User profiles for Chad Steed

Chad A. Steed

Oak Ridge National Laboratory
Verified email at acm.org
Cited by 1169

[HTML][HTML] Big data and deep data in scanning and electron microscopies: deriving functionality from multidimensional data sets

A Belianinov, R Vasudevan, E Strelcov, C Steed… - Advanced Structural and …, 2015 - Springer
The development of electron and scanning probe microscopies in the second half of the
twentieth century has produced spectacular images of the internal structure and composition of …

Big data visual analytics for exploratory earth system simulation analysis

CA Steed, DM Ricciuto, G Shipman, B Smith… - Computers & …, 2013 - Elsevier
Rapid increases in high performance computing are feeding the development of larger and
more complex data sets in climate research, which sets the stage for so-called “big data” …

Situ: Identifying and explaining suspicious behavior in networks

JR Goodall, ED Ragan, CA Steed… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
Despite the best efforts of cyber security analysts, networked computing assets are routinely
compromised, resulting in the loss of intellectual property, the disclosure of state secrets, …

Falcon: Visual analysis of large, irregularly sampled, and multivariate time series data in additive manufacturing

CA Steed, W Halsey, R Dehoff, SL Yoder, V Paquit… - Computers & …, 2017 - Elsevier
Flexible visual analysis of long, high-resolution, and irregularly sampled time series data
from multiple sensor streams is a challenge in several domains. In the field of additive …

Immersive visualization for materials science data analysis using the Oculus Rift

M Drouhard, CA Steed, S Hahn… - … conference on big …, 2015 - ieeexplore.ieee.org
In this paper, we propose strategies and objectives for immersive data visualization with
applications in materials science using the Oculus Rift virtual reality headset. We provide …

Ultrascale visualization of climate data

…, R Miller, DR Pugmire, B Smith, C Steed… - Computer, 2013 - ieeexplore.ieee.org
Steed et al., “Practical Application of Parallel Coordinates for Climate Model Analysis,”
Proc. Int’l Conf. Computational Science (ICCS 12), Elsevier, 2012, pp. … Pugmire, pugmire@ornl.gov; …

Verification of compartmental epidemiological models using metamorphic testing, model checking and visual analytics

A Ramanathan, CA Steed… - 2012 ASE/IEEE …, 2012 - ieeexplore.ieee.org
Compartmental models in epidemiology are widely used as a means to model disease spread
mechanisms and understand how one can best control the disease in case an outbreak …

A functional test platform for the community land model

D Wang, Y Xu, P Thornton, A King, C Steed… - … Modelling & Software, 2014 - Elsevier
The realistic representation of key biogeophysical and biogeochemical functions is the
fundamental of process-based ecosystem models. A functional test platform is designed to create …

Guided analysis of hurricane trends using statistical processes integrated with interactive parallel coordinates

CA Steed, JE Swan, TJ Jankun-Kelly… - … IEEE symposium on …, 2009 - ieeexplore.ieee.org
This paper demonstrates the promise of augmenting interactive multivariate representations
with information from statistical processes in the domain of weather data analysis. Statistical …

[HTML][HTML] Deep data analytics for genetic engineering of diatoms linking genotype to phenotype via machine learning

…, KA Hausladen, PK Urbanowicz, CA Steed… - npj Computational …, 2019 - nature.com
Genome engineering for materials synthesis is a promising avenue for manufacturing
materials with unique properties under ambient conditions. Biomineralization in diatoms, …