Eric Joseph Hall

12 papers Journal 11Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Graph-Informed Adversarial Modeling: Infimal Subadditivity of Interpolative Divergences.
CoRR
Panagiota Birmpa, Eric Joseph Hall
2021 J jnl
GINNs: Graph-Informed Neural Networks for multiscale physics.
J. Comput. Phys.
Eric Joseph Hall, Søren Taverniers, Markos A. Katsoulakis, Daniel M. Tartakovsky
2021 — conf
Graph-Informed Neural Networks.
AAAI Spring Symposium: MLPS
Søren Taverniers, Eric Joseph Hall, Markos A. Katsoulakis, Daniel M. Tartakovsky
2021 J jnl
Mutual information for explainable deep learning of multiscale systems.
J. Comput. Phys.
Søren Taverniers, Eric Joseph Hall, Markos A. Katsoulakis, Daniel M. Tartakovsky
2020 J jnl
GINNs: Graph-Informed Neural Networks for Multiscale Physics.
CoRR
Eric Joseph Hall, Søren Taverniers, Markos A. Katsoulakis, Daniel M. Tartakovsky
2020 J jnl
Mutual Information for Explainable Deep Learning of Multiscale Systems.
CoRR
Søren Taverniers, Eric Joseph Hall, Markos A. Katsoulakis, Daniel M. Tartakovsky
2020 J jnl
Weak error rates for option pricing under the rough Bergomi model.
CoRR
Christian Bayer, Eric Joseph Hall, Raúl Tempone
2019 J jnl
Causality and Bayesian Network PDEs for multiscale representations of porous media.
J. Comput. Phys.
Kimoon Um, Eric Joseph Hall, Markos A. Katsoulakis, Daniel M. Tartakovsky
2018 J jnl
Robust Information Divergences for Model-Form Uncertainty Arising from Sparse Data in Random PDE.
SIAM/ASA J. Uncertain. Quantification
Eric Joseph Hall, Markos A. Katsoulakis
2016 J jnl
Computable Error Estimates for Finite Element Approximations of Elliptic Partial Differential Equations with Rough Stochastic Data.
SIAM J. Sci. Comput.
Eric Joseph Hall, Håkon Hoel, Mattias Sandberg, Anders Szepessy, Raúl Tempone
2013 J jnl
Higher Order Spatial Approximations for Degenerate Parabolic Stochastic Partial Differential Equations.
SIAM J. Math. Anal.
Eric Joseph Hall
2012 J jnl
Accelerated Spatial Approximations for Time Discretized Stochastic Partial Differential Equations.
SIAM J. Math. Anal.
Eric Joseph Hall