======Publications======

=====Books=====
  - Bogdan, P., and R. Marculescu (2015), "From Physical Processes to Theoretical Foundations of Cyber-Physical Systems Design and Optimization," in //Principles of Cyber-Physical Systems//, S. Roy and S. Das (eds.), Cambridge University Press: New York.
  - Hodges, B.R., and F. Liu (2014), "Rivers and electrical networks: Crossing disciplines in modeling and simulation," Now Publishers Inc. 134 pgs. ISBN: 978-1601987723.  Available at http://amzn.to/1qcujU3

=====Journal Papers=====

  - D.S. Rivas, M.A. Somos-Valenzuela, D.C. McKinney, and B.R. Hodges, “Predicting outflow induced by dam moraine failure in glacial lakes: the Lake Palcacocha case from an uncertainty perspective,” Natural Hazards and Earth Systems Science, 15:6:1163-1179. http://dx.doi.org/10.5194/nhess-15-1163-2015
  - B.R. Hodges, “Representing hydrodynamically-important blocking features in coastal or riverine lidar topography,” Natural Hazards and Earth System Sciences, 15:5:1011-1023, May 2015. http://dx.doi.org/10.5194/nhess-15-1011-2015
  - K. Kumpf, S. Blumsack, G. Young and J. Brownson, “Portfolio Evaluation of Distributed Solar Photovoltaic Sites,” Solar Energy 119 (Sep 2015), pp. 277-285.
  - M. Shahriari, S. Blumsack, G. Young, “Comparing Decision Rules for Siting Interconnected Wind Turbines,” under review at Wind Energy.
  - M. Shahriari, S. Blumsack, “Scaling of Optimal Variable Energy Investment Over Space and Time,” in preparation, preliminary version submitted to arXiv.org.
  - Hodges, B.R.  (2014), “A new approach to the local time stepping problem for scalar transport,” Ocean Modelling, 77:1-19. http://dx.doi.org/10.1016/j.ocemod.2014.02.007


