Craig Michoski

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 17

Top Topics

Lexical Features

Top Venues

J. Sci. Comput.

J. Comput. Phys.

Biomed. Signal Process. Control.

Publications

Dongyang Kuang, Craig Michoski
Attention with kernels for EEG-based emotion classification. Neural Comput. Appl. 36 (10) (2024)
Dongyang Kuang, Craig Michoski, Wenting Li, Rui Guo
From gram to attention matrices: a monotonicity constrained method for eeg-based emotion classification. Appl. Intell. 53 (18) (2023)
Dongyang Kuang, Craig Michoski
SEER-net: Simple EEG-based Recognition network. Biomed. Signal Process. Control. 83 (2023)
Dongyang Kuang, Craig Michoski
KAM - a Kernel Attention Module for Emotion Classification with EEG Data. CoRR (2022)
Dongyang Kuang, Craig Michoski, Wenting Li, Rui Guo
A Monotonicity Constrained Attention Module for Emotion Classification with Limited EEG Data. MILLanD@MICCAI (2022)
Dongyang Kuang, Craig Michoski
KAM - A Kernel Attention Module for Emotion Classification with EEG Data. iMIMIC@MICCAI (2022)
Dongyang Kuang, Craig Michoski, Wenting Li, Rui Guo
A Monotonicity Constrained Attention Module for Emotion Classification with Limited EEG Data. CoRR (2022)
Danial Faghihi, V. Carey, Craig Michoski, Robert Hager, Saloman Janhunen, Choong-Seock Chang, R. D. Moser
Moment preserving constrained resampling with applications to particle-in-cell methods. J. Comput. Phys. 409 (2020)
Craig Michoski, Milos Milosavljevic, Todd Oliver, David R. Hatch
Solving differential equations using deep neural networks. Neurocomputing 399 (2020)
Ali Samii, Kazbek Kazhyken, Craig Michoski, Clint Dawson
A Comparison of the Explicit and Implicit Hybridizable Discontinuous Galerkin Methods for Nonlinear Shallow Water Equations. J. Sci. Comput. 80 (3) (2019)
Craig Michoski, Milos Milosavljevic, Todd Oliver, David R. Hatch
Solving Irregular and Data-enriched Differential Equations using Deep Neural Networks. CoRR (2019)
Maximilian H. Bremer, Kazbek Kazhyken, Hartmut Kaiser, Craig Michoski, Clint Dawson
Performance Comparison of HPX Versus Traditional Parallelization Strategies for the Discontinuous Galerkin Method. J. Sci. Comput. 80 (2) (2019)
Zhao Zhang, Lei Huang, Uri Manor, Linjing Fang, Gabriele Merlo, Craig Michoski, John Cazes, Niall Gaffney
FanStore: Enabling Efficient and Scalable I/O for Distributed Deep Learning. CoRR (2018)
Craig Michoski, Alen Alexanderian, C. Paillet, Ethan J. Kubatko, Clint Dawson
Stability of Nonlinear Convection-Diffusion-Reaction Systems in Discontinuous Galerkin Methods. J. Sci. Comput. 70 (2) (2017)
Nicholas Malaya, Damon McDougall, Craig Michoski, Myoungkyu Lee, Christopher S. Simmons
Experiences Porting Scientific Applications to the Intel (KNL) Xeon Phi Platform. PEARC (2017)
Craig Michoski, Clint Dawson, Ethan J. Kubatko, Damrongsak Wirasaet, S. R. Brus, Joannes J. Westerink
A Comparison of Artificial Viscosity, Limiters, and Filters, for High Order Discontinuous Galerkin Solutions in Nonlinear Settings. J. Sci. Comput. 66 (1) (2016)
Ali Samii, Nishant Panda, Craig Michoski, Clint Dawson
A Hybridized Discontinuous Galerkin Method for the Nonlinear Korteweg-de Vries Equation. J. Sci. Comput. 68 (1) (2016)
Damrongsak Wirasaet, S. R. Brus, Craig Michoski, Ethan J. Kubatko, Joannes J. Westerink, Clint Dawson
Artificial boundary layers in discontinuous Galerkin solutions to shallow water equations in channels. J. Comput. Phys. 299 (2015)
Craig Michoski, D. Meyerson, Tobin Isaac, F. Waelbroeck
Discontinuous Galerkin methods for plasma physics in the scrape-off layer of tokamaks. J. Comput. Phys. 274 (2014)
Craig Michoski, Chris Mirabito, Clint Dawson, Damrongsak Wirasaet, Ethan J. Kubatko, Joannes J. Westerink
Adaptive hierarchic transformations for dynamically p-enriched slope-limiting over discontinuous Galerkin systems of generalized equations. J. Comput. Phys. 230 (22) (2011)
Craig Michoski, J. A. Evans, P. G. Schmitz, Alexis F. Vasseur
A discontinuous Galerkin method for viscous compressible multifluids. J. Comput. Phys. 229 (6) (2010)
Craig Michoski, J. A. Evans, P. G. Schmitz, Alexis F. Vasseur
Quantum hydrodynamics with trajectories: The nonlinear conservation form mixed/discontinuous Galerkin method with applications in chemistry. J. Comput. Phys. 228 (23) (2009)