University of Illinois at Urbana-Champaign

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Research Output 1956 2022

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Conference article
2018

Deep structured prediction with nonlinear output transformations

Graber, C., Meshi, O. & Schwing, A. G., Jan 1 2018, In : Advances in Neural Information Processing Systems. 2018-December, p. 6320-6331 12 p.

Research output: Contribution to journalConference article

Computational complexity
Semantics

Design and analysis of air-core superconducting generator for wind power applications

Cho, H. W., Feddersen, M. & Haran, K. S., Jul 26 2018, In : Journal of Physics: Conference Series. 1054, 1, 012083.

Research output: Contribution to journalConference article

generators
air
shielding
coils
magnetic circuits

Development of a United States Community Shear Wave Velocity Profile Database

Ahdi, S. K., Sadiq, S., Ilhan, O., Bozorgnia, Y., Hashash, Y. M. A., Kwak, D. Y., Park, D., Yong, A. & Stewart, J. P., Jan 1 2018, In : Geotechnical Special Publication. 2018-June, GSP 291, p. 330-339 10 p.

Research output: Contribution to journalConference article

Shear waves
velocity profile
wave velocity
S-wave
Metadata

Disconnected hadronic vacuum polarization contribution to the muon g-2 with HISQ

Yamamoto, S., DeTar, C., El-Khadra, A. X., McNeile, C., Van De Water, R. S. & Vaquero, A., Jan 1 2018, In : Proceedings of Science. 334, 322.

Research output: Contribution to journalConference article

muons
quarks
vacuum
polarization
current density

Discriminative bag-of-cells for imaging-genomics

Chidester, B., Do, M. N. & Ma, J., Jan 1 2018, In : Pacific Symposium on Biocomputing. 0, 212669, p. 319-330 12 p.

Research output: Contribution to journalConference article

Genomics
Imaging techniques
Learning systems
Screening
Neural networks

D meson Semileptonic Decay Form Factors at q2 = 0

Li, R., Bazavov, A., Bernard, C. W., DeTar, C., Du, D., El-Khadra, A. X., Gámiz, E., Gottlieb, S., Heller, U. M., Komijani, J., Kronfeld, A. S., Laiho, J., Mackenzie, P. B., Neil, E. T., Primer, T., Simone, J. N., Sugar, R. L., Toussaint, D., Van De Water, R. S. & Zhou, R., Jan 1 2018, In : Proceedings of Science. 334, 269.

Research output: Contribution to journalConference article

form factors
mesons
decay
quarks
momentum transfer

Doing science with fidelity to persons: Instantiations of caring participation in science practices

Krist, C. & Suárez, E. A., Jan 1 2018, In : Proceedings of International Conference of the Learning Sciences, ICLS. 1, 2018-June, p. 424-431 8 p.

Research output: Contribution to journalConference article

participation
human being
science
Education
Students

Droplet evaporation on functional surfaces

Alperen Günay, A., Gnadt, M., Sett, S., Oh, J. & Miljkovic, N., Jan 1 2018, In : International Heat Transfer Conference. 2018-August, p. 1285-1291 7 p.

Research output: Contribution to journalConference article

Evaporation
evaporation
dispensers
Application programs
internal flow

Effective grain-size of mastery-style online homework levels

Gutmann, B., Schroeder, N. & Stelzer, T. J., Jan 1 2018, In : Physics Education Research Conference Proceedings. 2018

Research output: Contribution to journalConference article

homework
students
agricultural product
grain size
student

Effects of multiple trapezoidal vortex generators on flow and surface cooling

Park, J., Alvarado, J. L., Chamorro, L. P. & Marsh, C. P., Jan 1 2018, In : International Heat Transfer Conference. 2018-August, p. 3005-3014 10 p.

Research output: Contribution to journalConference article

surface cooling
vortex generators
Gas generators
Vortex flow
Cooling

Efforts on optical scale imaging for physically observing slow dynamics

Bittner, J. & Popovics, J. S., Jan 1 2018, In : Proceedings of Meetings on Acoustics. 34, 1, 045014.

Research output: Contribution to journalConference article

Open Access
composite materials
vibration
microstructure
cements
imaging techniques

Electron localization properties in high pressure hydrogen at the liquid-liquid phase transition by Coupled Electron-Ion Monte Carlo

Pierleoni, C., Rillo, G., Ceperley, D. M. & Holzmann, M., Dec 24 2018, In : Journal of Physics: Conference Series. 1136, 1, 012005.

