IGERT Smart Grid

Journal Papers

Bongard, J. (2015). Using robots to investigate the evolution of adaptive behavior. Current Opinion in Behavioral Sciences, 6, 168-173. DOI: 10.1016/j.cobeha.2015.11.008

Buckingham, D., Skalka, C., & Bongard, J. (2015). Inductive machine learning for improved estimation of catchment-scale snow water equivalent. Journal of Hydrology, 524, 311-325. DOI: 10.1016/j.jhydrol.2015.02.042

Cody, E. M., Reagan, A. J., Mitchell, L., Dodds, P. S., & Danforth, C. M. (2015). Climate change sentiment on Twitter: An unsolicited public opinion poll. PLoS ONE, 10(8), e0136092. DOI: 10.1371/journal.pone.0136092

Cody, E. M., Stephens, J. C., Bagrow, J. P, Dodds, P. S., & Danforth, C. M. (2016). Transitions in Climate and Energy Discourse Between Hurricanes Katrina and Sandy. Journal of Environmental Studies and Science. DOI: 10.1007/s13412-016-0391-8

Dodds, P. S., Clark, E., Desu, S., Frank, M. R., Reagan, A., Williams, J. R., Mitchell, L., Harris, K.D., Kloumann, I. M., Bagrow, J. P., Megerdoomian, K., McMahon, M. T., Tivnan, B. F., & Danforth, C. M. (2015). Human Language Reveals a Universal Positivity Bias. Proceedings of the National Academy of Sciences, 112(8), 2389-2394. DOI: 10.1073/pnas.1411678112

Dowds, J., Hines, P. D. H., Ryan, T., Buchanan, W., Kirby, E., Apt, J., & Jaramillo, P. (2015). A Review of Large-Scale Wind Integration Studies. Renewable and Sustainable Energy Reviews, 49, 768–794. DOI:10.1016/j.rser.2015.04.134

Erazo, K. & Hernandez, E. M. (2015). Uncertainty quantification of state estimation in nonlinear structural systems with application to seismic response in buildings. ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems Part A: Civil Engineering, B5015001. DOI:10.1061/AJRUA6.0000837

Fernandez, L., Koliba, C., Cheung, K., Zia, A., Jones, C., & Solomon, R. (2015). Using System Dynamics Modeling to Project Critical Care Pathways Populations and Costs for End Stage Renal Disease (ESRD): US Population to 2020. Journal of Health Economics and Outcomes Research, 3(1), 24-33.

Gaalema, D. E., Cutler, A. Y., Higgins, S. T., & Ades, P. A. (2015). Smoking and cardiac rehabilitation participation: Associations with referral, attendance and adherence. Preventive Medicine, 80, 67-74. DOI: 10.1016/j.ypmed.2015.04.00

Gaalema, D. E., Miller, M. E., & Tidey, J. W. (2015). Predicted impact of nicotine reduction on smokers with affective disorders. Tobacco Regulatory Science, 1(2), 154-165.

Gaalema, D. E., Savage, P., Rengo, J., Cutler, A. Y., Ades, P. A., & Higgins, S. T. (In press). Financial incentives to promote cardiac rehabilitation participation and adherence among medicaid patients. Preventive Medicine. DOI: 10.1016/j.ypmed.2015.11.032

Green, A. M. & Marshall, J. S. (2015). Structure and dynamics of bounded vortex flows with different nozzle impingement heights. ASME Journal of Fluids Engineering, 137, 101202. DOI: 10.1115/1.4030485

Grover, D., Savidge, C. R., Townsend, L., Rosario, O., Hu, L., Rizzo, D. M. & Dewoolkar, M. M. (2016). Surface Permeability of Natural and Engineered Porous Building Materials. Construction and Building Materials, 112, 1088-1100. DOI: 10.1016/j.conbuildmat.2016.02.193

Guilbert, J. Betts, A. K., Rizzo, D. M., Beckage, B., & Bomblies, A. (2015). Characterization of increased persistence and intensity of precipitation in Northeastern United States. Geophysical Research Letters, 42(6), 1888-1893. DOI: 10.1002/2015GL063124