=====Conference Papers=====

  - Y. Xue, S. Rodriguez and P. Bogdan, "A spatio-temporal fractal model for a CPS approach to brain-machine-body interfaces," 2016 Design, Automation & Test in Europe Conference & Exhibition (DATE), Dresden, 2016, pp. 642-647.
  - Y. Xue and P. Bogdan, “Improving NoC Performance under Spatio-Temporal Variability By Runtime Reconfiguration: A General Mathematical Framework” to appear in the Proceedings of the 2016 International Symposium on Networks-on-Chip (NOCS), Japan, 2016
  - Z. Qian, P. Bogdan, C.-Y. Tsui, and R. Marculescu. 2016. Performance Evaluation of NoC-Based Multicore Systems: From Traffic Analysis to NoC Latency Modeling. ACM Trans. Des. Autom. Electron. Syst. 21, 3, Article 52 (May 2016), 38 pages.
  - P. Bogdan and Y. Xue. 2015. Mathematical Models and Control Algorithms for Dynamic Optimization of Multicore Platforms: A Complex Dynamics Approach. In Proceedings of the IEEE/ACM International Conference on Computer-Aided Design (ICCAD '15).
  - P. Bogdan, S. Garg and U. Y. Ogras, "Energy-efficient computing from systems-on-chip to micro-server and data centers," Green Computing Conference and Sustainable Computing Conference (IGSC), 2015 Sixth International, Las Vegas, NV, 2015, pp. 1-6. doi: 10.1109/IGCC.2015.7393686
  - C. Lo, K. Bhardwaj and R. Marculescu. “An Autonomous and Adaptive Bacteria-based Drug Delivery System”. Paper Accepted in 3rd ACM International Conference on Nanoscale Computing and Communication (NanoCOM 2016), New York USA, Sept 28-30, 2016.
  - D. Marculescu, R. Marculescu, P. Bogdan, “Towards a Holistic Modeling of River Networks,” special session, in INFORMS Annual Meeting, Philadelphia, PA, Nov. 2015.
  - D. Marculescu, “Sustainability in Computing and Beyond: A journey from nature-inspired computing to nature and back,” invited presentation for the LEAP@CMU program, June 22, 2016.
  - E. Cai, D. Stamoulis, D. Marculescu, “Exploring Aging Deceleration in FinFET-Based Multi-Core Systems,” in Proc. of the IEEE/ACM Intl. Conference on Computer-Aided Design (ICCAD), Austin, TX, Nov. 2016.
  - C.W. Yu, B.R. Hodges, and F. Liu, “River geometry challenges for large-scale dynamic river modeling,” American Geophysical Union Fall Meeting, San Francisco,  Abstract H43A-1466, 14-18 December 2015. http://fallmeeting.agu.org/2015/scientific-program, https://agu.confex.com/agu/fm15/meetingapp.cgi/Paper/82425
  - F. Liu, and B.R. Hodges, “Interoperability of River Network Models,” Data Flow: Grand Challenges in Water Systems Modeling, Data Management, and Integration. Baton Rouge Louisiana, May 9-10, 2016.  https://water.lsu.edu/Agenda/
  - X. Zheng, C.W. Yu, C. Fagan, H. Evans, D. Maidment, P. Passalacqua, B.R. Hodges;  “Real-Time Flood Inundation Mapping for Travis County, Texas.” American Water Resources Association, 2016 Summer Specialty Conference, GIS and Water Resources IX, Sacramento, California, July 11-16, 2016. http://www.awra.org/meetings/Sacramento2016/, http://www.awra.org/meetings/Sacramento2016/doc/PP/Sess%2014%20abs.pdf
  - S. Blumsack, “Portfolio Measures for Variable Power Generation,” presentation to the National Renewable Energy Laboratory, September 2015
  - S. Blumsack, “Portfolio Analysis of Renewable Energies,” presented at the annual meeting of the US Association of Energy Economics, October 2015.
  - S. Blumsack, “Power and Revenue Variance Decomposition for Variable Power Generation,” INFORMS Annual Meeting, Nov. 2015.
  - D. Marculescu, R. Marculescu, P. Bogdan, "Towards A Holistic Modeling of River Networks," INFORMS Annual Meeting, Nov. 2015. 
  - P. Bogdan and Y. Xue, “Mathematical Models and Control Algorithms for Dynamic Optimization of Multicore Platforms: A Complex Dynamics Approach,” (Invited Paper), in Proceedings of International Conference on Computer Aided Design (ICCAD), Nov. 2015.
  - M. Shahriari and S. Blumsack,”Portfolio Analysis of Renewable Energies,” Annual meeting of the US Association of Energy Economics, October 2015.
  - P. Bogdan, “Mathematical Modeling and Control of Multifractal Workloads for Data-Center-on-a-Chip Optimization,” in Proceedings of the International Symposium on Networks-on-Chip (NOCS), Vancouver, Canada, September  2015.
  - Y. Xue and P. Bogdan, “User Cooperation Network Coding Approach for NoC Performance Improvement,” in Proceedings of the International Symposium on Networks-on-Chip (NOCS), Vancouver, Canada, September  2015.
  - B.R. Hodges, and R. Li, “Translating fine-scale topography into practical coarse-scale hydrodynamic models of braided rivers and deltas” 36th International Association for Hydraulic Research World Congress (IAHR 2015), The Hague, Netherlands, June 28 – July 3, 2015.
  - N.A. Ruhi and P. Bogdan, “Multiscale Modeling of Biological Communication,” in the Proceedings of the IEEE International Conference on Communications (ICC), London, UK, June 2015.
  - A. Hijar, B.R. Hodges, F. Liu, and K. Kim, “Reliable river cross-section approximation for river network simulations” World Environmental & Water Resources Conference, Austin, Texas, May 17-21, 2015.
  - K. Bhardwaj and R. Marculescu. 2015. Network-based Modeling and Analysis of Cloud Fraction and Precipitation: A case study for the Ohio River Basin. In Proceedings of the 1st ACM International Workshop on Cyber-Physical Systems for Smart Water Networks (CySWater'15). ACM, New York, NY, USA, , Article 12 , 6 pages. DOI=10.1145/2738935.2738947 http://doi.acm.org/10.1145/2738935.2738947
  - B.R. Hodges, F. Liu, and A. Hijar Santibanez, “Saint-Venant modeling for large river basins – challenges and data needs.” 10th Joint Federal Interagency Sedimentation Conference and 5th Federal Interagency Hydrologic Modeling Conference (SEDHYD 2015), Reno, Nevada, April 19-23, 2015.
  - P. Bogdan, “A Cyber-Physical Systems Approach to Personalized Medicine: Challenges and Opportunities for NoC-based Multicore Platforms,” Proceedings of the 2015 Design, Automation and Test in Europe Conference and Exhibition (DATE), Grenoble, France, 2015.
  - T. Majumder, X. Li, P. Bogdan, and P. Pande, “NoC-enabled Multicore Architectures for Stochastic Analysis of Biomolecular Reactions,” Proceedings of the 2015 Design, Automation and Test in Europe Conference and Exhibition (DATE), Grenoble, France, 2015. 
  - S. Blumsack, “Some Dynamics on Energy Networks,” presentation at the Santa Fe Institute, December 2014.
  - Liu, F. and B.R. Hodges (2014), “Integrating an open source dynamic river model in hydrology modeling frameworks,” Geophysical Research Abstracts, Vol. 16, EGU2014-15822, presented at the European Geosciences Union General Assembly, Vienna, Austria, April 27-May 2, 2014.
  - Hodges, B.R. and F. Liu (2014). “River modeling – keeping it physical for river basins,” in eds. M. Toffolon and S. Piccolroz, Proceedings of the 17th Workshop on Physical Processes in Natural Waters (PPNW2014), Trento (Italy), July 1-4, 2014. pp. 44-45. http://eprints.biblio.unitn.it/4293/
  - Hodges, B.R. (2014). “Using mass transport instead of concentration transport for coupled physics/ecosystem models.”  in eds. M. Toffolon and S. Piccolroz, Proceedings of the 17th Workshop on Physical Processes in Natural Waters (PPNW2014), Trento (Italy), July 1-4, 2014. pp. 42-43. University of Trento, Italy, http://eprints.biblio.unitn.it/4293/

=====Technical Reports=====

  - Kim, J. and D. Marculescu (2015), "AR-based River Forecasting," CMU Technical Report, 2015.
  - Kotwal, A. and D. Marculescu (2014), "Faster than Real-­‐Time Modeling of River Networks using Boolean Inference," CMU Technical Report, June 2014.
  - Ranjan, P., A. Kotwal, D. Marculescu (2014), "Inferring Boolean Functions for Dynamical System Modeling," CMU Technical Report, June 2014.

=====Theses=====

  - Hijar Santibanez, A.R. (2015), Evaluating river cross section geometry for a hydraulic river routing model: Guadalupe and San Antonio River Basins.  M.S. Thesis, Department of Civil, Architectural, and Environmental Engineering, University of Texas at Austin, 71 pgs.