Homa Karimabadi

Publication Activity (10 Years)

Years Active: 2004-2020
Publications (10 Years): 2

Top Topics

Predictive Analytics

Multivariate Time Series

Unsupervised Learning

Anomaly Detection

Top Venues

Int. J. Semantic Comput.

Publications

Naveen Sai Madiraju, Homa Karimabadi
Instance Explainable Temporal Network For Multivariate Timeseries. CoRR (2020)
Naveen Sai Madiraju, Seid M. Sadat, Dimitry Fisher, Homa Karimabadi
Deep Temporal Clustering : Fully Unsupervised Learning of Time-Domain Features. CoRR (2018)
Yuri A. Omelchenko, Homa Karimabadi
Parallel asynchronous hybrid simulations of strongly inhomogeneous plasmas. WSC (2014)
Tamara B. Sipes, Steve B. Jiang, Kevin Moore, Nan Li, Homa Karimabadi, Joseph R. Barr
Anomaly Detection in Healthcare: Detecting Erroneous Treatment Plans in Time Series Radiotherapy Data. Int. J. Semantic Comput. 8 (3) (2014)
Tamara B. Sipes, Homa Karimabadi, Steve B. Jiang, Kevin Moore, Nan Li, Joseph R. Barr
Anomaly Detection in Time Series Radiotherapy Treatment Data. ICSC (2014)
Tamara B. Sipes, Natasha Balac, Homa Karimabadi, Nicole Wolter, Kenneth Nunes, Aaron Roberts
A multivariate Time Series Classification Method for Streaming Data using Temporal Metafeature Abstractions. Int. J. Semantic Comput. 7 (2) (2013)
Homa Karimabadi, Burlen Loring, Patrick O'Leary, Amitava Majumdar, Mahidhar Tatineni, Berk Geveci
In-situ visualization for global hybrid simulations. XSEDE (2013)
Natasha Balac, Tamara B. Sipes, Nicole Wolter, Kenneth Nunes, Robert S. Sinkovits, Homa Karimabadi
Large Scale predictive analytics for real-time energy management. IEEE BigData (2013)
Surendra Byna, Jerry Chi-Yuan Chou, Oliver Rübel, Prabhat, Homa Karimabadi, William S. Daughton, Vadim Roytershteyn, E. Wes Bethel, Mark Howison, Ke-Jou Hsu, Kuan-Wu Lin, Arie Shoshani, Andrew Uselton, Kesheng Wu
Parallel I/O, analysis, and visualization of a trillion particle simulation. SC (2012)
Yuri A. Omelchenko, Homa Karimabadi
HYPERS: A unidimensional asynchronous framework for multiscale hybrid simulations. J. Comput. Phys. 231 (4) (2012)
Homa Karimabadi, Burlen Loring, H. X. Vu, Yuri A. Omelchenko, Vadim Roytershteyn, William S. Daughton, Tamara B. Sipes, Mahidhar Tatineni, A. Majumdar, U. Catalyurek, A. Yilmaz
Petascale kinetic simulation of the magnetosphere. TG (2011)
Yuri A. Omelchenko, Homa Karimabadi
A time-accurate explicit multi-scale technique for gas dynamics. J. Comput. Phys. 226 (1) (2007)
Yuri A. Omelchenko, Homa Karimabadi
Self-adaptive time integration of flux-conservative equations with sources. J. Comput. Phys. 216 (1) (2006)
Yuri A. Omelchenko, Homa Karimabadi
Event-driven, hybrid particle-in-cell simulation: A new paradigm for multi-scale plasma modeling. J. Comput. Phys. 216 (1) (2006)
Kalyan S. Perumalla, Richard Fujimoto, Homa Karimabadi
Scalable Simulation of Electromagnetic Hybrid Codes. International Conference on Computational Science (2) (2006)
Yarong Tang, Kalyan S. Perumalla, Richard M. Fujimoto, Homa Karimabadi, Jonathan Driscoll, Yuri A. Omelchenko
Optimistic Simulations of Physical Systems Using Reverse Computation. Simul. 82 (1) (2006)
Kalyan S. Perumalla, Richard M. Fujimoto, Prashant J. Thakare, Santosh Pande, Homa Karimabadi, Yuri A. Omelchenko, Jonathan Driscoll
Performance prediction of large-scale parallel discrete event models of physical systems. WSC (2005)
Yarong Tang, Kalyan S. Perumalla, Richard M. Fujimoto, Homa Karimabadi, Jonathan Driscoll, Yuri A. Omelchenko
Optimistic Parallel Discrete Event Simulations of Physical Systems Using Reverse Computation. PADS (2005)
Homa Karimabadi, Jonathan Driscoll, Jagrut Dave, Yuri A. Omelchenko, Kalyan S. Perumalla, Richard Fujimoto, Nick Omidi
Parallel Discrete Event Simulations of Grid-Based Models: Asynchronous Electromagnetic Hybrid Code. PARA (2004)