Hanley, J. P., Jackson, E., Morrissey, L. A., Rizzo, D. M., Sprague, B. L., Sarkar, I. N., & Carr, F. E.  (2015). Geospatial and Temporal Analysis of Thyroid Cancer Incidence in a Rural Population. Thyroid, 25(7), 812-822. DOI: 10.1089/thy.2015.0039

Hernandez, E. M. (2015). Identification of localized structural damage from highly incomplete modal information: theory and experiments. ASCE Journal of Engineering Mechanics, 142(2), 04015075. DOI: 10.1061/(ASCE)EM.1943-7889.0000983

Hernandez, E. M. & Polanco, N. R. (2016). A lower bound for the variance of frequency and damping ratio identified from noisy vibration measurements. Journal of Structural Control and Health Monitoring, 23(1), 5–19. DOI: 10.1002/stc.1757

Higgins S. T., Kurti, A. N., Redner, R., White, T. J., Keith, D. R., Gaalema, D. E., Stanton, C. A., Roberts, M. E., Doogan, N. J., & Priest, J. F. (2016) Co-occurring risk factors for current cigarette smoking in a U.S. nationally representative sample. Preventive Medicine. DOI: 10.1016/j.ypmed.2016.02.025

Higgins, S. T., Kurti, A. N., Redner, R., White, T. J., Gaalema, D. E., Roberts, M. E., Doogan, N. J., Tidey, J. W., Miller, M. E., Stanton, C. A., & Henningfield, J. E. (2015). A literature review on prevalence of gender differences and intersections with other vulnerabilities to tobacco use in the United States, 2004-2014. Preventive Medicine, 80, 89-100. DOI: 10.1016/j.ypmed.2015.06.009

James, T. A., Kreiger, L., Zia, A., Gaalema, D., & Jones, C. A. (Accepted). A practical framework for incentive-based cancer prevention. Population Health Management.

Lester, G., & Pinder, G. (2016). Transport of solute from a fine-grained unit to a coarse-grained host under pulsed-pumping fluid dynamics: an experimental investigation. Transport in Porous Media, 112(3), 737-748. DOI: 10.1007/s11242-016-0673-3

Lodh, N., Rizzo, D. M., Kerans, B. L., McGinnis, S., Fytilis, N., & Stevens, L. (2015). If you’ve seen one worm, have you seen them all? Spatial, community and genetic variability of tubificid communities in Montana. Journal of Freshwater Science, 34(3), 909-917. DOI: 10.1086/682567

Louisos, W. F., Hitt, D. L., & Danforth, C. M. (2015). Chaotic Natural Convection in a Toroidal Thermosyphon with Heat Flux Boundaries. International Journal of Heat and Mass Transfer. 88, 492-507. DOI: 10.1016/j.ijheatmasstransfer.2015.04.060

Ma, D., Green, A. M., Willsey, G. G., Marshall, J. S., Wargo, M. J. & Wu, J. R. (2015). Effects of acoustic streaming from moderate-intensity pulsed ultrasound for enhancing biofilm mitigation effectiveness of drug-loaded liposomes. Journal of the Acoustical Society of America, 138(2), 1043-1051. DOI: 10.1121/1.4927413

Marshall, J. S. & Wu, J. R. (2015). Acoustic streaming, fluid mixing, and particle transport by a Gaussian ultrasound beam in a cylindrical container. Physics of Fluids, 27, 103601.  DOI: 10.1063/1.4932232

McAndrew, T. C., Danforth, C. M., & Bagrow, J. P. (2015). Robustness of Spatial Micronetworks. Physical Review E, 91, 042813. DOI: 10.1103/PhysRevE.91.042813

Montague, J. A., & Pinder, G. F. (2015). Potential of hydraulically induced fractures to communicate with existing wellbores. Water Resources Research, 51, 8303-8315. DOI: 10.1002/2014WR016771

Nassar, I., Wang, J., Weller, T., & Frolik, J. (2015). A high-efficiency, miniaturized sensor node with 3-D machined-substrate antennas for embedded wireless monitoring. IEEE Sensors Journal, 15(9), 5036-5044. DOI: 10.1109/JSEN.2015.2432807

