Research Output 1965 2020

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2019

Random mesh projectors for inverse problems

Kothari, K., Gupta, S., De Hoop, M. V. & Dokmanic, I., Jan 1 2019.

Research output: Contribution to conferencePaper

Inverse problems
Imaging techniques
projection
Deconvolution
reconstruction

Reconfigurable 43 Gb/s optical link test based upon on-wafer probes of GaAs photodetectors and VCSELs up to 85°C

Peng, Y. T., Qiu, J., Wu, D. & Feng, M., Jan 1 2019.

Research output: Contribution to conferencePaper

Optical links
Surface emitting lasers
Photodetectors
Signal to noise ratio
Temperature

Recovery optimization of interdependent infrastructure: A multi-scale approach

Sharma, N., Tabandeh, A. & Gardoni, P., Jan 1 2019.

Research output: Contribution to conferencePaper

Recovery
Infrastructure
Optimization
Resilience
Disaster

Reducing the Time-to-Solution for Finite Element Analysis of Gas Turbine Engines

Simons, T. A., Ong, J., Lucas, R., Rouet, F., Grimes, R., Gulyeruz, E., Koric, S., Zhu, T. & Dawson, J., Aug 16 2019.

Research output: Contribution to conferencePaper

Gas turbines
Turbines
Finite element method
Supercomputers
Product design

Running Jet Engine Models on Thousands of Processors with LS-DYNA Implicit

Ashcraft, C., Dawson, J., Grimes, R., Guleryuz, E., Koric, S., Lucas, R., Ong, J., Rouet, F-H., Simons, T. & Zhu, T-T., 2019.

Research output: Contribution to conferencePaper

Jet engines
Computer aided engineering
Engines
Mechanical engineering
Physics

Slimmable neural networks

Yu, J., Yang, L., Xu, N., Yang, J. & Huang, T. S., Jan 1 2019.

Research output: Contribution to conferencePaper

neural network
Neural networks
Tuning
normalization
Neural Networks

Stochastic differential equations for the deterioration processes of engineering systems

Iannacone, L. & Gardoni, P., Jan 1 2019.

Research output: Contribution to conferencePaper

Systems Engineering
Deterioration
Systems engineering
Stochastic Equations
Differential equations

Stochastic life-cycle sustainability analysis

Gharzouzi, P. & Gardoni, P., Jan 1 2019.

Research output: Contribution to conferencePaper

Sustainability
Life Cycle
Sustainable development
Life cycle
Systems Engineering

Submodular function maximization in parallel via the multilinear relaxation

Chekuri, C. S. & Quanrud, K., Jan 1 2019, p. 303-322. 20 p.

Research output: Contribution to conferencePaper

Submodular Function
Packing
Adaptivity
Cardinality Constraints
Parallel algorithms

Support regularized sparse coding and its fast encoder

Yang, Y., Yu, J., Kohli, P., Yang, J. & Huang, T. S., Jan 1 2019.

Research output: Contribution to conferencePaper

Glossaries
coding
Atoms
Feedforward neural networks
dictionary
Dynamical systems
music
Data storage equipment
Chemical analysis
learning

Transient local thermal hydraulics data for two-phase flow instability in natural circulation

Zhang, T., Ooi, Z. J. & Brooks, C. S., Jan 1 2019, p. 3292-3301. 10 p.

Research output: Contribution to conferencePaper

two phase flow
Two phase flow
hydraulics
Hydraulics
annuli

Understanding and incorporating stakeholder perspectives in international engineering: A phrase mining analysis

Schreiber, K. L., Rodriguez, L. F., Witmer, A. P. & Dill, B. J., Jan 1 2019.

Research output: Contribution to conferencePaper

stakeholders
engineering
Agriculture
Sustainable development
Engineers

Validation and uncertainty quantification for two-phase natural circulation flows using trace code

Borowiec, K., Kozlowski, T. & Brooks, C. S., Jan 1 2019, p. 4615-4623. 9 p.

Research output: Contribution to conferencePaper

Void fraction
sensitivity
voids
heat flux
annuli

Validation of interfacial area concentartion approaches for prediction of gas-dispersed condensing flows

Kumar, V. & Brooks, C. S., Jan 1 2019, p. 6296-6308. 13 p.

