Convolutional Autoencoders for Reduced-Order Modeling. - Sreeram Venkat; Ralph C. Smith; Carl T. Kelley (CoRR, 2021)

Fast and Scalable FFT-Based GPU-Accelerated Algorithms for Hessian Actions Arising in Linear Inverse Problems Governed by Autonomous Dynamical Systems. - Sreeram Venkat; Milinda Fernando; Stefan Henneking; Omar Ghattas (CoRR, 2024)

Goal-Oriented Real-Time Bayesian Inference for Linear Autonomous Dynamical Systems With Application to Digital Twins for Tsunami Early Warning. - Stefan Henneking; Sreeram Venkat; Omar Ghattas (CoRR, 2025)

Real-time Bayesian inference at extreme scale: A digital twin for tsunami early warning applied to the Cascadia subduction zone. - Stefan Henneking; Sreeram Venkat; Veselin Dobrev; John Camier; Tzanio V. Kolev; Milinda Fernando; Alice-Agnes Gabriel; Omar Ghattas (CoRR, 2025)