Grainger College of Engineering

University of Illinois Urbana-Champaign

Email[email protected]
Websitehttps://grainger.illinois.edu/

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2019
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. X., 2019, p. 181-192. 12 p.
Research output: Contribution to conference › Paper › peer-review
A machine learning-based method for building code requirement hierarchy extraction
Zhang, R. & El-Gohary, N., 2019.
Research output: Contribution to conference › Paper › peer-review
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., 2019.
Research output: Contribution to conference › Paper › peer-review
Analysis of sensitivity and uncertainty quantification for transient simulation with the emphasis on changes in the transient structure
Borowiec, K., Pigg, C. & Kozlowski, T., 2019, p. 5239-5252. 14 p.
Research output: Contribution to conference › Paper › peer-review
An intelligent assistant for mediation analysis in visual analytics
Yen, C. H., Yen, Y. C. & Fu, W. T., 2019, p. 432-436. 5 p.
Research output: Contribution to conference › Paper › peer-review
A resilience-based framework for design optimization of interdependent buildings
Gudipati, V. K. & Cha, E. J., 2019.
Research output: Contribution to conference › Paper › peer-review
Automatic microscopic cell counting by use of deeply-supervised density regression model
He, S., Minn, K. T., Solnica-krezel, L., Anastasio, M. & Li, H., Mar 18 2019, p. 19.
Research output: Contribution to conference › Paper › peer-review
Automatic microscopic cell counting by use of unsupervised adversarial domain adaptation and supervised density regression
He, S., Minn, K. T., Solnica-krezel, L., Li, H. & Anastasio, M., Mar 18 2019, p. 2.
Research output: Contribution to conference › Paper › peer-review
Avoiding drill-down fallacies with vispilot: Assisted exploration of data subsets
Lee, D. J. L., Dev, H., Hu, H., Elmeleegy, H. & Parameswaran, A., 2019, p. 186-196. 11 p.
Research output: Contribution to conference › Paper › peer-review
Building leadership opportunities
Bernhard, J. & Hornak, L., Apr 18 2019.
Research output: Contribution to conference › Paper › peer-review
Characterizing audio adversarial examples using temporal dependency
Yang, Z., Chen, P. Y., Li, B. & Song, D., 2019.
Research output: Contribution to conference › Paper › peer-review
Characterizing the mechanism and rate of calcium phosphate precipitation in aerobic granular sludge
Kitt, D., Wei, S., Winkler, M. & Cusick, R. D., 2019, p. 3550-3554. 5 p.
Research output: Contribution to conference › Paper › peer-review
Coherent structure deformation in a turbulent pipe flow with a spatially-developing pressure gradient
Saxton-Fox, T., Ding, L., Smits, A. & Hultmark, M., 2019.
Research output: Contribution to conference › Paper › peer-review
Comparison of the 3D nodal integral method for arbitrary hexahedral elements and spectral element method
Jarrah, I. & Rizwan-Uddin, 2019, p. 2260-2273. 14 p.
Research output: Contribution to conference › Paper › peer-review
Conductive nanocomposites manufactured via frontal polymerization
Dean, L. M., Guo, A. X., Aw, J. E., Yourdkhani, M., Geubelle, P. H. & Sottos, N. R., 2019.
Research output: Contribution to conference › Paper › peer-review
Creating and assessing stem kits for p-12 teacher use
Coffman-Wolph, S., Gray, K. & Pool, M., Jul 28 2019.
Research output: Contribution to conference › Paper › peer-review
Determination of seed rate for mechanical transplanting of hybrid paddy variety in Bangladesh
Sarkar, S., Ashik-E-Rabbani, M., Samiul Basir, M., Mosharraf Hossain, M., Saha, C. K., Monjurul Alam, M., Kalita, P. K. & Hansen, A. C., 2019.
Research output: Contribution to conference › Paper › peer-review
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., 2019.
Research output: Contribution to conference › Paper › peer-review
Dynamic Pricing for Airline Ancillaries with Customer Context
Shukla, N., Kolbeinsson, A., Otwell, K., Marla, L. & Yellepeddi, K., Jul 25 2019, p. 2174-2182. 9 p.
Research output: Contribution to conference › Paper › peer-review
Effect of gravity on hydrodynamically unstable flames
Matsue, K., Mohan, S. & Matalon, M., 2019.
Research output: Contribution to conference › Paper › peer-review
Effects of pressure gradients and streamline curvature on the statistics of a turbulent pipe flow
Ding, L., Saxton-Fox, T., Hultmark, M. & Smits, A., 2019.
Research output: Contribution to conference › Paper › peer-review
Estimating the probability of multiple misloads in spent fuel casks for light water reactor systems
Jarrah, I. & Rizwan-Uddin, 2019, p. 232-241. 10 p.
Research output: Contribution to conference › Paper › peer-review
Fall of empires: Breaking byzantine-tolerant SGD by inner product manipulation
Xie, C., Koyejo, O. & Gupta, I., 2019.
Research output: Contribution to conference › Paper › peer-review
From Unstructured Text to TextCube: Automated Construction and Multidimensional Exploration
Han, J., 2019, p. 5-6. 2 p.
Research output: Contribution to conference › Paper › peer-review

