Dr. Sai Pushpak Nandanoori is a staff research engineer at PNNL. His research interests lie in developing novel system theoretic methods and data-driven methods involving Koopman operator theory to solve challenging problems in the areas of power systems, microgrids, and cyber-physical systems.
Dr. Soumya Kundu is a Staff Research Engineer in the Optimization and Control Group at the Pacific Northwest National Laboratory. Soumya is primarily interested in solving complex engineering problems by applying tools from systems theory, control and optimization. His current research focus is...
Dr. Seemita Pal is the Team Leader for the Architecture Team in the Distributed Systems Group at Pacific Northwest National Laboratory (PNNL). Her research interests include grid cybersecurity, grid architecture, cybersecurity-focused verification and validation, power systems, and synchrophasor...
Dr. Sutanay Choudhury (PI) is a Chief Scientist at PNNL with 10+ years of experience in large-scale graph analytics and machine-learning. His research focuses on learning high-fidelity representations of structure from complex data sources and development of methods for reasoning and prediction on...
Khushbu Agarwal is a Senior Research Scientist in the Data Sciences and Machine Intelligence group at the Pacific Northwest National Laboratory. Her primary research interests are at the intersection of graph analytics, deep learning, and their applications to solving real-world application needs...
Sheng Guan is currently pursuing a Ph.D. degree from Case Western Reserve University under the supervision of Dr. Yinghui Wu. Sheng got his master’s and bachelor’s degree from Florida International University (major in computer science, 2017), The Hong Kong University of Science &Technology (major...
Dr. Yinghui Wu is an Assistant Professor in the Department of Computer and Data Sciences, Case School of Engineering at Case Western Reserve University, US, and a joint staff scientist at Pacific Northwest National Lab, US. He received his Ph.D. in Computer Science from the University of Edinburgh...
GridSTAGE (Spatio-Temporal Adversarial scenario GEneration) is a framework for the simulation of adversarial scenarios and the generation of multivariate spatio-temporal data in cyber-physical systems. GridSTAGE is developed based on Matlab and leverages Power System Toolbox (PST) where the...
Hamza is a Post Masters Research Associate at JGCRI within the Earth and Biological Sciences Directorate of PNNL. He has recently been working on the CEDS project to help develop a database of historical pollutant emissions for research and analysis. Prior to joining PNNL, Hamza completed graduate...
CMIP6 historical anthropogenic emissions data (Hoesly et al. 2018) from 1950 - 2014 processed to remove seasonality. Emission fluxes are identical for all months within each calendar year. Annual global totals are identical to the CMIP6 data release within machine precision (except for SHP sector...
This dataset is a SQL version of the Department of Energy (DOE) Public Reading Room holdings. It has been publicly available for decades. The Freedom of Information Act (FOIA) requires certain kinds of documents be made available to the public for inspection and copying. The collection includes...
Omics-LHV, West Nile Experiment WCD003 The purpose of this West Nile experiment was to obtain samples for omics analysis in mouse dendritic cell response to wild-type West Nile virus (WNV). Overall Design: Mouse dendritic cells (2 x 10^5) were treated with wild-type WNV and collected in parallel...
Omics-LHV, West Nile Experiment WCN004 The purpose of this West Nile experiment was to obtain samples for omics analysis in mouse cerebral cortex neurons in response to wild-type West Nile Virus (WNV; WNV-NY99 382) and mutant WNV-E218A (WNV-NY99 382) viral infection. Overall Design: Mouse cortical...
Omics-LHV, West Nile Experiment WGCN004 The purpose of this West Nile experiment was to obtain samples for omics analysis in primary mouse granule neuron cells infected with wild type West Nile virus (WNV-NY99 clone 382, WNVWT) and mutant virus (WNVE218A). Overall Design: Granule cell neurons from...
HDF5 file containing 10,000 hydraulic transmissivity inputs and the corresponding hydraulic pressure field outputs for a two-dimensional saturated flow model of the Hanford Site. The inputs are generated by sampling a 1,000-dimensional Kosambi-Karhunen-Loève (KKL) model of the transmissivity field...
