University of Illinois at Urbana-Champaign

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Research Output 1956 2022

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Conference article
2017

Behavioral predictors of MOOC post-course development

Wang, Y., Baker, R. S. & Paquette, L., Jan 1 2017, In : CEUR Workshop Proceedings. 1967, p. 100-111 12 p.

Research output: Contribution to journalConference article

"Blinded" grading rubrics for bioengineering lab reports (work in progress)

Li, Y., Jensen, P. A., Jensen, P. A. & Jensen, K. J., Jun 24 2017, In : ASEE Annual Conference and Exposition, Conference Proceedings. 2017-June

Research output: Contribution to journalConference article

Bioengineering

Bond behavior of concrete strengthened with FRP laminates and NSM bars subjected to accelerated aging using freeze-thaw cycles

Shaw, I., Zhao, H. & Andrawes, B. O., Jan 1 2017, In : American Concrete Institute, ACI Special Publication. 2017-March, SP 331, p. 15-33 19 p.

Research output: Contribution to journalConference article

Laminates
Polymers
Aging of materials
Concretes
Fibers

Building Confidence in CO2 Storage Using Reference Datasets from Demonstration Projects

Ringrose, P., Greenberg, S. E., Whittaker, S. G., Nazarian, B. & Oye, V., Jan 1 2017, In : Energy Procedia. 114, p. 3547-3557 11 p.

Research output: Contribution to journalConference article

Demonstrations
Greenhouse gases
Monitoring
Uncertainty
Microseismic monitoring

Caprock Integrity and Induced Seismicity from Laboratory and Numerical Experiments

Vilarrasa, V. & Makhnenko, R. Y., Jan 1 2017, In : Energy Procedia. 125, p. 494-503 10 p.

Research output: Contribution to journalConference article

Aquifers
Numerical models
Clay
Rocks
Carbon

CarStream: An industrial system of big data processing for Internet-of-Vehicles

Zhang, M., Wo, T., Xie, T., Lin, X. & Liu, Y., Aug 1 2017, In : Proceedings of the VLDB Endowment. 10, 12, p. 1766-1777 12 p.

Research output: Contribution to journalConference article

Internet
Big data
Railroad cars
Engines

Comparison of single and multi-layer interface strengths for geosynthetic/geosynthetic and soil/geosynthetic interfaces

Khilnani, K., Stark, T. D. & Bahadori, T. M., Jan 1 2017, In : Geotechnical Special Publication. GSP 276, p. 42-51 10 p.

Research output: Contribution to journalConference article

geosynthetics
Geomembranes
Soils
Clay
soil

Comparison Study on Combustion and Emission Characteristics of ABE/IBE-Diesel Blends in a Common-Rreail Diesel Engine

Lee, T. H., Wu, H., Hansen, A. C., Lee, T. & Li, G., Jan 1 2017, In : SAE Technical Papers. 2017-October

Research output: Contribution to journalConference article

Butenes
Acetone
Diesel engines
Ethanol
Alternative fuels

Computational curriculum for MatSE undergraduates

Kononov, A., Bellon, P., Bretl, T. W., Ferguson, A., Herman, G. L., Kilian, K. A., Krogstad, J. A., Das Neves Barbosa Leal Lauten, C., Maass, C. R. E., Schleife, A., Shang, J. K., Trinkle, D. & West, M., Jun 24 2017, In : ASEE Annual Conference and Exposition, Conference Proceedings. 2017-June

Research output: Contribution to journalConference article

Materials science
Curricula
Engineering education
Computational methods
Teaching

Creating Markets for Captured Carbon: Retrofit of Abbott Power Plant and Future Utilization of Captured CO2

Obrien, K. C., Lu, Y., Patel, V., Greenberg, S., Locke, R., Larson, M., Krishnamurthy, K. R., Byron, M., Naumovitz, J., Guth, D. S. & Bennett, S. J., Jan 1 2017, In : Energy Procedia. 114, p. 1263-1272 10 p.

Research output: Contribution to journalConference article

Power plants
Carbon
Carbon dioxide
Recovery
Oils

Crystal plasticity simulations of haynes 230, an analysis of single crystal and polycrystalline experiments

Luccarelli, P. G., Foletti, S., Pataky, G. & Sehitoglu, H., Jan 1 2017, In : Solid State Phenomena. 258, p. 294-297 4 p.

