Office of the Vice Chancellor for Research

Research Output 1969 2020

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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

learning
Temperature
divergence
exploitation
regime

Adapting sequence to sequence models for text normalization in social media

Lourentzou, I., Manghnani, K. & Zhai, C., Jan 1 2019, p. 335-345. 11 p.

Research output: Contribution to conferencePaper

Processing
Speech analysis
Linguistics
Experiments

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., Jan 1 2019, p. 181-192. 12 p.

Research output: Contribution to conferencePaper

Chemical analysis
Health
Probability distributions
Experiments

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

Molecular dynamics
Doping (additives)
Modulation
Computer simulation
Secondary ion mass spectrometry

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

Reactive ion etching
Power electronics
Molecular beam epitaxy
Doping (additives)
Plasmas

Fast generation for convolutional autoregressive models

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

Research output: Contribution to conferencePaper

training method
performance
Nave
Model-making
Cache

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

Diodes
Defects
Reactive ion etching
Ion implantation
Leakage currents

Knowledge flow: Improve upon your teachers

Liu, I. J., Peng, J. & Schwing, A. G., Jan 1 2019.

Research output: Contribution to conferencePaper

Students
teacher
Tuning
knowledge
student

Learning self-imitating diverse policies

Gangwani, T., Liu, Q. & Peng, J., Jan 1 2019.

Research output: Contribution to conferencePaper

reward
learning
divergence
imitation
Reinforcement learning

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

Reinforcement learning
reinforcement
Constrained optimization
learning
reward

Multi-agent dual learning

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

Research output: Contribution to conferencePaper

learning
Computer vision
Learning systems
Processing
Experiments

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

Maximum likelihood
Feedback
evaluation
learning
Recommender systems

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

Gas turbines
Turbines
Finite element method
Supercomputers
Product design

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

Jet engines
Computer aided engineering
Engines
Mechanical engineering
Physics
Dynamical systems
music
Data storage equipment
Chemical analysis
learning

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

Resilience
Tornadoes
Recovery
Economics
Hazards
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

Gradient methods
Reinforcement learning
efficiency
policy approach
reinforcement
archaeology
resources
Values
Geographical Information System
trend

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

risk assessment
lake
lake ecosystem
bait
aquarium

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

Oxalic Acid
Oxalates
Adsorption
Surface-Active Agents
Paint

Agency Trust and Perceived Risk Toward Chronic Wasting Disease in Illinois

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

Research output: Contribution to conferencePaper

chronic wasting disease
deer
silver
fish
county

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

telemetry
airport
bird
air
breeding
luminescence dating
outwash
luminescence
meltwater
glaciolacustrine deposit

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

Ranavirus
amphibians
genes
Ambystoma
monitoring

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

mutualism
niches
birds
animals
seed dispersal

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

Semantics
Experiments
Statistics

Bayesian structure learning for dynamic brain connectivity

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

Research output: Contribution to conferencePaper

Bayesian Learning
Structure Learning
Brain
Connectivity
Estimate

Boosting the actor with dual critic

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

Research output: Contribution to conferencePaper

critic
Concretes
learning
performance

Carbonate adsorption on ferrihydrite under atmospheric conditions: Experimental and modeling

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

Research output: Contribution to conferencePaper

ferrihydrite
adsorption
carbonate
modeling
iron oxide

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

Petroleum
Remediation
Patient rehabilitation
Oils
Water

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

Laurentide Ice Sheet
ice sheet
chronology
lake
climate forcing

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

conodont
biostratigraphy
Silurian
zonation
timescale

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

Fluid structure interaction
Data transfer
Pipe
Fluids
Geometry
observatory
glacial-interglacial cycle
residual soil
bedrock
mineral

Dave, Don, Moira, me and the HECC

Machesky, M., 2018.

Research output: Contribution to conferencePaper

1960s
1990s
Oak Ridge
Hydrogen
Forerunner

Design and evaluation of the postursense cushion

Garag, P., Chen, A., McDonagh, D. C. & 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

diet
lake
stomach content
forage
stable isotope

DLVM: A modern compiler infrastructure for deep learning systems

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

Research output: Contribution to conferencePaper

DSL
Learning systems
infrastructure
learning software
learning
glacial landform
geophysical method
electrical method
glacial deposit
lake

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

sediment transport
coast
grain size
lake
transect

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

aerial survey
monitoring
habitat conservation
survey design
waterfowl

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

Neural networks
customer
Processing
efficiency
Rereading

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

Sandstone
Geothermal energy
Fluids
Flow rate
Heat losses

Fine-scale heterogeneity of Precambrian rocks and the relation to CO (sub 2) -injection related microseismicity

McBride, J. H., Keach R. William, II. & Leetaru, H. E., 2018.

Research output: Contribution to conferencePaper

Precambrian
discontinuity
rock
basement rock
sill

Fish Community Composition at the Emiquon Nature Preserve Water Management Structure

Whitten, A., Mendenhall, O. M. & Casper, A. F., 2018.

Research output: Contribution to conferencePaper

community composition
water management
fish
river
water level

Fossil gastropods for use in estimating paleoclimate and paleoecology in last glacial loess, southwestern Illinois [poster]

Lebel, C. & Grimley, D. A., 2018, p. Paper-No. 14-19.

Research output: Contribution to conferencePaper

paleoecology
Last Glacial
paleoclimate
gastropod
loess

Go with the Flow? Strengths and Weaknesses of FlowCAM® for Characterizing Zooplankton Communities

Broadway, K., Detmer, T., Potter, C., Collins, S., Parkos, J. III. & Wahl, D. H., 2018.

Research output: Contribution to conferencePaper

zooplankton
microscopy
cost
body mass
method

Guiding Hunter Recruitment, Retention, and Reactivation: A Market-Driven Approach

Stephens, D. J., Black, K. & Miller, C. A., 2018.

Research output: Contribution to conferencePaper

reactivation
market
hunting
imagery
marketing