Research output: Contribution to journalConference article

liquid phases
hydrogen
liquids
ions
electrons

Emergent leadership and its influence on collaborative and individual reasoning

Sun, J., Datu, E., Warchola, G. & Anderson, R. C., Jan 1 2018, In : Proceedings of International Conference of the Learning Sciences, ICLS. 2, 2018-June, p. 977-980 4 p.

Research output: Contribution to journalConference article

leadership
child benefit
cognitive development
argumentation
group discussion

Epistemic agency as a members’ experience

Keifert, D., Krist, C., Scipio, D. & Philips, A., Jan 1 2018, In : Proceedings of International Conference of the Learning Sciences, ICLS. 1, 2018-June, p. 192-199 8 p.

Research output: Contribution to journalConference article

experience
learning environment
equity
educator
learning

Estimators for multivariate information measures in general probability spaces

Rahimzamani, A., Viswanath, P., Asnani, H. & Kannan, S., Jan 1 2018, In : Advances in Neural Information Processing Systems. 2018-December, p. 8664-8675 12 p.

Research output: Contribution to journalConference article

Entropy
Radon
Model structures
Learning systems
Feature extraction

Examining engineering writing instruction at a large research university through the lens of writing studies

Yoritomo, J. Y., Turnipseed, N., Cooper, S. L., Elliott, C. M., Gallagher, J. R., Popovics, J. S., Prior, P. & Zilles, J. L., Jun 23 2018, In : ASEE Annual Conference and Exposition, Conference Proceedings. 2018-June, 22 p.

Research output: Contribution to journalConference article

Technical writing
Lenses
Students
Curricula
Innovation

Exploring multimodal scaffolds supporting middle school students’ construction of causal-mechanistic scientific explanations

Mathayas, N. & Brown, D. E., Jan 1 2018, In : Proceedings of International Conference of the Learning Sciences, ICLS. 1, 2018-June, p. 56-63 8 p.

Research output: Contribution to journalConference article

Scaffolds
Students
student
simulation
computer simulation

Exploring the Response of Combined Urban Sewer System to the Implementation of Green Roof

Gao, Y., Wang, D., Schmidt, A. & Tang, Y., Aug 16 2018, In : IOP Conference Series: Earth and Environmental Science. 178, 1, 012043.

Research output: Contribution to journalConference article

roof
runoff
catchment
peak discharge
water storage

First year engineering students perceptions of engineering

Bays-Muchmore, M. F. & Chronopoulou, A., Jun 23 2018, In : ASEE Annual Conference and Exposition, Conference Proceedings. 2018-June

Research output: Contribution to journalConference article

Students
Engineers
Planning
Application programs
Internet
empowerment
ability
everyday life

Full of beans: A study on the alignment of two flowering plants classification systems

Cheng, Y. Y. & Ludaescher, B., Jan 1 2018, In : CEUR Workshop Proceedings. 2200, p. 53-63 11 p.

Research output: Contribution to journalConference article

Taxonomies
Biodiversity
Merging
DNA
Genes

Global geometry of multichannel sparse blind deconvolution on the sphere

Li, Y. & Bresler, Y., Jan 1 2018, In : Advances in Neural Information Processing Systems. 2018-December, p. 1132-1143 12 p.

Research output: Contribution to journalConference article

Deconvolution
Convolution
Recovery
Geometry
Experiments

Gradiveq: Vector quantization for bandwidth-efficient gradient aggregation in distributed CNN training

Yu, M., Lin, Z., Narra, K., Li, S., Li, Y., Kim, N. S., Schwing, A., Annavaram, M. & Avestimehr, S., Jan 1 2018, In : Advances in Neural Information Processing Systems. 2018-December, p. 5123-5133 11 p.

Research output: Contribution to journalConference article

Vector quantization
Agglomeration
Neural networks
Bandwidth
Communication

Heavy-traffic delay insensitivity in connection-level models of data transfer with proportionally fair bandwidth sharing

Wang, W., Srikant, R., Maguluri, S. T. & Ying, L., Mar 20 2018, In : Performance Evaluation Review. 45, 3, p. 232-245 14 p.

Research output: Contribution to journalConference article

Frequency allocation
Data transfer
Bandwidth
Lyapunov functions

HELIX: Accelerating human-in-the-loop machine learning

Xin, D., Ma, L., Liu, J., Macke, S., Song, S. & Parameswaran, A., Jan 1 2018, In : Proceedings of the VLDB Endowment. 11, 12, p. 1958-1961 4 p.

Research output: Contribution to journalConference article

Learning systems
Processing
Costs

High-resolution neutron imaging: Investigating anisotropic hydride structure in Zircaloy-4 nuclear fuel cladding

Lin, J. L., Zhong, W., Bilheux, H. Z. & Heuser, B. J., Jan 1 2018, In : Transactions of the American Nuclear Society. 118, p. 1621-1623 3 p.