Novak, D., Koliba, C., Zia, A., & Tucker, D. (2015). Evaluating the Outcomes Associated with an Innovative Change in a State-Level Transportation Project Prioritization Process: A Case Study of Vermont.  Transport Policy, 42, 130-143. DOI:10.1016/j.tranpol.2015.05.021

Oughstun, K. E. (2015). Optimal pulse penetration in Lorentz-model dielectrics using the Sommerfeld and Brillouin precursors. Optics Express, 23(20), 26604-26616. DOI: 10.1364/OE.23.026604

Pechenick, E. A., Danforth, C. M., & Dodds, P. S. (2015). Characterizing the Google Books Corpus: Strong limits to inferences of socio-cultural & linguistic evolution. PLoS ONE, 10(10), e0137041. DOI: 10.1371/journal.pone.0137041

Peraki, M. , Ghazanfari, E., Pinder, G., & Harrington T. (2016). Electrodialysis: An application for the environmental protection in shale-gas extraction. Separation and Purification Technology, 161, 96-103. DOI: 10.1016/j.seppur.2016.01.040

Peterson, T. R., Stephens, J. C., & Wilson, E. J. (2015). Public Perception of and Engagement with Emerging Low-Carbon Energy Technologies: A Literature Review. MRS Energy and Sustainability. 2(11), 1-14. DOI:10.1557/mre.2015.12

Roberts, M. E., Doogan, N. J., Stanton, C. A., Gaalema, D. E., Kurti, A. N., Redner, R., White, T. J., & Higgins, S. T. (In press). Rural tobacco use across the United States: How rural and urban areas differ, broken down by census regions and divisions. Health and Place.

Saunders, D. C. & Marshall, J. S. (2015). Vorticity reconnection during vortex cutting by a blade. Journal of Fluid Mechanics, 782, 37-62. DOI: 10.1017/jfm.2015.531

Scheinert, S., Koliba, C., Hurley, S., Coleman, S., & Zia, A. (2015). The Shape of Watershed Governance: Locating the Boundaries of Multiplex Networks. Complexity, Governance & Networks, 2(1), 65–82. DOI: 10.7564/15-CGN25

Schulz, A., Zia, A., & Koliba, C. (2015). Adapting Bridge Infrastructure to Climate Change: Institutionalizing Resilience in Intergovernmental Transportation Planning Processes in the Northeastern United States.  Mitigation and Adaptation Strategies for Global Change.  DOI:10.1007/s11027-015-9672-x

Tsai, Y., Zia, A., Koliba, C., Bucini, G., Guilbert, J., & Beckage, B. (2015).  An Interactive Land Use Transition Agent-Based Model (ILUTABM): Endogenizing Human Environment Interactions at Watershed Scales. Land Use Policy, 49, 161-176. DOI:10.1016/j.landusepol.2015.07.008

Wagy, M. & Bongard, J. (2015). Combining computational and social effort for collaborative problem solving. PLoS ONE, 10(11), e0142524. DOI: 10.1371/journal.pone.0142524

Williams, J. R., Bagrow, J. P., Danforth, C. M., & Dodds, P. S. (2015). Text mixing shapes the anatomy of rank-frequency distributions: A modern Zipfian mechanics for natural language. Physical Review E, 91, 052811. DOI: 10.1103/PhysRevE.91.052811

Williams, J. R., Clark, E., Bagrow, J. P., Danforth, C. M., & Dodds, P. S. (2015). Identifying missing dictionary entries with frequency-conserving context models. Physical Review E, 92, 042808. DOI: 10.1103/PhysRevE.92.042808

Williams, J. R., Desu, S., Clark, E., Lessard, P. R., Bagrow, J. P., Danforth, C. M., & Dodds, P. S. (2015). Zipf’s Law holds for phrases, not words. Scientific Reports, 5, 12209. DOI:  10.1038/srep12209

Xu, Y., Schroth, A. W., & Rizzo, D. M. (2015). Developing a 21st Century framework for lake-specific eutrophication assessment using quantile regression. Limnology and Oceanography: Methods. DOI: 10.1002/lom.3.10021

