11 citations · 11 across the 3 of their papers we have counts for
3 papers
Fast Modeling and Understanding Fluid Dynamics Systems with Encoder-Decoder Networks
Rohan Thavarajah, Xiang Zhai, Zheren Ma +1
Is a deep learning model capable of understanding systems governed by certain first principle laws by only observing the system's output? Can deep learning learn the underlying phy…
Application of Machine Learning to Predict the Risk of Alzheimer's Disease: An Accurate and Practical Solution for Early Diagnostics
Courtney Cochrane, David Castineira, Nisreen Shiban +1
Alzheimer's Disease (AD) ravages the cognitive ability of more than 5 million Americans and creates an enormous strain on the health care system. This paper proposes a machine lear…
A General Spatio-Temporal Clustering-Based Non-local Formulation for Multiscale Modeling of Compartmentalized Reservoirs
Soheil Esmaeilzadeh, Amir Salehi, Gill Hetz +3
Representing the reservoir as a network of discrete compartments with neighbor and non-neighbor connections is a fast, yet accurate method for analyzing oil and gas reservoirs. Aut…