University of Illinois at Urbana-Champaign

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Research Output 1956 2022

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Conference article
2017

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. & 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

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. S., 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. G., 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

Potential for Fault Reactivation Due to CO2 Injection in a Semi-Closed Saline Aquifer

Vilarrasa, V., Makhnenko, R. Y. & Laloui, L., Jan 1 2017, In : Energy Procedia. 114, p. 3282-3290 9 p.

Research output: Contribution to journalConference article

Aquifers
Earthquakes
Clay
Engineering education
Students
Communication

Pricing for sharing economy with reputation

Ma, Q., Huang, J., Basar, M. T., Liu, J. & Chen, X., Jan 12 2017, In : Performance Evaluation Review. 44, 3, 1 p.

Research output: Contribution to journalConference article

Primary vertex reconstruction at the ATLAS experiment

Boutle, S., Casper, D., Hooberman, B., Grimm, K., Gui, B., Lee, G., Maurer, J., Morley, A., Griso, S. P., Petersen, B., Prokofiev, K., Shan, L., Shope, D., Wharton, A., Whitmore, B. & Zhang, M., Nov 23 2017, In : Journal of Physics: Conference Series. 898, 4, 042056.

Research output: Contribution to journalConference article

center of mass
congressional reports
apexes
predictions
energy

Probabilistic rule realization and selection

Yu, H., Li, T. & Varshney, L. R., Jan 1 2017, In : Advances in Neural Information Processing Systems. 2017-December, p. 1563-1573 11 p.

Research output: Contribution to journalConference article

Invariance
Chemical analysis
Scheduling
Costs

Probability models to assess the seismic safety of rigid block-like structures and the effectiveness of two safety devices

Contento, A., Gardoni, P., Egidio, A. D. & De Leo, A. M., Jan 1 2017, In : Procedia Engineering. 199, p. 1164-1169 6 p.

Research output: Contribution to journalConference article

Safety devices
Seismic response
Pendulums
Nonlinear equations
Equations of motion

Quantification of Viscous Creep Influence on Storage Capacity of Caprock

Räss, L., Makhnenko, R., Podladchikov, Y. & Laloui, L., Jan 1 2017, In : Energy Procedia. 114, p. 3237-3246 10 p.

Research output: Contribution to journalConference article

Creep
Porosity
Shale
Climate change
Flow of fluids

Refrigerant Charge Imbalance in a Mobile Reversible Air Conditioning-Heat Pump System

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

Research output: Contribution to journalConference article

Heat pump systems
Refrigerants
Air conditioning
Cooling
Heating

Regulatory Uncertainty and its Effects on Monitoring Activities of a Major Demonstration Project: The Illinois Basin - Decatur Project Case

Locke, R. A., Greenberg, S. E., Jagucki, P., Krapac, I. G. & Shao, H., Jan 1 2017, In : Energy Procedia. 114, p. 5570-5579 10 p.

Research output: Contribution to journalConference article

Demonstrations
Monitoring
Carbon
Communication
Uncertainty

Samza: Stateful scalable stream processing at linkedin

Noghabi, S. A., Paramasivamy, K., Pany, Y., Rameshy, N., Bringhursty, J., Gupta, I. & Campbell, R. H., Aug 1 2017, In : Proceedings of the VLDB Endowment. 10, 12, p. 1634-1645 12 p.

Research output: Contribution to journalConference article

Processing
Containers
Recovery
Scheduling
Throughput

Scalable visualization for high-dimensional single-cell data

Kim, J., Russell, N. & Peng, J., Jan 1 2017, In : Pacific Symposium on Biocomputing. 0, 212679, p. 623-634 12 p.

Research output: Contribution to journalConference article

Open Access
Visualization
Tissue
Sampling
Single-Cell Analysis
Technology

Selecting Minimum Factors of Safety for 3D Slope Stability Analyses

Stark, T. D. & Ruffing, D. G., Jan 1 2017, In : Geotechnical Special Publication. GSP 283, p. 259-266 8 p.

Research output: Contribution to journalConference article

Slope stability
slope stability
safety
slope failure
Engineers

Service life and design implications of HDPE geomembranes at elevated temperature landfills

Jafari, N. H. & Stark, T. D., Jan 1 2017, In : Geotechnical Special Publication. GSP 280, p. 198-208 11 p.

Research output: Contribution to journalConference article

Geomembranes
geomembrane
High density polyethylenes
Land fill
Service life

South West Hub CCS Project: Evolution of Storage Site Characterization through Targeted Research and its Impact on Uncertainty Reduction

Stalker, L. & Whittaker, S. G., Jan 1 2017, In : Energy Procedia. 114, p. 5981-5993 13 p.

Research output: Contribution to journalConference article

Sandstone
Carbon capture
Electric fault location
Greenhouse gases
Dynamic models

Spectrally-normalized margin bounds for neural networks

Bartlett, P. L., Foster, D. J. & Telgarsky, M. J., Jan 1 2017, In : Advances in Neural Information Processing Systems. 2017-December, p. 6241-6250 10 p.