Xu, Y., Schroth, A.W., Isles, P. D. & Rizzo, D.M. (2015). Quantile regression improves model of lake eutrophication with implications for ecosystem-specific management. Freshwater Biology. DOI:10.1111/fwb.12615

Yang, M., Li, S. & Marshall, J. S. (2015). Effects of long-range particle-particle hydrodynamic interaction on the settling of aerosol particle clouds. Journal of Aerosol Science, 90, 154-160. DOI: 10.1016/j.jaerosci.2015.08.002

Zia, A., Koliba, C., Meek, J., & Schulz, A. (2015). Scale and Intensity of Collaboration as Determinants of Performance Management Gaps in Polycentric Governance Networks:  Evidence from a National Survey of MPOs. Policy & Politics, 43(3), 367-390. DOI: 10.1332/030557315X14352341137386

Almassalkhi, M., & Hiskens, I. A.; “Model-predictive cascade mitigation in electric power systems with storage and renewables Part I: Theory and implementation,” IEEE Transactions on Power Systems, 30(1), 67-77. (2015). DOI: 10.1109/tpwrs.2014.2320982

Almassalkhi, M., & Hiskens, I. A.; “Model-predictive cascade mitigation in electric power systems with storage and renewables Part II: Case study,” IEEE Transactions on Power Systems, 30(1), 78-87. (2015). DOI: 10.1109/tpwrs.2014.2320988

Faletra, M., Marshall, J. S., Yang, M., & Li, S.; “Particle segregation in falling polydisperse suspension droplets,” Journal of Fluid Mechanics, 769, 79-102. (2015). DOI: 10.1017/jfm.2015.111

Marshall, J. S., & Fuhrmann, A.; “Effect of rainfall transients on thermal and moisture exposure of underground electric cables,” International Journal of Heat and Mass Transfer, 80, 660-672. (2015).

Marshall, J. S., & Renjitham, S.; “Simulation of particulate fouling at a microchannel entrance region,” Microfluidics and Nanofluidics, 18(2), 253-265. (2015). DOI: 10.1007/s10404-014-1428-5

Seier, A., Hines, P., & Frolik, J.; “Data-driven thermal modeling of residential service transformers,” IEEE Transactions Smart Grid: Special Issue on Asset Management in Smart Grid, 6 (2), 1019-1025. (2015). DOI: 10.1109/tsg.2015.2390624

Xiao, Z., Wen, H., Markham, A., Trigoni, N., Blunsom, P., & Frolik, J.; “Non-line-of-sight identification and mitigation using received signal strength,” IEEE Transactions Wireless Communications, 14(3), 1689-1702. (2015). DOI: 10.1109/twc.2014.2372341

Acharya, S. & Lee, B.S.; “Incremental causal network construction over event streams,” Information Sciences, 261, 32-51. (2014).

Bevelander, K.E., Kaipainen, K., Swain, R.*, Dohle, S., Bongard, J.C., Hines, P.D.H., & Wansink, B.; “Crowdsourcing novel childhood predictors of adult obesity,” PLOS ONE. 9(2), e87756.  (2014). DOI: 10.1371/journal.pone.0087756

Fischlein, M., Feldpausch-Parker, A.M., Peterson, T.R., Stephens, J.C., & Wilson, E. J.; “Which way does the wind blow? Analysing the state context for renewable energy deployment in the United States,” Environmental Policy & Governance, 24(3), 169-187. (2014). DOI:10.1002/eet.1636

Frolik, J., Sipal, V., & Edwards, D.;  “Leveraging depolarization to increase the link reliability for wireless sensors operating in hyper-Rayleigh environments,” IEEE Sensors Journal: Special Issue on Antenna Design and Integration in Smart Sensors, 14(8), 2442-2446.(2014). DOI:10.1109/JSEN.2013.2284576

Faletra, M., Palmer, N., Marshall, J.S.; “Effectiveness of opinion influence approaches in highly clustered online social networks,” Advances in Complex Systems, 17(2), 1450008. (2014). DOI: 10.1142/S0219525914500088

