Concepedia

Eric Joseph Hall

EJ

5

Publications

84

Citations

5

H-Index

2012

Active since

Affiliations

Stanford University(Current)

University of Massachusetts Amherst

University of Dundee

Eric Joseph Hall is an author at Stanford University specializing in multiscale modeling, machine learning, and engineering.

Top concepts

EngineeringMachine LearningMultiscale ModelingEntropyPhysicsData SciencePorous MediaDeep LearningExplainable AiInverse Problems

Publications per year

2012–2022

5

Publications

5

GINNs: Graph-Informed Neural Networks for multiscale physics

Eric Joseph Hall, Søren Taverniers, Markos A. Katsoulakis et al. · Journal of Computational Physics · 2021 · 34 citations · Full text

Graph Neural Network, Machine Learning, Physics +4

Causality and Bayesian Network PDEs for multiscale representations of porous media

Kimoon Um, Eric Joseph Hall, Markos A. Katsoulakis et al. · Journal of Computational Physics · 2019 · 15 citations · Full text

Pore Structure, Engineering, Data Science +10

Mutual information for explainable deep learning of multiscale systems

Søren Taverniers, Eric Joseph Hall, Markos A. Katsoulakis et al. · Journal of Computational Physics · 2021 · 15 citations · Full text

Engineering, Machine Learning, Entropy +4

Accelerated Spatial Approximations for Time Discretized Stochastic Partial Differential Equations

Eric Joseph Hall · SIAM Journal on Mathematical Analysis · 2012 · 10 citations · Full text

WEAK ERROR RATES FOR OPTION PRICING UNDER LINEAR ROUGH VOLATILITY

Christian Bayer, Eric Joseph Hall, Raúl Tempone · International Journal of Theoretical and Applied Finance · 2022 · 10 citations · Full text

Rows per page

1–5 of 5