University of Illinois at Urbana-Champaign

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Research Output 1956 2022

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Conference article
2017

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

Explicit Load Flow Series and Functions

Sauer, P. W., Jan 1 2017, In : Engineering News-Record.

Research output: Contribution to journalConference article

Electric potential
Taylor series
Fixed point

Extending legacy metadata with linked open data

Jett, J., Cole, T. W., Kinnaman, A., Kudeki, D., Han, M. J. K. & 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., Will, R., Locke, R., Carney, M., Leetaru, H. & 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., 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. L., 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

Learning causal structures using regression invariance

Ghassami, A. E., Salehkaleybar, S., Kiyavash, N. & Zhang, K., Jan 1 2017, In : Advances in Neural Information Processing Systems. 2017-December, p. 3012-3022 11 p.

Research output: Contribution to journalConference article

Invariance
Experiments

Localization in plane strain compression of fluid-saturated rock

Makhnenko, R. Y. & Labuz, J. F., Jan 1 2017, In : Springer Series in Geomechanics and Geoengineering. 191289, p. 33-38 6 p.

Research output: Contribution to journalConference article

plane strain
Sandstone
Compaction
compression
Rocks

MaskRNN: Instance level video object segmentation

Hu, Y. T., Huang, J. B. & Schwing, A. G., Jan 1 2017, In : Advances in Neural Information Processing Systems. 2017-December, p. 325-334 10 p.

Research output: Contribution to journalConference article

Electric fuses
Masks
Neural networks

Matrix norm estimation from a few entries

Khetan, A. & Oh, S., Jan 1 2017, In : Advances in Neural Information Processing Systems. 2017-December, p. 6425-6434 10 p.

Research output: Contribution to journalConference article

Sampling
Collaborative filtering
Electric network analysis
Experiments
Scheduling
Students
Testing
Machine shops
Maximum likelihood estimation

Mining Structures from Massive Text Data: A Data-Driven Approach

Han, J., Jan 1 2017, In : CEUR Workshop Proceedings. 2029, p. 16-19 4 p.

Research output: Contribution to journalConference article

Big data
Transcription
Clustering
Zero
Labels
Acoustics

Modular Spacetime and Metastring Theory

Freidel, L., Leigh, R. G. & Minic, D., Apr 4 2017, In : Journal of Physics: Conference Series. 804, 1, 012032.

Research output: Contribution to journalConference article

quantum theory
geometry
habitats
string theory
gravitation

Multi-task learning using mismatched transcription for under-resourced speech recognition

Do, V. H., Chen, N. F., Lim, B. P. & Hasegawa-Johnson, M., Jan 1 2017, In : Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2017-August, p. 734-738 5 p.

Research output: Contribution to journalConference article

Multi-task Learning
Transcription
Speech Recognition
Speech recognition
Acoustics

Neutron and ion irradiation studies on advanced steels using the nuclear science user facilities

Liu, X., Miao, Y., Chen, W. Y., Wu, Y., Li, M. & Stubbins, J. F., Jan 1 2017, In : Transactions of the American Nuclear Society. 116, p. 369-370 2 p.

Research output: Contribution to journalConference article

Neutron irradiation
Ion bombardment
Steel

Next Generation Wireless Smart Sensors Toward Sustainable Civil Infrastructure

Spencer, B. F., Park, J. W., Mechitov, K. A., Jo, H. & Agha, G. A., Jan 1 2017, In : Procedia Engineering. 171, p. 5-13 9 p.

Research output: Contribution to journalConference article

Smart sensors
Structural health monitoring
Zigbee
Monitoring
Damage detection

Nonlinear 3-D modeling of dense sand and the simulation of a soil-structure system under multi-directional loading

Numanoglu, O. A., Hashash, Y. M. A., Cerna-Diaz, A., Olson, S. M., Bhaumik, L., Rutherford, C. J. & Weaver, T., Jan 1 2017, In : Geotechnical Special Publication. GSP 281, p. 379-388 10 p.

Research output: Contribution to journalConference article

Shear strain
Centrifuges
Constitutive models
soil structure
Nuclear power plants

Numerical modeling of fluid flow in a fault zone: A case of study from Majella Mountain (Italy)

Romano, V., De'Haven Hyman, J., Karra, S., Valocchi, A. J., Battaglia, M. & Bigi, S., Jan 1 2017, In : Energy Procedia. 125, p. 556-560 5 p.

Research output: Contribution to journalConference article

Flow of fluids
Flow simulation
Porous materials
Numerical models
Hydraulics

Oil flow at the scroll compressor discharge: Visualization and CFD simulation

Xu, J. & Hrnjak, P., Sep 6 2017, In : IOP Conference Series: Materials Science and Engineering. 232, 1, 012051.

Research output: Contribution to journalConference article

Scroll compressors
Discharge (fluid mechanics)
Computational fluid dynamics
Oils
Visualization

Online learning for multivariate hawkes processes

Yang, Y., Etesami, J., He, N. & Kiyavash, N., Jan 1 2017, In : Advances in Neural Information Processing Systems. 2017-December, p. 4938-4947 10 p.

Research output: Contribution to journalConference article

Learning algorithms
Hilbert spaces

Online reprocessing simulation fot thorium-fueled molten salt breeder reactor

Rykhlevskii, A., Lindsay, A. & Huff, K. D., Jan 1 2017, In : Transactions of the American Nuclear Society. 117, p. 239-242 4 p.

Research output: Contribution to journalConference article

Breeder reactors
Thorium
Molten materials
Salts

On the Analysis of Chatter in Mechanical Systems with Impacts

Dankowicz, H. & Fotsch, E., Jan 1 2017, In : Procedia IUTAM. 20, p. 18-25 8 p.

Research output: Contribution to journalConference article

Orbits
Pressure relief valves
Momentum
Mechanics

Optimal sample complexity of M-wise Data for Top-K ranking

Jang, M., Kim, S., Suh, C. & Oh, S., Jan 1 2017, In : Advances in Neural Information Processing Systems. 2017-December, p. 1687-1697 11 p.

Research output: Contribution to journalConference article

Maximum likelihood estimation
Error analysis
Agglomeration
Experiments

ORPHEUSDB: Bolton versioning for relational databases

Huang, S., Xu, L., Liu, J., Elmore, A. J. & Parameswaran, A., Jun 1 2017, In : Proceedings of the VLDB Endowment. 10, 10, p. 1130-1141 12 p.

Research output: Contribution to journalConference article

Relational database systems
Bolts
Data structures
Control systems

Overcoming difficulties in research statement preparation for the academic job search: Expansion of a peer-focused professional development program

Tyler, K. I., Li, Y., Jackson, N. D., 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

Technical presentations
Students