Gaddis, E.J.B., Voinov, A., Seppelt, R., & Rizzo, D.M.; “Spatial optimization of best management practices to attain water quality targets,” Water Resources Management, 28(6), 14851499.  (2014).  doi: 10.1007/s11269-013-0503-0

Ghanavati, G., Hines, P.D.H., Lakoba, T.I., & Cotilla-Sanchez, E.; “Understanding early indicators of critical transitions in power systems from autocorrelation functions,” IEEE Transactions on Circuits and Systems I: Regular Papers, 61(9), 2747-2760. (2014). DOI: 10.1109/TCSI.2014.2332246

Ghazi, C. J., & Marshall, J. S.; “A CO2 tracer-gas method for local air leakage detection and characterization,” Flow Measurement and Instrumentation, 38, 72-81. (2014).

Koliba, C., DeMenno, M., Brune, N., & Zia, A.; “The salience and complexity of building, regulating and governing the smart grid: Lessons from a statewide public-private partnership,” Energy Policy, 74, 243-252. (2014). DOI: 10.1016/j.enpol.2014.09.013

Krupa, J.S., Rizzo, D.M., Eppstein, M.J., Lanute, D.B., Gaalema, D.E., Lakkaraju, K., & Warrender, C.E.; “Analysis of a consumer survey on plug-in hybrid electric vehicles,” Transportation Research Part A: Policy and Practice. 64, 14-31. (2014). http://dx.doi.org/10.1016/j.tra.2014.02.019

Langheim, R., Skubel, M., Chen, X., Maxwell, W., Peterson, T. R., Wilson, E. J., & Stephens, J. C.; “Smart grid coverage in U.S. newspapers: Characterizing public conversations,” The Electricity Journal, 27(5), 77-87.  (2014).

Marshall, J.S.; “Capillary torque on a rolling particle in the presence of a liquid film at small capillary numbers,” Chemical Engineering Science, 108, 87-93.  (2014).

Mills, R., & Koliba, C.; “The challenge of accountability in complex regulatory networks: The case of the Deepwater Horizon oil spill,” Regulation & Governance, 9(1), 71-91. (2014).  DOI:10.1111/rego.12062

Myers, O., Wu, J., Marshall, J. S., & Danforth, C. M.; “Computational studies of multiple-particle nonlinear dynamics in a spatio-temporally periodic potential,” Journal of Applied Physics, 115, 244908. (2014). DOI: 10.1063/1.4885895

Rezaei, P., Frolik, J., & Hines, P.; “Packetized plug-in electric vehicle charge management,” IEEE Transactions on Smart Grid, 5(2), 642-650. (2014).

Stephens, J. C., Wilson, E. J., & Peterson, T. R.; “Socio-political evaluation of energy deployment (SPEED): A framework applied to smart grid,” UCLA Law Review, 61(6), 1930-1961. (2014).

Brummitt, C.D., Hines, P.D.H., Dobson, I., Moore, C., & D’Souza, R.M.;  “Transdisciplinary electric power grid science,” Proceedings of the National Academy of Sciences of the United States. (2013).

Bliss, C.A., Frank, M.R., Danforth, C.M., & Dodds, P.S.;  “An evolutionary algorithm approach to link prediction in dynamic social networks,” Journal of Computational Science. (2013). DOI: 10.1016/j.jocs.2014.01.003.

Chesnutt, J.K.R., & Marshall, J.S.; “Simulation of particle separation on an inclined electric curtain,” IEEE Transactions on Industry Applications, 49(3), 1104-1112.  (2013).

Chichakly, K.J., Bowden, W.B., & Eppstein, M.J.;  “Minimization of cost, sediment load, and sensitivity to climate change in a watershed management application,” Environmental Modelling & Software. 50, 158-168. (2013).

Cotilla-Sanchez, E., Hines, P., Barrows, C., Blumsack, S., & Patel, M.;
“Multi-attribute partitioning of power networks based on electrical distance,” IEEE Transactions on Power Systems. 28(4), 4979 4987. (2013).

