Office of the Vice Chancellor for Research and Innovation

Research Output

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2019

Accelerating nonconvex learning via replica exchange Langevin diffusion

Chen, Y., Chen, J., Dong, J., Peng, J. & Wang, Z., Jan 1 2019.

Research output: Contribution to conferencePaper

Adapting sequence to sequence models for text normalization in social media

Lourentzou, I., Manghnani, K. & Zhai, C. X., 2019, p. 335-345. 11 p.

Research output: Contribution to conferencePaper

A generative model for discovering action-based roles and community role compositions on community question answering platforms

Geigle, C., Dev, H., Sundaram, H. & Zhai, C. X., Jan 1 2019, p. 181-192. 12 p.

Research output: Contribution to conferencePaper

A machine learning-based method for building code requirement hierarchy extraction

Zhang, R. & El-Gohary, N., 2019.

Research output: Contribution to conferencePaper

Analysis of high Mg-incorporation into GaN via PAMBE modulation doping and molecular dynamics simulations

Ismail, F. H., Landi, M., Kelly, F. P. & Kim, K., Jan 1 2019.

Research output: Contribution to conferencePaper

Development of GaN vertical high-power devices enabled by plasma-assisted molecular beam epitaxy

Kelly, F. P., Vesto, R. E., Sarker, P., Ismail, F. H. & Kim, K., Jan 1 2019.

Research output: Contribution to conferencePaper

Fast generation for convolutional autoregressive models

Ramachandran, P., Le Paine, T., Khorrami, P., Babaeizadeh, M., Chang, S., Zhang, Y., Hasegawa-Johnson, M., Campbell, R. & Huang, T., Jan 1 2019.

Research output: Contribution to conferencePaper

GaN high-performance low-leakage p-Islet MPS diodes enabled by PAMBE-based selective area growth

Sarker, P., Kelly, F. P., Vesto, R. E., Ismail, F. H. & Kim, K., Jan 1 2019.

Research output: Contribution to conferencePaper

Geometry of polysemy

Mu, J., Bhat, S. & Viswanath, P., Jan 1 2019.

Research output: Contribution to conferencePaper

Learning to play in a day: Faster deep reinforcement learning by optimality tightening

He, F. S., Liu, Y., Schwing, A. G. & Peng, J., Jan 1 2019.

Research output: Contribution to conferencePaper

Lessons Learned by INFEWS-ER's virtual resource center for transdisciplinary graduate student training at the nexus of food, energy, and water

Koelsch, R., Rodríguez, L. F., Banner, S., Classen, J., Cotton, D., Deviney, A., Heemstra, J., Koziel, J., Meyer, D., Marshall, A. M., Padmanabhan, A. & Steward, D., Jan 1 2019.

Research output: Contribution to conferencePaper

Multi-agent dual learning

Wang, Y., Xia, Y., He, T., Tian, F., Qin, T., Zhai, C. X. & Liu, T. Y., Jan 1 2019.

Research output: Contribution to conferencePaper

Off-policy evaluation and learning from logged bandit feedback: Error reduction via surrogate policy

Xie, Y., Liu, Q., Zhou, Y., Liu, B., Wang, Z. & Peng, J., Jan 1 2019.

Research output: Contribution to conferencePaper

Planning for Solar PV End-of-Life Options

Holm, N. & Martin, J., 2019.

Research output: Contribution to conferencePaper

Reducing the Time-to-Solution for Finite Element Analysis of Gas Turbine Engines

Simons, T. A., Ong, J., Lucas, R., Rouet, F., Grimes, R., Gulyeruz, E., Koric, S., Zhu, T. & Dawson, J., Aug 16 2019.

Research output: Contribution to conferencePaper

Running Jet Engine Models on Thousands of Processors with LS-DYNA Implicit

Ashcraft, C., Dawson, J., Grimes, R., Guleryuz, E., Koric, S., Lucas, R., Ong, J., Rouet, F-H., Simons, T. & Zhu, T-T., 2019.

Research output: Contribution to conferencePaper

The Terahertz intensity mapper (TIM): An imaging spectrometer for galaxy evolution studies at high-redshift

Vieira, J., Aguirre, J., Bradford, C. M., Filippini, J., Groppi, C., Marrone, D., Bethermin, M., Chang, T. C., Devlin, M., Dore, O., Fu, J., Dunsheath, S. H., Holder, G., Keating, G., Keenan, R., Kovetz, E., Lagache, G., Mauskopf, P., Narayanan, D., Popping, G. & 5 others, Shirokoff, E., Somerville, R., Trumper, I., Uzgil, B. & Zmuidzinas, J., Jan 1 2019, p. 208-215. 8 p.

Research output: Contribution to conferencePaper

Validating interdependent community resilience modeling using hindcasting

Van De Lindt, J. W., Mahmoud, H., Pilkington, S., Koliou, M., Attary, N., Cutler, H., Smith, S., Rosenheim, N., Navarro, C. M., Kim, Y. W. & Lee, J. S., 2019.

Research output: Contribution to conferencePaper

2018

Action-dependent control variates for policy optimization via Stein’s identity

Liu, H., Feng, Y., Mao, Y., Zhou, D., Peng, J. & Liu, Q., Jan 1 2018.

Research output: Contribution to conferencePaper

Addressing the Threat of Organisms in Trade in the Great Lakes Region: Science-based Risk Assessment and Outreach

Charlebois, P. M. & Keller, R. P., 2018.

Research output: Contribution to conferencePaper

Adsorption of molecular and atomic ions on rutile surfaces from simulations using scaled charges

Biriukov, D., Predota, M., Kroutil, O., Kabelac, M., Ridley, M. & Machesky, M., 2018.

