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PNNL has published hundreds of journal articles, conference papers, and technical reports in various fields related to analytics. This collection illustrates the most recent work in visual analytics, large-scale analytics, and high-performance computing, where PNNL researchers continue to drive innovative thinking and novel applications.

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Ciraci S, JC Fuller, JA Daily, A Makhmalbaf, and CD Callahan, II. 2014. A Runtime Verification Framework for Control System Simulation. In IEEE COMPSAC 2014. IEEE COMPSAC, CHICAGO, IL.

Coleman AM, J Abodeely, R Skaggs, WAM Moeglein, DT Newby, ER Venteris, and MS Wigmosta. 2014. An Integrated Assessment of Location-Dependent Scaling for Microalgae Biofuel Production Facilities. Algal Research 5:79-94. doi: 10.1016/j.algal.2014.05.008

Corley CD, LL Pullum, DM Hartley, CM Benedum, CF Noonan, PM Rabinowitz, and MJ Lancaster. 2014. Disease Prediction Models and Operational Readiness.PLoS One 9(3):Article No. e91989. doi: 10.1371/journal.pone.0091989

Endert A, SH Hossain, N Ramakrishnan, C North, P Fiaux, and C Andrews. 2014. The Human is the Loop: New Directions for Visual Analytics. Journal of Intelligent Information Systems doi: 10.1007/s10844-014-0304-9

Freedman VL, X Chen, SA Finsterle, MD Freshley, I Gorton, LJ Gosink, E Keating, C Lansing, WAM Moeglein, CJ Murray, GSH Pau, EA Porter, S Purohit, ML Rockhold, KL Schuchardt, C Sivaramakrishnan, VV Vesselinov, and SR Waichler. 2014. A high-performance workflow system for subsurface simulation. Environmental Modelling & Software 55:176-189. doi: 10.1016/j.envsoft.2014.01.030

Greitzer FL, LJ Kangas, CF Noonan, CR Brown, and TA Ferryman. 2014. Psychosocial Modeling of Insider Threat Risk Based on Behavioral and Word Use Analysis. e-Service Journal 9(1):106-138. doi: 10.1353/esj.2013.0003

Kleese van Dam K, CS Lansing, TO Elsethagen, JE Hathaway, ZC Guillen, JA Dirks, DC Skorski, EG Stephan, WJ Gorrissen, I Gorton, and Y Liu. 2014. Nationwide Buildings Energy Research enabled through an integrated Data Intensive Scientific Workflow and Advanced Analysis Environment. Building Simulation 7(4):335-343. doi: 10.1007/s12273-014-0171-x

Kraucunas IP, LE Clarke, JA Dirks, JE Hathaway, MI Hejazi, KA Hibbard, M Huang, C Jin, MCW Kintner-Meyer, K Kleese van Dam, LYR Leung, H Li, RH Moss, MJ Peterson, JS Rice, MJ Scott, AM Thomson, N Voisin, and TO West. 2014. Investigating the Nexus of Climate, Energy, Water, and Land at Decision-Relevant Scales: The Platform for Regional Integrated Modeling and Analysis (PRIMA). Climatic Change. doi:10.1007/s10584-014-1064-9

Lanekoff IT, M Thomas, and J Laskin. 2014. Shotgun Approach for Quantitative Imaging of Phospholipids Using Nanospray Desorption Electrospray Ionization Mass Spectrometry . Analytical Chemistry 86(3):1872-1880. doi:10.1021/ac403931r

Lu H, A Kalyanaraman, M Halappanavar, and S Choudhury. 2014. Parallel Heuristics for Scalable Community Detection. In 28th IEEE International Parallel & Distributed Processing Symposium Workshops (IPDPS 2014), May 19-23, 2014, Phoenix, Arizona, pp. 1374-1385. IEEE Computer Society, Los Alamitos, CA.

Medasani B, Z Ovanesyan, DG Thomas, ML Sushko, and M Marucho. 2014. Ionic Asymmetry and Solvent Excluded Volume Effects on Spherical Electric Double Layers: A Density Functional Approach. Journal of Chemical Physics 140(20):Article No. 204510. doi: 10.1063/1.4876002

Merkley ED, S Rysavy, A Kahraman, RP Hafen, V Daggett, and JN Adkins. 2014. Distance Restraints from Crosslinking Mass Spectrometry: Mining a Molecular Dynamics Simulation Database to Evaluate Lysine-Lysine Distances. Protein Science 23(6):747-759. doi:10.1002/pro.2458

Wood LS, JA Daily, MJ Henry, BJ Palmer, KL Schuchardt, DA Dazlich, RP Heikes, and D Randall. 2014. A Global Climate Model Agent for High Spatial and Temporal Resolution Data. International Journal of High Performance Computing Applications. doi: 10.1177/1094342013518808

Wong PC, Z Huang, Y Chen, PS Mackey, and S Jin. 2014. Visual Analytics for Power Grid Contingency Analysis. IEEE Computer Graphics and Applications 34(1):42-51. doi:0.1109/MCG.2014.17

Zhou Y, LE Clarke, J Eom, GP Kyle, PL Patel, SH Kim, JA Dirks, EA Jensen, Y Liu, JS Rice, LC Schmidt, and TE Seiple. 2014. Modeling the effect of climate change on U.S. state-level buildings energy demands in an integrated assessment framework. Applied Energy 113:1077-1088. doi:10.1016/j.apenergy.2013.08.034

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