Dodds, P.S., Harris, K.D., & Danforth, C.M. ; “Limited imitation contagion on random networks: chaos, universality, and unpredictability,” Physical Review Letters, 110(15), 158701. (2013). 10.1103/PhysRevLett.110.158701.

Dodds, P. S., Harris, K. D., & Danforth, C. M. ; “Limited Imitation Contagion on Random Networks: Chaos, Universality, and Unpredictability,” Physical Review Letters, Vol. 110. No.15, pp. 158701-158706. (2013).

Frank, M.R., Mitchell, L., Dodds, P.S., & Danforth, C.M.; “Happiness and the patterns of life: a study of geolocated tweets,” Scientific reports, 3, 2625. (2013). doi:10.1038/srep02625

Furhmann, A., Marshall, J.S., & Wu, J.-R.; “Effect of acoustic levitation force on aerodynamic particle removal from a surface,” Applied Acoustics, 74, 535-543.  (2013).

Fytilis, N., & Rizzo, D.M.; “Coupling self-organizing maps with a naïve bayesian classifier: stream classification studies using multiple assessment data,” Water Resources Research, 49(11), 7747-7762. (2013).  doi: 10.1002/2012WR013422

Gaalema, D.E., Heil, S.H., Badger, G.S., Metayer, J.S., & Johnston, A.M.;  “Time to initiation of treatment for neonatal abstinence syndrome in neonates exposed in utero to Buprenorphine or Methadone,” Drug and alcohol dependence, 133(1), 266-269. (2013).

Gaalema, D.E., Higgins, S.T., Pepin, C., Heil, S.H., & Bernstein, I.M.; “Illicit drug use among pregnant women enrolled in treatment for cigarette smoking,” Nicotine & Tobacco Research, 15(5), 987-991. (2013).

Gaalema, D.E.;  “Sexual conditioning in the dying dart frog,” International Journal of Comparative Psychology, 26, 5-18. (2013).

Harris, K.D., Danforth, C.M., & Dodds, P.S.; “Dynamics of influence processes on networks: Complete mean-field theory; the roles of response functions, connectivity, and synchrony; and applications to social contagion,” Physical Review E. 88, 022816. (2013). http://dx.doi.org/10.1103/PhysRevE.88.022816

Hilshey, A., Hines, P., Rezaei, P., & Dowds, J.; “Estimating the impact of electric vehicle smart charging on distribution transformer aging,” IEEE Transactions on Smart Grid. 4(2), 905-913. (2013).

Hirsch, P.D., Brosius, J.P., OConnor, S., Zia, A., Welch-Devine, M., Dammert, J.L., Rice, J.L., Anderson, Z.R., Hitchner, S., Schelhas, J., & McShane, T.O.;  “Navigating complex trade-offs in conservation and development: an integrative framework,” Issues in Interdisciplinary Studies, 31, 99-122. (2013).

Hu, L.B., Savidge, C.S., Rizzo, D.M., Hayden, N.J., Hagadorn, W., & Dewoolkar, M.M.; “Commonly used porous building materials: Geomorphic pore structure and fluid transport, “Journal of Materials in Civil Engineering, 25(12), 1803-1812. (2013). doi: 10.1061/(ASCE) MT.1943-5533.0000706

Koliba, C. Brune, N. Berman, M. and Zia, A.; “The eEnergy Vermont Collaborative: Bringing the Smart Grid to the State of Vermont,” James M. Jeffords Policy Series. (2013).

Louisos,W. F., Hitt, D. L., & Danforth, C. M. ; “Chaotic Flow in a 2D Natural Convection Loop with Heat Flux Boundaries,” International Journal of Heat and Mass Transfer. Vol. 61. pp. 565-576. (2013).

Marshall, J.S., Hines, P.D., Zhang, J.D., Minervini, F. O., & Renjitham, S.; “Modeling the impact of electric vehicle charging on transient heat transfer around underground cables,” Electric Power Systems Research. Vol. 97. pp. 76-83. (2013).

Manukyan, N., Eppstein, M.J., & Horbar, J.; “Team learning for healthcare quality improvement,” IEEE Access. 1, 545-557. (2013).