Research output: Contribution to journalConference article

Nuclear fuel cladding
Hydrides
Neutrons
Imaging techniques

How is calculus applied in engineering statics?

Faulkner, B. E. & Herman, G. L., Jun 23 2018, In : ASEE Annual Conference and Exposition, Conference Proceedings. 2018-June

Research output: Contribution to journalConference article

Curricula
Students

How structures move: Three projects in deployable structures

Krishnan, S. & Li, Y., Jun 23 2018, In : ASEE Annual Conference and Exposition, Conference Proceedings. 2018-June

Research output: Contribution to journalConference article

Curricula
Students
Teaching

Impact of geometrical characteristics on the condensate retention and frost formation on metal foams

Nawaz, K. & Jacobi, A. M., Jan 1 2018, In : International Heat Transfer Conference. 2018-August, p. 8195-8202 8 p.

Research output: Contribution to journalConference article

metal foams
frost
condensates
Foams
Metals

Implementation of Reinforcement Learning on Air Source Heat Pump Defrost Control for Full Electric Vehicles

Zhu, J. & Elbel, S., Jan 1 2018, In : SAE Technical Papers. 2018-April

Research output: Contribution to journalConference article

Air source heat pumps
Reinforcement learning
Electric vehicles
Pumps
Evaporators

Importance of implied strength correction for 1D site response at shallow sites at a moderate to low seismicity region

Aaqib, M., Sadiq, S., Park, D., Hashash, Y. M. A. & Pehlivan, M., Jan 1 2018, In : Geotechnical Special Publication. 2018-June, GSP 291, p. 445-453 9 p.

Research output: Contribution to journalConference article

seismicity
response analysis
ground motion
stiffness
Stiffness
Multi-task Learning
Landmarks
Labels
Acoustics
Speech recognition
Distillation
Transcription
Interpolation
Interpolate
Neural Networks

Infant emotional outbursts detection in infant-parent spoken interactions

Yijia, X., Allan, H. J. M. & McElwain Nancy, L., Jan 1 2018, In : Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2018-September, p. 242-246 5 p.

Research output: Contribution to journalConference article

Discriminant analysis
Discriminant Analysis
Interaction
Discounting
Hidden Markov models
cassava
ground penetrating radar
Radar
plots
radar data

In-situ synchrotron x-ray scattering study on the tensile properties of neutron irradiated ferritic/martensitic alloys

Lee, H., Liu, X., Lan, K. C., Yan, H., Li, M., Zhang, X., Xu, C., Park, J. S., Almer, J. & Stubbins, J. F., Jan 1 2018, In : Transactions of the American Nuclear Society. 118, p. 1651-1653 3 p.

Research output: Contribution to journalConference article

Synchrotrons
Tensile properties
Neutrons
Scattering
X rays

Integrative engineering leadership initiative for teaching excellence (iELITE)

Choi, H. H., Chen, Y. W., Beckman, A. M., Anderson, L., Johnson, B. E., Goodman, M. D. & Johnson-Glauch, N., Jun 23 2018, In : ASEE Annual Conference and Exposition, Conference Proceedings. 2018-June

Research output: Contribution to journalConference article

Teaching
Students
Communication
Industry

Intersecting identities of women in engineering

Mendenhall, R., Cross, K. J., Amos, J. R., Clancy, K. B. H., Imoukhuede, P. U. II. & Cromley, J. G., Jun 23 2018, In : ASEE Annual Conference and Exposition, Conference Proceedings. 2018-June

Research output: Contribution to journalConference article

Uncertainty

Investigation of factors promoting competitive candidates for entry-level bioengineering positions

Pool, M. A., Darling, M. R. & Dupont, G. R., Jun 23 2018, In : ASEE Annual Conference and Exposition, Conference Proceedings. 2018-June

Research output: Contribution to journalConference article

Bioengineering

Large deviations for increasing subsequences of permutations and a concurrency application

Baryshnikov, Y. & Magner, A., Mar 20 2018, In : Performance Evaluation Review. 45, 3, p. 84-89 6 p.

Research output: Contribution to journalConference article

Sampling
Geometry

Large-scale integration of heterogeneous pharmacogenomic data for identifying drug mechanism of action

Luo, Y., Wang, S., Xiao, J. & Peng, J., Jan 1 2018, In : Pacific Symposium on Biocomputing. 0, 212669, p. 44-55 12 p.

