Craig Michoski

Orcid: 0000-0002-6356-233X

Affiliations:
  • The University of Texas at Austin, USA


According to our database1, Craig Michoski authored at least 20 papers between 2009 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
Attention with kernels for EEG-based emotion classification.
Neural Comput. Appl., April, 2024

2023
From gram to attention matrices: a monotonicity constrained method for eeg-based emotion classification.
Appl. Intell., September, 2023

SEER-net: Simple EEG-based Recognition network.
Biomed. Signal Process. Control., May, 2023

2022
A Monotonicity Constrained Attention Module for Emotion Classification with Limited EEG Data.
Proceedings of the Medical Image Learning with Limited and Noisy Data, 2022

KAM - A Kernel Attention Module for Emotion Classification with EEG Data.
Proceedings of the Interpretability of Machine Intelligence in Medical Image Computing, 2022

2020
Moment preserving constrained resampling with applications to particle-in-cell methods.
J. Comput. Phys., 2020

Solving differential equations using deep neural networks.
Neurocomputing, 2020

2019
A Comparison of the Explicit and Implicit Hybridizable Discontinuous Galerkin Methods for Nonlinear Shallow Water Equations.
J. Sci. Comput., 2019

Performance Comparison of HPX Versus Traditional Parallelization Strategies for the Discontinuous Galerkin Method.
J. Sci. Comput., 2019

Solving Irregular and Data-enriched Differential Equations using Deep Neural Networks.
CoRR, 2019

2018
FanStore: Enabling Efficient and Scalable I/O for Distributed Deep Learning.
CoRR, 2018

2017
Stability of Nonlinear Convection-Diffusion-Reaction Systems in Discontinuous Galerkin Methods.
J. Sci. Comput., 2017

Experiences Porting Scientific Applications to the Intel (KNL) Xeon Phi Platform.
Proceedings of the Practice and Experience in Advanced Research Computing 2017: Sustainability, 2017

2016
A Hybridized Discontinuous Galerkin Method for the Nonlinear Korteweg-de Vries Equation.
J. Sci. Comput., 2016

A Comparison of Artificial Viscosity, Limiters, and Filters, for High Order Discontinuous Galerkin Solutions in Nonlinear Settings.
J. Sci. Comput., 2016

2015
Artificial boundary layers in discontinuous Galerkin solutions to shallow water equations in channels.
J. Comput. Phys., 2015

2014
Discontinuous Galerkin methods for plasma physics in the scrape-off layer of tokamaks.
J. Comput. Phys., 2014

2011
Adaptive hierarchic transformations for dynamically p-enriched slope-limiting over discontinuous Galerkin systems of generalized equations.
J. Comput. Phys., 2011

2010
A discontinuous Galerkin method for viscous compressible multifluids.
J. Comput. Phys., 2010

2009
Quantum hydrodynamics with trajectories: The nonlinear conservation form mixed/discontinuous Galerkin method with applications in chemistry.
J. Comput. Phys., 2009


  Loading...