Open Access
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., 2019.
Research output: Contribution to conference › Paper › peer-review
Gradient descent aligns the layers of deep linear networks
Ji, Z. & Telgarsky, M., 2019.
Research output: Contribution to conference › Paper › peer-review
Home, safehome: Ensuring a safe and reliable home using the edge
Ahsan, S. B., Yang, R., Noghabi, S. A. & Gupta, I., 2019.
Research output: Contribution to conference › Paper › peer-review
Hybrid nodal integral-finite element method (NI-FEM) for 2D, time-dependent Burgers’ equation in arbitrary geometries
Namala, S. & Rizwan-Uddin, 2019, p. 3741-3755. 15 p.
Research output: Contribution to conference › Paper › peer-review
Impact of climate change to hurricane loss to the Gulf coast of the US
Lin, C. Y. & Cha, E. J., 2019.
Research output: Contribution to conference › Paper › peer-review
Improving the smoothed complexity of FLIP for max cut problems
Bibak, A., Carlson, C. & Chandrasekaran, K., 2019, p. 897-916. 20 p.
Research output: Contribution to conference › Paper › peer-review

Open Access
Inverse uncertainty quantification by hierarchical Bayesian inference for TRACE physical model parameters based on BFBT benchmark
Wang, C., Wu, X. & Kozlowski, T., 2019, p. 4795-4807. 13 p.
Research output: Contribution to conference › Paper › peer-review
Joint nonparametric precision matrix estimation with confounding
Geng, S., Kolar, M. & Koyejo, O., 2019.
Research output: Contribution to conference › Paper › peer-review
Knowledge flow: Improve upon your teachers
Liu, I. J., Peng, J. & Schwing, A. G., 2019.
Research output: Contribution to conference › Paper › peer-review
LanczosNet: Multi-scale deep graph convo-lutional networks
Liao, R., Zhao, Z., Urtasun, R. & Zemel, R. S., 2019.
Research output: Contribution to conference › Paper › peer-review
Learning to detect important visual changes for structural inspections using physicsbased graphics models
Hoskere, V., Narazaki, Y. & Spencer, B. F., 2019, p. 1484-1490. 7 p.
Research output: Contribution to conference › Paper › peer-review
Lessons Learned by INFEWS-ER's virtual resource center for transdisciplinary graduate student training at the nexus of food, energy, and water
Koelsch, R., Rodríguez, L. F., Banner, S., Classen, J., Cotton, D., Deviney, A., Heemstra, J., Koziel, J., Meyer, D., Marshall, A. M., Padmanabhan, A. & Steward, D., 2019.
Research output: Contribution to conference › Paper › peer-review
Manufacturing of carbon- And glass-fiber composites using frontal polymerization
Goli, E., Parikh, N. A., Vyas, S. K., Zhang, X., Sottos, N. R., Moore, J. S. & Geubelle, P. H., 2019.
Research output: Contribution to conference › Paper › peer-review
Model-Based Reinforcement Learning for Atari
Campbell, R., Mar 2019, (E-pub ahead of print).
Research output: Contribution to conference › Paper
Modeling provenance and understanding reproducibility for OpenRefine data cleaning workflows
McPhillips, T., Li, L., Parulian, N. & Ludäscher, B., 2019.
Research output: Contribution to conference › Paper › peer-review
Modeling the joint probability distribution of main shock and aftershock spectral accelerations
Hu, S., Tabandeh, A. & Gardoni, P., 2019.
Research output: Contribution to conference › Paper › peer-review
Modeling the post-disaster recovery of interdependent civil infrastructure network
He, X. & Cha, E. J., 2019.
Research output: Contribution to conference › Paper › peer-review
Modelling thermal stratification in upper plenum of sodium fast reactor using systems code SAS4A/SASSYS-1 and using CFD
Namala, S., Rizwan-Uddin & Sumner, T., 2019, p. 4854-4863. 10 p.
Research output: Contribution to conference › Paper › peer-review
Multi-agent dual learning
Wang, Y., Xia, Y., He, T., Tian, F., Qin, T., Zhai, C. X. & Liu, T. Y., 2019.
Research output: Contribution to conference › Paper › peer-review
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., 2019.
Research output: Contribution to conference › Paper › peer-review
On approximating (sparse) covering integer programs
Chekuri, C. & Quanrud, K., 2019, p. 1596-1615. 20 p.
Research output: Contribution to conference › Paper › peer-review

Open Access
On the convergence of a class of Adam-type algorithms for non-convex optimization
Chen, X., Liu, S., Sun, R. & Hong, M., 2019.
Research output: Contribution to conference › Paper › peer-review
Optimization of target safety levels based on community-level objectives
Gudipati, V. K. & Cha, E. J., 2019.
Research output: Contribution to conference › Paper › peer-review
Optimizing selection of existing building upgrades to maximize their sustainability
Abdallah, M. & El-Rayes, K., 2019.
Research output: Contribution to conference › Paper › peer-review
Organisation of velocity structures associated with large passive scalar gradients in a turbulent boundary layer.
Laskari, A., Saxton-Fox, T. & McKeon, B., 2019.
Research output: Contribution to conference › Paper › peer-review
Per-tensor fixed-point quantization of the back-propagation algorithm
Sakr, C. & Shanbhag, N., 2019.
Research output: Contribution to conference › Paper › peer-review