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Freshley MD, G Flach, H Wainwright, M Rockhold, V Freedman, D Moulton, P Dixon, and J Morse. 2016. “Applications Using the Advanced Simulation Capability for Environmental Management Toolset.” Waste Management Symposia, March 6-10, 2016, Phoenix, Arizona.


Freedman V, C Lansing, E Porter, K Schuchardt, Z Guillen, C Sivaramakrishnan, and I Gorton. 2015. “A collaborative extensible user environment for simulation and knowledge management.” In 2015 International Conference on Collaboration Technologies and Systems (CTS), pp. 280-286. June 1-5, 2015, Atlanta, Georgia. DOI: 10.1109/CTS.2015.7210435.

Freedman VL, DA Agarwal, K Bensema, SA Finsterle, CW Gable, DR Harp, H Krishnan, CS Lansing, TA Miller, WAM Moeglein, G Pau, EA Porter, A Romosan, KL Schuchardt, L Short, and VV Vesselinov. 2015. “Akuna: An Open Source and High-performance Workflow System for Subsurface Simulation.” In MODFLOW and More 2015: Modeling a Complex World, May 31-June 3, 2015, Colorado School of Mines, Golden, Colorado

Freshley M, V Freedman, M Rockhold, G Flach, P Dixon, R Seitz, E Barker, and P Lee. 2015. “Enhancing Performance Assessments Using the ASCEM Toolset.” In Waste Management Symposia (WM2015), March 15-19, 2015, Phoenix, Arizona. Available at:

Scott MJ, DS Daly, JE Hathaway, CS Lansing, Y Liu, HC McJeon, RH Moss, PL Patel, MJ Peterson, JS Rice, and Y Zhou. 2015. “Calculating Impacts of Energy Standards on Energy Demand in U.S. Buildings with Uncertainty in an Integrated Assessment Model.” Energy 90(Part 2):1682-1694. DOI: 10.1016/

Thomas M, K Kleese van Dam, MJ Marshall, A Kuprat, J Carson, C Lansing, Z Guillen, E Miller, I Lanekoff, and J Laskin. 2015. “Towards Adaptive, Streaming Analysis of X-ray Tomography Data.” Synchrotron Radiation News 28(2):10-14. DOI: 10.1080/08940886.2015.1013414.

White S, S Purohit, and L Boyd. 2015. “Using GTO-Velo to Facilitate Communication and Sharing of Simulation Results in Support of the Geothermal Technologies Office Code Comparison Study.” In Proceedings of 40th Workshop on Geothermal Reservoir Engineering, Stanford University, SGP-TR-2014. January 26-28, 2015, Stanford, California. Available at:


Agarwal K, P Sharma, J Ma, C Lo, I Gorton, and Y Liu. 2014. “Reveal: An Extensible Reduced-Order Model Builder for Simulation And Modeling.” Computing in Science & Engineering 16(2):44-53. DOI: 10.1109/MCSE.2013.46.

Freedman VL, X Chen, S Finsterle, MD Freshley, I Gorton, LJ Gosink, EH Keating, CS Lansing, WAM Moeglein, CJ Murray, GSH Pau, E Porter, S Purohit, M Rockhold, KL Schuchardt, C Sivaramakrishnan, VV Vessilinov, 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.

Kleese van Dam K, C Lansing, T Elsethagen, J Hathaway, Z Guillen, J Dirks, D Skorski, E Stephan, W Gorrissen, I Gorton, and Y Liu. 2014. “Nationwide buildings energy research enabled through an integrated data intensive.” Building Simulation 7(4):335-343. DOI: 10.1007/s12273-014-0171-x.

Pagh RT, PJ Dimmerling, ZC Guillen, JR Hoyt, KD Jarman, WJ Kernan, BA Reichmuth, KS Rohlfing, JE Schweppe, LH Sego, JM Shergur, ER Siciliano, and ML Woodring. 2014. DNDO Analysis Cell Concept. PNNL-23200, Pacific Northwest National Laboratory, Richland, Washington.

Schuchardt KL, DA Agarwal, SA Finsterle, CW Gable, I Gorton, LJ Gosink, EH Keating, CS Lansing, J Meyer, WAM Moeglein, GSH Pau, EA Porter, S Purohit, ML Rockhold, A Shoshani, and C Sivaramakrishnan. 2014. “Akuna–Integrated Toolsets Supporting Advanced Subsurface Flow and Transport Simulations for Environmental Management.” In XIX International Conference on Computational Methods in Water Resources (CMWR 2012), University of Illinois at Urbana-Champaign, June 17-22, 2012. Lawrence Berkeley National Laboratory, LBNL Paper LBNL-6512E. Available at:


Gorton I. 2013. “Cyber Dumpster Diving: Creating New Software Systems for Less.” IEEE Software 30(1): 9-13. DOI: 10.1109/MS.2013.5.