Research output: Contribution to journalConference article

LSI circuits
Pharmacogenetics
Bipolar Disorder
Pharmaceutical Preparations
Information Storage and Retrieval

Large-Scale Simulations of Foamed Glass Aggregate for Geotechnical Design Parameters

Aminpour, P., Sjoblom, K. J., Yeom, S., Swan, R. H., Filshill, A. & Stark, T. D., Jan 1 2018, In : Geotechnical Special Publication. 2018-March, GSP 295, p. 206-217 12 p.

Research output: Contribution to journalConference article

glass
Glass
simulation
engineering
earth pressure

Long-term subsidence of beach nourishment and dune restoration in Caminada headlands, coastal Louisiana

Jafari, N. H., Harris, B. D. & Stark, T. D., Jan 1 2018, In : Proceedings of the Coastal Engineering Conference. 36, 2018

Research output: Contribution to journalConference article

Machine Learning in High Energy Physics Community White Paper

Albertsson, K., Altoe, P., Anderson, D., Andrews, M., Araque Espinosa, J. P., Aurisano, A., Basara, L., Bevan, A., Bhimji, W., Bonacorsi, D., Calafiura, P., Campanelli, M., Capps, L., Carminati, F., Carrazza, S., Childers, T., Coniavitis, E., Cranmer, K., David, C., Davis, D. & 99 others, Duarte, J., Erdmann, M., Eschle, J., Farbin, A., Feickert, M., Castro, N. F., Fitzpatrick, C., Floris, M., Forti, A., Garra-Tico, J., Gemmler, J., Girone, M., Glaysher, P., Gleyzer, S., Gligorov, V., Golling, T., Graw, J., Gray, L., Greenwood, D., Hacker, T., Harvey, J., Hegner, B., Heinrich, L., Hooberman, B., Junggeburth, J., Kagan, M., Kane, M., Kanishchev, K., Karpiński, P., Kassabov, Z., Kaul, G., Kcira, D., Keck, T., Klimentov, A., Kowalkowski, J., Kreczko, L., Kurepin, A., Kutschke, R., Kuznetsov, V., Köhler, N., Lakomov, I., Lannon, K., Lassnig, M., Limosani, A., Louppe, G., Mangu, A., Mato, P., Meinhard, H., Menasce, D., Moneta, L., Moortgat, S., Narain, M., Neubauer, M., Newman, H., Pabst, H., Paganini, M., Paulini, M., Perdue, G., Perez, U., Picazio, A., Pivarski, J., Prosper, H., Psihas, F., Radovic, A., Reece, R., Rinkevicius, A., Rodrigues, E., Rorie, J., Rousseau, D., Sauers, A., Schramm, S., Schwartzman, A., Severini, H., Seyfert, P., Siroky, F., Skazytkin, K., Sokoloff, M., Stewart, G., Stienen, B., Stockdale, I., Strong, G., Thais, S., Tomko, K., Upfal, E., Usai, E., Ustyuzhanin, A., Vala, M., Vallecorsa, S., Vasel, J., Verzetti, M., Vilasís-Cardona, X., Vlimant, J. R., Vukotic, I., Wang, S. J., Watts, G., Williams, M., Wu, W., Wunsch, S. & Zapata, O., Oct 18 2018, In : Journal of Physics: Conference Series. 1085, 2, 022008.

Research output: Contribution to journalConference article

machine learning
physics
research and development
resources
energy

Management strategies for industrial laboratories with knowledge memory

Mitra, D. & Wang, Q., Mar 20 2018, In : Performance Evaluation Review. 45, 3, p. 210-216 7 p.

Research output: Contribution to journalConference article

Industrial laboratories
Profitability
Data storage equipment
Sales
Costs
group interaction
video
Students
learning
student

Measurements of the Evaporation Behavior of the Film of Fuel Blends

Liang, Z., Yan, J., Li, G., Lee, T., Zhang, L. & Lee, C. F., Jan 1 2018, In : SAE Technical Papers. 2018-April

Research output: Contribution to journalConference article

Evaporation
Propanol
Butenes
Temperature
Boiling point

Measuring student learning of crystal structures using computer-based visualizations

Gentry, S. P., Faltens, T., Wheeler, W. A. & Schleife, A., Jun 23 2018, In : ASEE Annual Conference and Exposition, Conference Proceedings. 2018-June

Research output: Contribution to journalConference article

Visualization
Crystal structure
Students
Drawing (graphics)
Materials science

Metal foams: Novel materials for air cooling and heating application- Performance under dry, wet and frosting conditions

Nawaz, K. & Jacobi, A. M., Jan 1 2018, In : International Heat Transfer Conference. 2018-August, p. 5451-5458 8 p.

Research output: Contribution to journalConference article

metal foams
air cooling
heat exchangers
Heat exchangers
Foams