Eric Joseph Hall

According to our database, Eric Joseph Hall authored at least 9 papers between 2012 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2021

Mutual information for explainable deep learning of multiscale systems.

Søren Taverniers, Eric Joseph Hall, Markos A. Katsoulakis, Daniel M. Tartakovsky

J. Comput. Phys., 2021

GINNs: Graph-Informed Neural Networks for multiscale physics.

Eric Joseph Hall, Søren Taverniers, Markos A. Katsoulakis, Daniel M. Tartakovsky

J. Comput. Phys., 2021

Graph-Informed Neural Networks.

Søren Taverniers, Eric Joseph Hall, Markos A. Katsoulakis, Daniel M. Tartakovsky

Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to, 2021

2020

Weak error rates for option pricing under the rough Bergomi model.

Christian Bayer, Eric Joseph Hall, Raúl Tempone

CoRR, 2020

2019

Causality and Bayesian Network PDEs for multiscale representations of porous media.

Kimoon Um, Eric Joseph Hall, Markos A. Katsoulakis, Daniel M. Tartakovsky

J. Comput. Phys., 2019

2018

Robust Information Divergences for Model-Form Uncertainty Arising from Sparse Data in Random PDE.

Eric Joseph Hall, Markos A. Katsoulakis

SIAM/ASA J. Uncertain. Quantification, 2018

2016

Computable Error Estimates for Finite Element Approximations of Elliptic Partial Differential Equations with Rough Stochastic Data.

Eric Joseph Hall, Håkon Hoel, Mattias Sandberg, Anders Szepessy, Raúl Tempone

SIAM J. Sci. Comput., 2016

2013

Higher Order Spatial Approximations for Degenerate Parabolic Stochastic Partial Differential Equations.

Eric Joseph Hall

SIAM J. Math. Anal., 2013

2012

Accelerated Spatial Approximations for Time Discretized Stochastic Partial Differential Equations.

Eric Joseph Hall

SIAM J. Math. Anal., 2012