Research output: Contribution to conferencePaper

condensing
predictions
Gases
gases
Void fraction

Validation of NEK5000 for 37- And 61-pin wire-wrap geometries with conjugate heat transfer

Obabko, A., Merzari, E., Brockmeyer, L., Fischer, P., Sofu, T., Jackson, B., Steer, M., Vaghetto, R. & Hassan, Y. A., Jan 1 2019, p. 2036-2049. 14 p.

Research output: Contribution to conferencePaper

wrap
heat transfer
wire
Wire
Heat transfer

Validation of the interfacial area transport equation coupled with the void transport equation for prediction of flashing flows

Ooi, Z. J., Kumar, V. & Brooks, C. S., Jan 1 2019, p. 6643-6654. 12 p.

Research output: Contribution to conferencePaper

voids
predictions
Void fraction
Liquid films
Nusselt number

Variation of climate change impact on hurricane losses across US coast

Pant, S. & Cha, E. J., Jan 1 2019.

Research output: Contribution to conferencePaper

Hurricanes
Climate Change
Climate change
Coastal zones
Ocean

Why deep neural networks for function approximation?

Liang, S. & Srikant, R., Jan 1 2019.

Research output: Contribution to conferencePaper

neural network
Neurons
Neural networks
Deep neural networks
Neural Networks

Wind and rainfall losses from future hurricanes

Pant, S. & Cha, E. J., Jan 1 2019.

Research output: Contribution to conferencePaper

Hurricanes
Rainfall
Rain
Climate
Damage
2018

3D-Filtermap: A compact architecture for deep convolutional neural networks

Yang, Y., Yang, J., Xu, N., Han, W., Jojic, N. & Huang, T. S., Jan 1 2018.

Research output: Contribution to conferencePaper

neural network
Neural networks
Convolution
Neural Networks
Filter

A conceptual framework for tracking design completeness of Track Line discipline in MRT projects

Eray, E., Haas, C. T., Rayside, D. & Golparvar Fard, M., Jan 1 2018.

Research output: Contribution to conferencePaper

Construction industry
Productivity

Action-dependent control variates for policy optimization via Stein’s identity

Liu, H., Feng, Y., Mao, Y., Zhou, D., Peng, J. & Liu, Q., Jan 1 2018.

Research output: Contribution to conferencePaper

Gradient methods
Reinforcement learning
efficiency
policy approach
reinforcement

All-but-the-top: Simple and effective post-processing for word representations

Mu, J. & Viswanath, P., Jan 1 2018.

Research output: Contribution to conferencePaper

Processing
Linguistics
Semantics
regularity
semantics

Anisotropy in the undrained pore pressure response of rock

Makhnenko, R. & Tarokh, A., Jan 1 2018.

Research output: Contribution to conferencePaper

Pore pressure
pore pressure
Anisotropy
anisotropy
Rocks

ASPEM: Embedding learning by aspects in heterogeneous information networks

Shi, Y., Gui, H., Zhu, Q., Kaplan, L. & Han, J., Jan 1 2018, p. 144-152. 9 p.

Research output: Contribution to conferencePaper

Semantics
Experiments
Statistics

Bayesian structure learning for dynamic brain connectivity

Andersen, M. R., Winther, O., Hansen, L. K., Poldrack, R. & Koyejo, O. O., Jan 1 2018, p. 1436-1446. 11 p.

Research output: Contribution to conferencePaper

Bayesian Learning
Structure Learning
Brain
Connectivity
Estimate

Black-box attacks on deep neural networks via gradient estimation

Bhagoji, A. N., He, W., Li, B. & Song, D., Jan 1 2018.

Research output: Contribution to conferencePaper

neural network
Classifiers
Deep neural networks
Attack
Neural Networks

Boiling and critical heat flux on surfaces of modified wettability and roughness

Bottini, J. L., Hammouti, S., Ruzic, D. N. & Brooks, C., Jan 1 2018, p. 440-448. 9 p.

Research output: Contribution to conferencePaper

wettability
boiling
Boiling liquids
roughness
heat flux

Boosting the actor with dual critic

Dai, B., Shaw, A., He, N., Li, L. & Song, L., Jan 1 2018.