Research output: Contribution to journalConference article

plastic properties
Plasticity
Single crystals
Crystals
single crystals
Curricula
Education
Teaching
Students
Bioengineering

Delay Robustness and Compensation in L1 Adaptive Control

Nguyen, K. D. & Dankowicz, H., Jan 1 2017, In : Procedia IUTAM. 22, p. 10-15 6 p.

Research output: Contribution to journalConference article

Time delay
Control nonlinearities
Control systems
Compensation and Redress
Communication

Deployable structures: An interdisciplinary design process

Krishnan, S., Jun 24 2017, In : ASEE Annual Conference and Exposition, Conference Proceedings. 2017-June

Research output: Contribution to journalConference article

Antenna reflectors
Space applications
Materials science
Membranes
Engineers

Digital prototyping by multidisciplinary teams

Leake, J. M., Weightman, D. I. & Batmunkh, B., Jun 24 2017, In : ASEE Annual Conference and Exposition, Conference Proceedings. 2017-June, 23 p.

Research output: Contribution to journalConference article

Students
Computer aided design
Product design
Printing
Testbeds

Dilated recurrent neural networks

Chang, S., Zhang, Y., Han, W., Yu, M., Guo, X., Tan, W., Cui, X., Witbrock, M., Hasegawa-Johnson, M. A. & Huang, T. S., Jan 1 2017, In : Advances in Neural Information Processing Systems. 2017-December, p. 77-87 11 p.

Research output: Contribution to journalConference article

Recurrent neural networks
Data storage equipment

Discovering potential correlations via hypercontractivity

Kim, H., Gao, W., Kannan, S., Oh, S. & Viswanath, P., Jan 1 2017, In : Advances in Neural Information Processing Systems. 2017-December, p. 4578-4588 11 p.

Research output: Contribution to journalConference article

Gene expression
Time series
Genes
Testing
Experiments

Distributed Lagrangian Method for Tie-Line Scheduling in Power Grids under Uncertainty

Doan, T. T., Bose, S. & Beck, C. L., Sep 1 2017, In : Performance Evaluation Review. 45, 2, p. 88-90 3 p.

Research output: Contribution to journalConference article

Scheduling
Parallel algorithms
Costs
Uncertainty

Diverse and accurate image description using a variational auto-encoder with an additive Gaussian encoding space

Wang, L., Schwing, A. G. & Lazebnik, S., Jan 1 2017, In : Advances in Neural Information Processing Systems. 2017-December, p. 5757-5767 11 p.

Research output: Contribution to journalConference article

Dualing GANs

Li, Y., Schwing, A. G., Wang, K. C. & Zemel, R., Jan 1 2017, In : Advances in Neural Information Processing Systems. 2017-December, p. 5607-5617 11 p.

Research output: Contribution to journalConference article

Discriminators

EEG-GRAPH: A factor-graph-based model for capturing spatial, temporal, and observational relationships in electroencephalograms

Varatharajah, Y., Chong, M. J., Saboo, K., Berry, B., Brinkmann, B., Worrell, G. & Iyer, R. K., Jan 1 2017, In : Advances in Neural Information Processing Systems. 2017-December, p. 5372-5381 10 p.

Research output: Contribution to journalConference article

Electroencephalography
Brain
Polynomials
Sampling

Engineering faculty perceptions of diversity in the classroom

Cross, K. J. & Cutler, S., Jun 24 2017, In : ASEE Annual Conference and Exposition, Conference Proceedings. 2017-June

Research output: Contribution to journalConference article

Teaching
Engineering education
Innovation
Education

Engineering faculty perspectives on student mathematical maturity

Faulkner, B. E., Herman, G. L. & Earl, K., Jun 24 2017, In : ASEE Annual Conference and Exposition, Conference Proceedings. 2017-June

Research output: Contribution to journalConference article

Students
Curricula
Reinforcement
Education

Estimating mutual information for discrete-continuous mixtures

Gao, W., Kannan, S., Oh, S. & Viswanath, P., Jan 1 2017, In : Advances in Neural Information Processing Systems. 2017-December, p. 5987-5998 12 p.