Research output: Contribution to journalConference article

Labels
Neural networks

Speech enhancement using bayesianwavenet

Qian, K., Zhang, Y., Chang, S., Yang, X., Florèncio, D. & Hasegawa-Johnson, M. A., Jan 1 2017, In : Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2017-August, p. 2013-2017 5 p.

Research output: Contribution to journalConference article

Speech Enhancement
Speech enhancement
Spectrogram
Conditional Distribution
Prior distribution

Status and Prospects for the EXO-200 and nEXO Experiments

Yang, L., Sep 20 2017, In : Journal of Physics: Conference Series. 888, 1, 012032.

Research output: Contribution to journalConference article

detectors
pilot plants
sensitivity
interruption
decay

Strategy for reliable strain measurement in InAs/GaAs materials from high-resolution Z-contrast STEM images

Vatanparast, M., Vullum, P. E., Nord, M., Zuo, J. M., Reenaas, T. W. & Holmestad, R., Oct 16 2017, In : Journal of Physics: Conference Series. 902, 1, 012021.

Research output: Contribution to journalConference article

strain measurement
transmission electron microscopy
scanning electron microscopy
high resolution
aberration

Students' conception and application of mechanical equilibrium through their sketches

Johnson, N. & Herman, G. L., Jun 24 2017, In : ASEE Annual Conference and Exposition, Conference Proceedings. 2017-June

Research output: Contribution to journalConference article

Students

Sulfate and nitrate in wet atmospheric deposition on the coast of the Gulf of Mexico from 2003 to 2015

Sosa, R. E., Bravo, H. A., Alarcón, A. L. J., Del Carmen Torres, B. M., Sánchez, P. A., Jaimes, M. P., Granados, E. H. & Gay, D. A., Jan 1 2017, In : Proceedings of the Air and Waste Management Association's Annual Conference and Exhibition, AWMA.

Research output: Contribution to journalConference article

Acid rain
atmospheric deposition
Coastal zones
acid rain
Nitrates

Synergistic spent nuclear fuel dynamics within the European union

Bae, J. W., Huff, K. D. & Singer, C. E., Jan 1 2017, In : Transactions of the American Nuclear Society. 117, p. 261-265 5 p.

Research output: Contribution to journalConference article

Light water reactors
Fast reactors
Spent fuels
Nuclear fuels
Sodium

Team ELISA system for DARPA LORELEI speech evaluation 2016

Papadopoulos, P., Travadi, R., Vaz, C., Malandrakis, N., Hermjakob, U., Pourdamghani, N., Pust, M., Zhang, B., Pan, X., Lu, D., Lin, Y., Glembek, O., Baskar, M. K., Karafiát, M., Burget, L., Hasegawa-Johnson, M., Ji, H., May, J., Knight, K. & Narayanan, S., Jan 1 2017, In : Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2017-August, p. 2053-2057 5 p.

Research output: Contribution to journalConference article

Enzyme-linked Immunosorbent Assay
Resources
Evaluation
Disasters
Curve
Color
Students
Engineering education
Education
Engineers

The Genesis of the CO2 Storage Resources Management System (SRMS)

Frailey, S. M., Tucker, O. & Koperna, G. J., Jan 1 2017, In : Energy Procedia. 114, p. 4262-4269 8 p.

Research output: Contribution to journalConference article

Crude oil
Carbon capture
Petroleum industry
Labels
Carbon dioxide

Uncertainty quantification for steady-state PSBT benchmark using surrogate models

Borowiec, K., Wang, C., Kozlowski, T. & Brooks, C., Jan 1 2017, In : Transactions of the American Nuclear Society. 117, p. 119-122 4 p.

Research output: Contribution to journalConference article

Uncertainty

Understanding workers, developing effective tasks, and enhancing marketplace dynamics: A study of a large crowdsourcing marketplace

Jain, A., Das Sarma, A., Parameswaran, A. & Widom, J., Jan 1 2017, In : Proceedings of the VLDB Endowment. 10, 7, p. 829-840 12 p.

Research output: Contribution to journalConference article

Ecosystems
Event Detection
Roughness
Filtering
Surface roughness
Accumulate

Volumetric strain in non-plastic silty sand subject to multidirectional cyclic loading

Bhaumik, L., Rutherford, C. J., Cerna-Diaz, A., Olson, S. M., Numanoglu, O. A., Hashash, Y. M. A. & Weaver, T., Jan 1 2017, In : Geotechnical Special Publication. GSP 281, p. 150-159 10 p.

Research output: Contribution to journalConference article

cyclic loading
Sand
sand
compaction
Compaction

Well-based Monitoring Schemes for the South West Hub Project, Western Australia

Ricard, L., Michael, K., Whittaker, S. G., Harris, B., Hortle, A., Stalker, L. & Freifeld, B., Jan 1 2017, In : Energy Procedia. 114, p. 5791-5798 8 p.

Research output: Contribution to journalConference article

Monitoring
Well drilling
Well logging
Chemical activation
Geometry