Manukyan, N., Eppstein, M.J., Horbar, J.D., Leahy, K.A., Kenny, M.J., Mukherjee, S., & Rizzo, D.M.; “Exploratory analysis in time-varying data sets: a healthcare network application,” IJACS (International Journal of Advanced Computer Science), 3 (7), 322-329. ( 2013).

Marshall, J.S., & Sala, K.; “Comparison of methods for computing the concentration field of a particulate flow,” International Journal of Multiphase Flow, 56, 4-14.  (2013).

Marshall, J.S., Hines, P.D., Zhang, J.D., Minervini, F., & Renjitham, S.;  “Modeling the impact of electric vehicle charging on transient heat transfer around underground cables,” Electric Power Systems Research, 97, 76-83. (2013).

Mitchell, L., Frank, M.R., Harris, K.D., Dodds, P.S., & Danforth, C.M.; “The geography of happiness: Connecting Twitter sentiment and expression, demographics, and objective characteristics of place.,”PloS one, 8(5), (2013). e64417. doi:10.1371/journal.pone.0064417.

Myers O., Wu, J.R., & Marshall, J.S.; “Nonlinear dynamics of particles excited by an electric curtain,” Journal of Applied Physics, 114, 154907.  (2013).

Pearce, A.R., Rizzo, D.M., Watzin, M.C., & Druschel, G.K.; “Unraveling associations between Cyanobacteria blooms and in-lake environmental conditions in Missisquoi Bay, Lake Champlain, USA, Using a Modified Self-Organizing Map,” Environmental science & technology, 47(24), 14267-14274. (2013).

Sala, K., & Marshall, J.S.; “Stochastic vortex structure method for modeling particle dispersion and collisions in homogeneous turbulence,” Physics of Fluids, 25(10), 103301. (2013).

Snapp, R.R., Goveia, E., Peet, L., Bouffard, A., Badger, G.J., & Langevin, H.M.; “Spatial organization of fibroblast nuclear chromocenters: component tree analysis,” Journal of Anatomy. 233(3), 255-261. (2013).

Stevens, L., Rizzo, D.M., Lucero, D.E., & Pizarro, J.C.  Household model of Chagas disease vectors (Hemiptera: Reduviidae) considering domestic, peridomestic, and sylvatic vector populations. Journal of medical entomology, 50(4), 907-915. (2013).

Zia, A., & Koliba, C.; “The emergence of attractors under multi-level institutional designs: Agent-based modeling of intergovernmental decision making for funding transportation projects,” AI & Society: Knowledge, Culture and Communication.  (2013). DOI: 10.1007/s00146-013-0527-2.

Bliss, C., Kloumann, I., Harris, K., Danforth, C., & Dodds, P.; “Twitter Reciprocal Reply Networks Exhibit Assortativity with respect to Happiness,” Journal of Computational Science. Vol. 3. No. 5, pp. 388 – 397 (2012).

Bongard, J.C., Hines, P.D., Conger, D., Hurd, P., and Lu, Z. ; “Crowdsourcing Predictors of Behavioral Outcomes,” IEEE Transactions on Systems, Man, and Cybernetics, IEEE Transactions on Smart Grid, Vol. 43. No. 1. pp. 176-185. (2012).

Candon, S. & Marshall, J.S.; “Vortex ring deformation, capture and entrainment by a columnar vortex,” Physics of Fluids. Vol. 24. No. 9. (2012).

Cotilla-Sanchez, E., Hines, P.D., and Danforth, C.M.; “Predicting Critical Transitions from Time Series Synchrophasor Data,” IEEE Transactions on Smart Grid. Vol. 3. No. 4. pp. 1832-1840. (2012).

Cotilla-Sanchez, E., Hines, P.D., Barrows, C., and Blumsack, S.; “Comparing the Topological and Electrical Structure of the North American Electric Power Infrastructure,” IEEE Systems Journal, Vol. 6. No. 4, pp. 616-626. (2012).

Eppstein, M.J. and Hines, P.D.; “A ‘Random Chemistry’ Algorithm for Identifying Collections of Multiple Contingencies that Initiate Cascading Failure,” IEEE Transactions on Power Systems , Vol. 27, No. 3. (2012).

