Seminar in Applied Mathematics

Benjamin Peherstorfer
Ben Peherstorfer, Fast inference in generative modeling of time-dependent stochastic processes
April 10, 2025
Anthony Bloch
Anthony Bloch, Integrable Hamiltonian and gradient flows and total positivity
March 4, 2025
Roy Choudhury
Roy Choudhury, Extensions of the General Solution Families...
February 27, 2025
Morgan Craig
Morgan Craig, Identifying treatment and vaccine targets using mechanistic mathematical models
February 20, 2025
Florian Schafer
Florian Schäfer, Toward Information Geometric Mechanics
February 6, 2025
Pratik Patil
Pratik Patil, Facets of regularization in overparameterized machine learning
February 3, 2025
Mari Kawakatsu
Mari Kawakatsu, Mathematical models of reputation, polarization, and cooperation
January 23, 2025
Krutika Tawri
Krutika Tawri, Stochastic and deterministic moving boundary problems
January 16, 2025
Jorge Garza Vargas
Jorge Garza-Vargas, Proving rapid global convergence for the shifted QR algorithm
January 14, 2025
Chadi Saad-Roy
Chadi Saad-Roy, Mathematical models to untangle infectious disease dynamics across scales
January 7, 2025
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Donsub Rim, A Low Rank Neural Representation of Nonlinear Shock Waves
December 5, 2024
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Fatemeh Pourahmadian, Data-driven approaches to imaging and characterization of advanced materials from laser ultrasonic test data
November 21, 2024
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Alina Chertok, Navigating Uncertainty: Stochastic Methods for Nonlinear Systems
November 14, 2024
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Panos Stinis, When big neural networks are not enough: physics, multifidelity and kernels
October 31, 2024
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Mateo Diaz, The radius of statistical efficiency
October 22, 2024
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Deniz Bilman, General rogue waves of infinite order
October 17, 2024
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Caroline Moosmuller, Learning in the space of probability measures
October 15, 2024
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Patrick Guidotti, Connecting the Dots
October 8, 2024
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Kamyar Azizzadenesheli, AI+Science: Neural Operators for Accelerating Scientific Simulations and Design
October 3, 2024
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Haizhao Yang, Finite Expression Method: A Symbolic Approach for Scientific Machine Learning 
May 16, 2024
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Rayan Saab, Stochastic algorithms for quantizing neural networks
May 9, 2024
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Nicolas Garcia Trillos, FedCBO: Reaching Group Consensus in Clustered Federated Learning and Robustness to Backdoor Adversarial Attacks
April 18, 2024
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Deanna Needell, Towards Transparency, Fairness, and Efficiency in Machine Learning
February 29, 2024
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Christina Graf, High Fidelity MRI by Time Optimal Control
February 15, 2024
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Eric Brechner, N-dimensional solid modeling without topology
February 8, 2024
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Rima Alaifari, Stable or not: Robustness in imaging and scientific machine learning
February 1, 2024
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Nicholas M. Boffi, On flows and diffusions: from the many-body Fokker-Planck equation to stochastic interpolants
January 30, 2024
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Montie S. Avery, Universal spreading into unstable states
January 25, 2024
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Brendon G. Anderson, Provably Robust Machine Learning through Structure-Aware Computation
January 23, 2024
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Siting Liu, Enhancing PDE Computations and Score-Based Generative Models through Optimization
January 18, 2024
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Cole Graham, Invasion in several guises
January 11, 2024
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Jorge Garza Vargas, Rigorous Guarantees for Randomized Diagonalization Algorithms
December 7, 2023
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Anastassiya Semenova, Water Waves: Instabilities of Stokes Waves
November 30, 2023
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Amir Sagiv, Floquet Hamiltonians - Spectrum and dynamics
November 14, 2023
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Qin Li, Mean field theory in Inverse Problems: from Bayesian inference to overparameterization of networks
November 13, 2023
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Heather Wilber, Adventures in structured matrix approximation methods 
November 9, 2023
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Stefan Steinerberger, Particle Growth Models in the Plane (DLA, DBM, ...)
October 26, 2023
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Katie Oliveras, Measuring Water Waves: Using Pressure to Reconstruct Wave Profiles 
October 19, 2023
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John Peca-Medlin, Local growth behavior of Gaussian elimination with partial and complete pivoting
October 12, 2023
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Dave Smith, Fokas Diagonalization
September 28, 2023
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Lee Ricketson, An implicit, asymptotic-preserving time integration scheme for charged particle motion in arbitrary electromagnetic fields
June 1, 2023
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Konstantinos Mamis, Stochastic model for cell population dynamics quantifies homeostasis in colonic crypts and its disruption in early tumorigenesis
May 25, 2023
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Ricardo Baptista, Toward consistent nonlinear filtering and smoothing via measure transport
May 19, 2023
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Jeffrey Oval, Computational Tools for Exploring the Spatial Localization of Eigenvectors (and Waves) in Complex Media
May 11, 2023
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Kevin Lu, Parameter Estimation and Pairs Trading for Some Lévy-driven Ornstein-Uhlenbeck Processes
May 4, 2023
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Hau-Tieng Wu, Turning nonstationary biomedical signals into useful clinical information by denoising manifolds
April 26, 2023
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Samuel Van Fleet, Genuinely multi-dimensional, maximum Taylor discontinuous Galerkin schemes for solving linear hyperbolic systems of conservation  laws
April 20, 2023
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Ka-Kit Tung, Catastrophe Collapse of the Atlantic Overturning Circulation: Is it Eminent?
April 13, 2023
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Andrew Christlieb, Taming The Curse of Dimensionality to Enable ‘First Principle’ Optimal Design in Fusion Energy
April 6, 2023
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Daniel R Shapero, Transforming meshes, or, algebraic topology for fun and profit
December 8, 2022