Research output: Contribution to conferencePaper

Adsorption of oxalic acid on rutile surfaces

Biriukov, D., Predota, M., Kroutil, O., Ridley, M. & Machesky, M., 2018.

Research output: Contribution to conferencePaper

Agency Trust and Perceived Risk Toward Chronic Wasting Disease in Illinois

Miller, C. A. & Vaske, J. J., 2018.

Research output: Contribution to conferencePaper

Analysis of Canada Goose Movements in Relation to Midway International Airport Operations Using Satellite Telemetry

Askren, R. J., Dorak, B. E., Hagy, H. M., Ward, M. P., Washburn, B. E. & Eichholze, M., 2018.

Research output: Contribution to conferencePaper

A Ranavirus-associated Mass Mortality Event in an Illinois Amphibian Community [78th MWFW]

Low, K. M., Phillips, C. A., Kimble, S. J. & Allender, M. C., 2018.

Research output: Contribution to conferencePaper

Artificially Inducing a Plant and Animal Mutualism: A Novel Approach to Filling a Niche [poster]

MacDonald, S. E., Sperry, J. H. & Ward, M. P., 2018.

Research output: Contribution to conferencePaper

ASPEM: Embedding learning by aspects in heterogeneous information networks

Shi, Y., Gui, H., Zhu, Q., Kaplan, L. & Han, J., Jan 1 2018, p. 144-152. 9 p.

Research output: Contribution to conferencePaper

Bayesian structure learning for dynamic brain connectivity

Andersen, M. R., Winther, O., Hansen, L. K., Poldrack, R. & Koyejo, O., Jan 1 2018, p. 1436-1446. 11 p.

Research output: Contribution to conferencePaper

Boosting the actor with dual critic

Dai, B., Shaw, A., He, N., Li, L. & Song, L., Jan 1 2018.

Research output: Contribution to conferencePaper

Carbonate adsorption on ferrihydrite under atmospheric conditions: Experimental and modeling

Bompoti, N., Chrysochoou, M., Villalobos, M. & Machesky, M., 2018.

Research output: Contribution to conferencePaper

Chemistry of Nano-CarboScavengers allows dual method rehabilitation of petroleum contaminated water

Misra, S., Daza, E., Scott, J., Tripathi, I., Promisel, C., Sharma, B., Topczewski, J., Chaudhuri, S. & Pan, D., 2018.

Research output: Contribution to conferencePaper

Chronology of the Great Lakes lobes: implications for the dynamics of the Laurentide ice sheet

Lowell, T. V., Curry, B. B., Loope, H. M. & Heath, S. L., 2018, p. Paper-No.19-3.

Research output: Contribution to conferencePaper

Conodont biostratigraphy of the Schlamer #1 Core and revisions to the Silurian conodont zonation for the geologic time scale 2020

Cramer, B. D., Bancroft, A. M., McAdams, N. E. B., Melchin, M., Devera, J. & Day, J., 2018, p. Paper-no. 6-1.

Research output: Contribution to conferencePaper

Convergence Analyses for Fluid-Structure Interaction Simulation in a Thin Hyper-elastic Pipe

Lu, Q., Guleryuz, E., Vellakal, M., Taha, A., Koric, S. & Cordoba, P., 2018. 14 p.

Research output: Contribution to conferencePaper

Dave, Don, Moira, me and the HECC

Machesky, M., 2018.

Research output: Contribution to conferencePaper

Design and evaluation of the postursense cushion

Garag, P., Chen, A., McDonagh, D. & Hsiao-Wecksler, E. T., Jan 1 2018.

Research output: Contribution to conferencePaper

Diet Complexity and Specialization of Lake Michigan Salmonids: Contrasting Trophic Indicators

Leonhardt, B., Bootsma, H. A., Turschak, B. A., Czesny, S. J., Happel, A., Kornis, M. S., Bronte, C. R., Rinchard, J. & Hook, T. O., 2018.

Research output: Contribution to conferencePaper

DLVM: A modern compiler infrastructure for deep learning systems

Wei, R., Schwartz, L. & Adve, V., Jan 1 2018.

Research output: Contribution to conferencePaper

Effect of tire inflation pressure on soil properties and yield in a corn - Soybean rotation for three tillage systems in the Midwestern United States

Shaheb, M. R., Grift, T. E., Godwin, R. J., Dickin, E., White, D. R. & Misiewicz, P. A., Jan 1 2018.

Research output: Contribution to conferencePaper

Evaluating potential sediment transport pathways along the southwestern Lake Michigan coast through sedimentologic, geochemical, and stratigraphic analyses

Volpano, C. A., Rawling J. Elmo, III. & Theuerkauf, E. J., 2018, p. Paper-No. 15-7.

Research output: Contribution to conferencePaper

Evaluation of Integrated Waterbird Management and Monitoring Program Survey Techniques to Assess Waterbird Abundance

Hagy, H., Loges, B., Yetter, A. & Gilbert, A., 2018.

Research output: Contribution to conferencePaper

Fast and accurate text classification: Skimming, rereading and early stopping

Yu, K., Liu, Y., Schwing, A. G. & Peng, J., Jan 1 2018.

Research output: Contribution to conferencePaper

Feasibility of a Deep Direct-Use Geothermal System at the University of Illinois Urbana-Champaign

Stumpf, A., Damico, J., Okwen, R., Stark, T., Elrick, S., Nelson, W. J., Lu, Y., Holcomb, F., Tinjum, J., Yang, F., Frailey, S. & Lin, Y-F., 2018.

Research output: Contribution to conferencePaper