Eppstein, M.J., Horbar, J.D, Buzas, J.S., & Kauffman, S.A.; “Searching the clinical fitness landscape,” PLoS ONE. Vol. 7. No. 11. pp. e49901. (2012).

Furhmann, A., Marshall, J.S., & Wu, J.-R.; “Effect of acoustic levitation force on aerodynamic particle removal from a surface,” Applied Acoustics. Vol. 74. No.4. pp. 535-543. (2012).

Maynard, A.B. & Marshall, J.S. ; “Force on a small particle attached to a plane wall in a Hiemenz straining flow.,” Journal of Fluids Engineering. Vol. 134. No.11. (2012).

Qian, D., Marshall, J.S., and Frolik, J.; “Control analysis for solar panel dust mitigation using an electric curtain,” Renewable Energy, Vol. 41, pp. 134-144 (2012).

Sears, J., Dowds, J., Aultman-Hall, L., and Hines, P.D. ; “Travel Demand and Charging Capacity for Electric Vehicles in Rural States: A Vermont Case Study,” Transportation Research Record, Vol. 2287. pp. 27-36. (2012).

Yang, M., Li, S.Q., Liu, G., & Marshall, J.S. ; “Investigation of dynamic behavior of a particle-loaded single fiber using discrete element methods,” In Wu, C. Y., Discrete Element Modelling of Particulate Media (103-112). Cambridge, UK: RSC Publishing. ISBN: 978-1-84973-503-2. (2012).

Zia, A., Kauffman, S. A., Niiranen, S. ; “The Prospects and Limits of Algorithms in Simulating Creative Decision Making,” Making. Emergence: Complexity and Organization (E:CO) – An International Transdisciplinary Journal of Complex Social Systems. Vol. 14. No. 3. pp. 89-109. (2012).

Eppstein, M.J., Grover, D.K., Marshall, J.S., and Rizzo, D.M.; “An agent-based model to study market penetration of plug-in hybrid electric vehicles,” Energy Policy, Vol. 39, pp. 3789-3802 (2011).

Li, S.-Q., Marshall, J.S., Liu, G., and Yao, Q.; “Adhesive particulate flow: the discrete element method and its application in energy and environmental engineering,,” Progress in Energy and Combustion Science, Vol. 37, No. 6, pp. 633-668 (2011).

Marshall, J.S. and Sala, K.; “B stochastic Lagrangian approach for simulating the effect of turbulent mixing on algae growth rate in photobioreactors,” Chemical Engineering Science, Vol. 66, pp. 384-392 (2011).

Besaw, L.E., Rizzo, D.M., Eppstein, M.J., Pellon, M.B., Grover, D.K, Marshall, J.S.; “Up-scaling Agent-Based Discrete-Choice Transportation Models using Artificial Neural Networks,” Transportation Research Board (TRB), Vol.10. No.3130, (2010).

Pellon, M.B, Eppstein, M.J., Besaw, L.E., Grover, D.K., Rizzo, D.M., and Marshall, J.S.; “An Agent-Based Model for Estimating Consumer Adoption of PHEV Technology,” Transportation Research Board (TRB), Vol.10. No.3303, (2010).

Koliba, C., Brune, N., Berman, M., and Zia, A.; “Building and Governing the Smart Grid: Lessons from a Statewide Public-Private Partnership,” The Journal of Federalism (submitted).

Faletra, M., Palmer, N., and Marshall, J.S., ; “Effects of clustering on opinion propagation within online social networks,” Journal of Mathematical Sociology (submitted, 2012).

Koliba, C. and Zia, A.; “Governance Informatics: Using Computer Simulation Models to Deepen Situational Awareness and Governance Design Considerations,” DeSouza, K. and Johnston, E. editors. Policy Informatics. Routledge Press, Book chapter (accepted for publication).

Koliba, C., Brune, N., Berman, M., and Zia, A.; “The Salience and Complexity of Building and Governing the Smart Grid: Lessons from a Statewide Public-Private Partnership ,” Publius (Submitted).