AI Hardware DURIP Grant Awarded

Boltzmann Machine; Undirected Graphical Models; Generative Models in Geology

Undirected Graphical Models; Deep Learning for Fluid Mechanics

Approximate Inference; Convolutional Neural Networks; Stein's Method

Parallel approaches for the Bayesian Gaussian process latent variable model; Regularization in optimization

Simulation models for groundwater flow modeling; Cluster Expansion and Introduction to Alloy Theoretic Automated Toolkit; Review of state space models...

UQ in Groundwater Modeling, State Space Models

A Review of Markov and hidden Markov Model, Regularization in Deep Learning

Implementation of Neural Nets in PyTorch

Deep Feedforward Networks, Bayesian Gaussian Process Latent Variable Model