Research output: Contribution to journalConference article

Entropy
Random variables
Learning systems
Testing

Evaluating railroad ballast degradation trends using machine vision and machine learning techniques

Delay, B. L., Moaveni, M., Hart, J. M., Sharpe, P. & Tutumluer, E., Jan 1 2017, In : Geotechnical Special Publication. GSP 277, p. 432-441 10 p.

Research output: Contribution to journalConference article

Railroads
Computer vision
Learning systems
Fouling
Neural networks
Constitutive models
porewater
Soils
soil
Centrifuges

Evaluation of earthquake-induced free-field settlement under partially drained conditions from dynamic centrifuge tests

Kim, J. H. & Olson, S. M., Jan 1 2017, In : Geotechnical Special Publication. GSP 280, p. 553-561 9 p.

Research output: Contribution to journalConference article

Centrifuges
centrifuge
Earthquakes
Soils
earthquake
Desorption
Phase transitions
Protonation
Amines
Ethers

Experimentally Validated Effects of Separation of Liquid and Vapor on Performance of Condenser and System

Li, J., Feng, L. & Hrnjak, P. S., Mar 28 2017, In : SAE Technical Papers. 2017-March, March

Research output: Contribution to journalConference article

Vapors
Liquids
Heat exchangers
Refrigerants
Microchannels

Extending legacy metadata with linked open data

Jett, J., Cole, T. W., Kinnaman, A., Kudeki, D., Han, M-J. & Szylowicz, C., Jan 1 2017, In : Proceedings of the International Conference on Dublin Core and Metadata Applications. 2017-October, p. 29-38 10 p.

Research output: Contribution to journalConference article

Metadata
Analog to digital conversion
Teaching

Free-field cyclic response of dense sands in dynamic centrifuge tests with 1D and 2D shaking

Cerna-Diaz, A., Olson, S. M., Numanoglu, O. A., Hashash, Y. M. A., Bhaumik, L., Rutherford, C. J. & Weaver, T., Jan 1 2017, In : Geotechnical Special Publication. GSP 281, p. 121-130 10 p.

Research output: Contribution to journalConference article

Centrifuges
centrifuge
Sand
nuclear power plant
Nuclear power plants

From community detection to community profiling

Cai, H., Zheng, V. W., Zhu, F., Chang, K. C. C. & Huang, Z., Jan 1 2017, In : Proceedings of the VLDB Endowment. 10, 7, p. 817-828 12 p.

Research output: Contribution to journalConference article

Full-core analysis of thorium-fueled molten salt breeder reactor using the SERPENT 2 Monte Carlo code

Rykhlevskii, A., Lindsay, A. & Huff, K. D., Jan 1 2017, In : Transactions of the American Nuclear Society. 117, p. 1343-1346 4 p.

Research output: Contribution to journalConference article

Core analysis
Breeder reactors
Thorium
Molten materials
Salts

Geologic Carbon Storage at a One Million Tonne Demonstration Project: Lessons Learned from the Illinois Basin - Decatur Project

Greenberg, S. E., Bauer, R. A., Will, R., Locke, R. A., Carney, M., Leetaru, H. E. & Medler, J., Jan 1 2017, In : Energy Procedia. 114, p. 5529-5539 11 p.

Research output: Contribution to journalConference article

Biofuels
Sandstone
Carbon dioxide
Demonstrations
Carbon

Geomechanical Monitoring of CO2 Storage Reservoirs with Microseismicity

Goertz-Allmann, B. P., Oye, V., Gibbons, S. J. & Bauer, R. A., Jan 1 2017, In : Energy Procedia. 114, p. 3937-3947 11 p.

Research output: Contribution to journalConference article

Pressure gradient
Carbon capture
Monitoring
Pore pressure
Sensors

Glottal model based speech beamforming for Ad-hoc microphone arrays

Zhang, Y., Florèncio, D. & Hasegawa-Johnson, M., Jan 1 2017, In : Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2017-August, p. 2675-2679 5 p.

Research output: Contribution to journalConference article

Microphone Array
Beamforming
Microphones
Model-based
Calibration

High-order attention models for visual question answering

Schwartz, I., Schwing, A. G. & Hazan, T., Jan 1 2017, In : Advances in Neural Information Processing Systems. 2017-December, p. 3665-3675 11 p.

