Craig Michoski

26 papers Journal 23Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Commuting Distance Regularization for Timescale-Dependent Label Inconsistency in EEG Emotion Recognition.
CoRR
Xiaocong Zeng, Craig Michoski, Yan Pang, Dongyang Kuang
2025 J jnl
Parameter-efficient hierarchical spatio-temporal graph network with specialized label smoothing for qualitative EEG emotion recognition.
Neurocomputing
Dongyang Kuang, Xinyue Song, Craig Michoski
2025 J jnl
The Data Fusion Labeler (dFL): Challenges and Solutions to Data Harmonization, Labeling, and Provenance in Fusion Energy.
CoRR
Craig Michoski, Matthew Waller, Brian Sammuli, Zeyu Li, Tapan Ganatma Nakkina, Raffi Nazikian, Sterling Paul Smith, David Orozco, Dongyang Kuang, Martin Foltin, Erik Olofsson, Mike Fredrickson, Jerry Louis-Jeune, David R. Hatch, Todd A. Oliver, Mitchell Clark, Steph-Yves Louis
2024 J jnl
Attention with kernels for EEG-based emotion classification.
Neural Comput. Appl.
Dongyang Kuang, Craig Michoski
2024 J jnl
Emotion Classification from Multi-Channel EEG Signals Using HiSTN: A Hierarchical Graph-based Spatial-Temporal Approach.
CoRR
Dongyang Kuang, Xinyue Song, Craig Michoski
2023 J jnl
From gram to attention matrices: a monotonicity constrained method for eeg-based emotion classification.
Appl. Intell.
Dongyang Kuang, Craig Michoski, Wenting Li, Rui Guo
2023 J jnl
SEER-net: Simple EEG-based Recognition network.
Biomed. Signal Process. Control.
Dongyang Kuang, Craig Michoski
2022 — conf
A Monotonicity Constrained Attention Module for Emotion Classification with Limited EEG Data.
MILLanD@MICCAI
Dongyang Kuang, Craig Michoski, Wenting Li, Rui Guo
2022 J jnl
A Monotonicity Constrained Attention Module for Emotion Classification with Limited EEG Data.
CoRR
Dongyang Kuang, Craig Michoski, Wenting Li, Rui Guo
2022 — conf
KAM - A Kernel Attention Module for Emotion Classification with EEG Data.
iMIMIC@MICCAI
Dongyang Kuang, Craig Michoski
2022 J jnl
KAM - a Kernel Attention Module for Emotion Classification with EEG Data.
CoRR
Dongyang Kuang, Craig Michoski
2020 J jnl
Moment preserving constrained resampling with applications to particle-in-cell methods.
J. Comput. Phys.
Danial Faghihi, Varis Carey, Craig Michoski, Robert Hager, Saloman Janhunen, Choong-Seock Chang, Robert D. Moser
2020 J jnl
Solving differential equations using deep neural networks.
Neurocomputing
Craig Michoski, Milos Milosavljevic, Todd Oliver, David R. Hatch
2019 J jnl
A Comparison of the Explicit and Implicit Hybridizable Discontinuous Galerkin Methods for Nonlinear Shallow Water Equations.
J. Sci. Comput.
Ali Samii, Kazbek Kazhyken, Craig Michoski, Clint Dawson
2019 J jnl
Performance Comparison of HPX Versus Traditional Parallelization Strategies for the Discontinuous Galerkin Method.
J. Sci. Comput.
Maximilian H. Bremer, Kazbek Kazhyken, Hartmut Kaiser, Craig Michoski, Clint Dawson
2019 J jnl
Solving Irregular and Data-enriched Differential Equations using Deep Neural Networks.
CoRR
Craig Michoski, Milos Milosavljevic, Todd Oliver, David R. Hatch
2018 J jnl
FanStore: Enabling Efficient and Scalable I/O for Distributed Deep Learning.
CoRR
Zhao Zhang, Lei Huang, Uri Manor, Linjing Fang, Gabriele Merlo, Craig Michoski, John Cazes, Niall Gaffney
2017 — conf
Experiences Porting Scientific Applications to the Intel (KNL) Xeon Phi Platform.
PEARC
Nicholas Malaya, Damon McDougall, Craig Michoski, Myoungkyu Lee, Christopher S. Simmons
2017 J jnl
Stability of Nonlinear Convection-Diffusion-Reaction Systems in Discontinuous Galerkin Methods.
J. Sci. Comput.
Craig Michoski, Alen Alexanderian, C. Paillet, Ethan J. Kubatko, Clint Dawson
2016 J jnl
A Comparison of Artificial Viscosity, Limiters, and Filters, for High Order Discontinuous Galerkin Solutions in Nonlinear Settings.
J. Sci. Comput.
Craig Michoski, Clint Dawson, Ethan J. Kubatko, Damrongsak Wirasaet, S. R. Brus, Joannes J. Westerink
2016 J jnl
A Hybridized Discontinuous Galerkin Method for the Nonlinear Korteweg-de Vries Equation.
J. Sci. Comput.
Ali Samii, Nishant Panda, Craig Michoski, Clint Dawson
2015 J jnl
Artificial boundary layers in discontinuous Galerkin solutions to shallow water equations in channels.
J. Comput. Phys.
Damrongsak Wirasaet, S. R. Brus, Craig Michoski, Ethan J. Kubatko, Joannes J. Westerink, Clint Dawson
2014 J jnl
Discontinuous Galerkin methods for plasma physics in the scrape-off layer of tokamaks.
J. Comput. Phys.
Craig Michoski, D. Meyerson, Tobin Isaac, F. Waelbroeck
2011 J jnl
Adaptive hierarchic transformations for dynamically p-enriched slope-limiting over discontinuous Galerkin systems of generalized equations.
J. Comput. Phys.
Craig Michoski, Chris Mirabito, Clint Dawson, Damrongsak Wirasaet, Ethan J. Kubatko, Joannes J. Westerink
2010 J jnl
A discontinuous Galerkin method for viscous compressible multifluids.
J. Comput. Phys.
Craig Michoski, J. A. Evans, Phillip G. Schmitz, Alexis F. Vasseur
2009 J jnl
Quantum hydrodynamics with trajectories: The nonlinear conservation form mixed/discontinuous Galerkin method with applications in chemistry.
J. Comput. Phys.
Craig Michoski, J. A. Evans, Phillip G. Schmitz, Alexis F. Vasseur