation of the collapse of a cavitation bubble near a deformable solid surface
Xinhai Hou (Bioinformatics): Scalable foundation model training for computational pathology
From Turbulent Flows to Video Games: Managing Large-Scale Data with Tensor Decomposition
Nathaly Villacis (Mechanical Engineering): Unraveling Rotator Cuff Tendon Tear Growth Mechanisms with Full-Volume Strains and Data-Driven Modeling
Doruk Aksoy (Aerospace Engineering): Incremental Tensor Decompositions for Machine Learning and Bayesian Inference
Abstract: Generative flow models learn a (possibly stochastic) mapping between source and target distributions. Common paradigms include diffusion models, score matching models, and continuous normalizing flows. In this talk I will first present methods for improved training of flow models using flow matching objectives using ideas from optimal transport. I will then show how these […]
Alex Kleb (Aerospace Engineering): Solving High Reynolds Number Flows on Cartesian Cut-cell Meshes using a Jacobian-Free Newton–Krylov Method
Alasdair Christison Gray (Aerospace Engineering): Geometrically Nonlinear Methods for High-Fidelity MDO of Very-Flexible Aircraft
Emergence and grokking in "simple" architectures
Preet Baxi (Physics): Monitoring the fidelity of the LIGO detectors
Anthony Chen (Math): Fast Summation for Geophysical Fluid Dynamics
Learn about academic opportunities and fellowships for graduate students who combine Scientific Computing with Applied Physics, Astronomy, Biophysics, Chemistry, Earth and Environmental Sciences, Math, Physics, or any other physical science. This session will be offered in-person and on Zoom. Please indicate how you plan to attend when you register. Register to attend
Learn about academic opportunities and fellowships for graduate students who combine Scientific Computing with Biology, Kinesiology, Medicine, Pharmacy, Public Health, or any other biological or health-related science. This session will be offered in-person and on Zoom. Please indicate how you plan to attend when you register. Register to attend
Yiman Ren (Business Economics): Minimally Orthogonal Causal Effect Estimation
Jesus Castor-Macias (Biomedical Engineering): Engineering The Immune Response To Improve Muscle Regeneration