Research output: Contribution to journalConference article

Learning systems

How regularization affects the critical points in linear networks

Taghvaei, A., Kim, J. W. & Mehta, P. G., Jan 1 2017, In : Advances in Neural Information Processing Systems. 2017-December, p. 2503-2513 11 p.

Research output: Contribution to journalConference article

Linear networks
Linear transformations
Learning algorithms
Neural networks
Deep learning

Hydromechanical Aspects of CO2 Breakthrough into Clay-rich Caprock

Makhnenko, R. Y., Vilarrasa, V., Mylnikov, D. & Laloui, L., Jan 1 2017, In : Energy Procedia. 114, p. 3219-3228 10 p.

Research output: Contribution to journalConference article

Shale
Clay
Liquids
Rocks
Microstructure

Implementing design thinking into summer camp experience for high school women in materials engineering

Tyler, K. I., Johnson, N. & Krogstad, J. A., Jun 24 2017, In : ASEE Annual Conference and Exposition, Conference Proceedings. 2017-June

Research output: Contribution to journalConference article

Students
Materials science
Engineering technology
Feedback

Importance of side resistance in a 3D stability analysis

Akhtar, K. & Stark, T. D., Jan 1 2017, In : Geotechnical Special Publication. GSP 278, p. 285-293 9 p.

Research output: Contribution to journalConference article

stability analysis
earth pressure
safety
Earth (planet)
Continuum mechanics

Information-theoretic analysis of generalization capability of learning algorithms

Xu, A. & Raginsky, M., Jan 1 2017, In : Advances in Neural Information Processing Systems. 2017-December, p. 2525-2534 10 p.

Research output: Contribution to journalConference article

Information analysis
Learning algorithms
Entropy

Intentional utilization of strong nonlinearity in structural dynamics

Vakakis, A. F., Jan 1 2017, In : Procedia Engineering. 199, p. 70-77 8 p.

Research output: Contribution to journalConference article

Structural dynamics
Acoustics
Fluid structure interaction
Energy harvesting
Metamaterials

Interpretable and globally optimal prediction for textual grounding using image concepts

Yeh, R. A., Xiong, J., Hwu, W-M. W., Do, M. N. & Schwing, A. G., Jan 1 2017, In : Advances in Neural Information Processing Systems. 2017-December, p. 1913-1923 11 p.

Research output: Contribution to journalConference article

Electric grounding
Human computer interaction
Robotics

Inverse uncertainty quantification of trace physical model parameters with model discrepancy

Wu, X. & Kozlowski, T., Jan 1 2017, In : Transactions of the American Nuclear Society. 117, p. 1757-1760 4 p.

Research output: Contribution to journalConference article

Uncertainty

I've seen "enough": Incrementally improving visualizations to support rapid decision making

Rahman, S., Aliakbarpour, M., Kong, H. K., Blais, E., Karahalios, K. G., Parameswaran, A. G. & Rubinfield, R., Aug 1 2017, In : Proceedings of the VLDB Endowment. 10, 11, p. 1262-1273 12 p.

Research output: Contribution to journalConference article

Visualization
Decision making
Sampling
Data visualization

Join-Idle-Queue system with general service times: Large-scale limit of stationary distributions

Foss, S. & Stolyar, A., Sep 1 2017, In : Performance Evaluation Review. 45, 2, p. 45-47 3 p.

Research output: Contribution to journalConference article

Servers
Routing algorithms
Computer systems
Flow rate

Keeping current: An update on the structure and evaluation of a program for graduate women interested in engineering Academia

Jackson, N. D., Tyler, K. I., Li, Y., Chen, W. T., Liu, C. & Bhargava, R., Jun 24 2017, In : ASEE Annual Conference and Exposition, Conference Proceedings. 2017-June

Research output: Contribution to journalConference article

Students
Feedback
Technical presentations
Pipelines
Engineers

Kriging-based inverse uncertainty quantification of BISON fission gas release model

Wu, X. & Kozlowski, T., Jan 1 2017, In : Transactions of the American Nuclear Society. 116, p. 629-632 4 p.

Research output: Contribution to journalConference article

Gases
Uncertainty

Large deviations for increasing subsequences of permutations and a concurrency application

Baryshnikov, Y. & Magner, A., Sep 1 2017, In : Performance Evaluation Review. 45, 2, p. 39-41 3 p.

Research output: Contribution to journalConference article

Sampling
Geometry