Gorton I, Y Liu, C Lansing, T Elsethagen, and K Kleese van Dam. 2013. “Build Less Code, Deliver More Science: An Experience Report on Composing Scientific Environments using Component-based and Commodity Software Platforms.” In Proceedings of the 16th International ACM Sigsoft Symposium on Component-based Software Engineering (CBSE ’13), pp. 159-168. June 17-21, 2013, Vancouver, Canada. DOI: 10.1145/2465449.2465460.

Lu S, Y Liu, and D Meng. 2013. “Towards a Collaborative Simulation Platform for Renewable Energy Systems.” In 2013 IEEE Ninth World Congress on Services (SERVICES), pp. 9-12. June 28-July 3, 2013, Santa Clara, California. DOI: 10.1109/SERVICES.2013.31.

Scheibe TD, MD White, SK White, C Sivaramakrishnan, S Purohit, GD Black, R Podgorney, LW Boyd, and BR Phillips. 2013. “Simulation of Enhanced Geothermal Systems: A Benchmarking and Code Intercomparison Study.” In MODFLOW and More 2013: Translating Science into Practice, June 2-5, 2013, Integrated Ground Water Modeling Center, Golden, Colorado.

White SK, LJ Gosink, C Sivaramakrishnan, GD Black, S Purohit, DH Bacon, Z Hou, G Lin, I Gorton, and AHR Bonneville. 2013. “Implementations of a Flexible Framework for Managing Geologic Sequestration Modeling Projects.” Energy Procedia 37:3971-3979. DOI: 10.1016/j.egypro.2013.06.296.


Gorton I, C Sivaramakrishnan, G Black, S White, S Purohit, C Lansing, M Madison, K Schuchardt, and Y Liu. 2012. “Velo: a knowledge-management framework for modeling and simulation.” Computing in Science & Engineering 14(2):12-23. DOI: 10.1109/MCSE.2011.116.

Kleese van Dam K, J Carson, A Corrigan, D Einstein, Z Guillen, B Heath, A Kuprat, I Lanekoff, C Lansing, J Laskin, D Li, Y Liu, M Marshall, E Miller, G Orr, PP da Silva, S Ryu, C Szymanski, and M Thomas. 2012. “Velo and REXAN—Integrated data management and high speed analysis for experimental facilities.” In 2012 IEEE 8th International Conference on E-Science (e-Science), pp. 1-9. October 8-12, 2012, Chicago, Illinois. DOI: 10.1109/eScience.2012.6404463.


Bonneville AHR, GD Black, I Gorton, PSY Hui, EM Murphy, CJ Murray, ML Rockhold, KL Schuchardt, C Sivaramakrishnan, MD White, MD Williams, and SK Wurstner. 2011. “Geologic Sequestration Software Suite (GS3): A collaborative approach to the management of geological GHG storage projects.” Energy Procedia 4:825-3832. DOI: 10.1016/j.egypro.2011.02.318.

Gorton I, C Sivaramakrishnan, G Black, S White, S Purohit, M Madison, and K Schuchardt. 2011. “Velo: riding the knowledge management wave for simulation and modeling.” In Proceedings of the 4th International Workshop on Software Engineering for Computational Science and Engineering (SECSE '11), pp. 32-40. May 21-28, 2011, Honolulu, Hawaii. DOI: 10.1145/1985782.1985788.

Lansing C, Y Liu, J Yin, A Corrigan, Z Guillen, K Kleese van Dam, and I Gorton. 2011. “Designing the cloud-based DOE systems biology knowledgebase.” In 2011 IEEE International Symposium on Parallel and Distributed Processing Workshops and Phd Forum (IPDPSW), pp. 1062-1071. May 16-20, 2011, Shanghai, China. DOI: 10.1109/IPDPS.2011.261.

Lee HB. 2011. A Survey of Existing V&V, UQ and M&S Data and Knowledge Bases in Support of the Nuclear Energy–Knowledge Base for Advanced Modeling and Simulation (NE-KAMS). INL/EXT-11-24275, Idaho National Laboratory, Idaho Falls, Idaho. Available at:

West CL and SJ Kreyling. 2011. Law Enforcement Technology Roadmap: Lessons to Date from the Northwest Technology Desk and the Northwest FADE Pilots. PNNL-20314, Pacific Northwest National Laboratory, Richland, Washington. Available at:


Gorton I, GD Black, KL Schuchardt, C Sivaramakrishnan, SK Wurstner, and P Hui. 2010. “GS3: A Knowledge Management Architecture for Collaborative Geologic Sequestration Modeling.” In Proceedings of the 43rd Hawaii International Conference on System Sciences (HICSS 2010), pp. 1-10. January 5-8, 2010, Honolulu, Hawaii. DOI: 10.1109/HICSS.2010.217.


North CL, A Endert, CP Andrews, and GA Fink. 2009. The Visualization Pipeline is Broken. PNNL-SA-65619, Pacific Northwest National Laboratory, Richland, Washington. Available at:




Computing Research at PNNL