Research output: Contribution to conferencePaper

critic
Concretes
learning
performance

Characterizing adversarial subspaces using local intrinsic dimensionality

Ma, X., Li, B., Wang, Y., Erfani, S. M., Wijewickrema, S., Schoenebeck, G., Song, D., Houle, M. E. & Bailey, J., Jan 1 2018.

Research output: Contribution to conferencePaper

neural network
Intrinsic
Deep neural networks
vulnerability
Attack

Chemistry of Nano-CarboScavengers allows dual method rehabilitation of petroleum contaminated water

Misra, S., Daza, E., Scott, J., Tripathi, I., Promisel, C., Sharma, B., Topczewski, J., Chaudhuri, S. & Pan, D., 2018.

Research output: Contribution to conferencePaper

Petroleum
Remediation
Patient rehabilitation
Oils
Water

Communication algorithms via deep learning

Kim, H., Jiang, Y., Rana, R., Kannan, S., Oh, S. & Viswanath, P., Jan 1 2018.

Research output: Contribution to conferencePaper

Recurrent neural networks
Network architecture
neural network
communication
coding

Conservation machinery for planting of Mungbean and Jute in the Southern region of Bangladesh

Hossain, M. A., Mottalib, M. A., Hossain, M. I., Amin, M. N., Alam, M. M., Saha, C. K., Kalita, P. K. & Hansen, A. C., Jan 1 2018.

Research output: Contribution to conferencePaper

Jute fibers
jute
planters
mung beans
Bangladesh

Controlling impurity-induced disordering via mask strain for high-performance vertical-cavity surface-emitting lasers

Su, P., O’Brien, T., Hsiao, F. C. & Dallesasse, J. M., Jan 1 2018.

Research output: Contribution to conferencePaper

Surface emitting lasers
Masks
Impurities
Oxides

Convergence Analyses for Fluid-Structure Interaction Simulation in a Thin Hyper-elastic Pipe

Lu, Q., Guleryuz, E., Vellakal, M., Taha, A., Koric, S. & Cordoba, P., 2018. 14 p.

Research output: Contribution to conferencePaper

Fluid structure interaction
Data transfer
Pipe
Fluids
Geometry

Cost saving rice transplanting technology for puddled and unpuddled soil condition

Ashik-E-Rabbani, M., Hossain, M. M., Sarkar, S., Saha, C. K., Alam, M. M., Kalita, P. K. & Hansen, A. C., Jan 1 2018.

Research output: Contribution to conferencePaper

Amantadine
cost effectiveness
transplanting (plants)
soil quality
Soils
observatory
glacial-interglacial cycle
residual soil
bedrock
mineral

Decision boundary analysis of adversarial examples

He, W., Li, B. & Song, D., Jan 1 2018.

Research output: Contribution to conferencePaper

neural network
Deep neural networks
Experiments
Attack
cause

Design and evaluation of the postursense cushion

Garag, P., Chen, A., McDonagh, D. & Hsiao-Wecksler, E. T., Jan 1 2018.

Research output: Contribution to conferencePaper

Development of a process-based subsurface bioreactor model

Jang, C., Gautam, S., Cooke, R. A. C. & Bhattarai, R., Jan 1 2018.

Research output: Contribution to conferencePaper

bioreactors
Bioreactors
water temperature
Nutrients
nutrient transport

DLVM: A modern compiler infrastructure for deep learning systems

Wei, R., Schwartz, L. O. & Adve, V. S., Jan 1 2018.

Research output: Contribution to conferencePaper

DSL
Learning systems
infrastructure
learning software
learning

Enhancing the reliability of out-of-distribution image detection in neural networks

Liang, S., Li, Y. & Srikant, R., Jan 1 2018.

Research output: Contribution to conferencePaper

neural network
Neural networks
Network architecture
scaling
Experiments

Epitaxial bonding and transfer for heterogeneous integration of electronic-photonic circuitry

Carlson, J. A., Su, P. & Dallesasse, J. M., Jan 1 2018.

Research output: Contribution to conferencePaper

Photonic devices
Photonics
Silicon
Epitaxial layers
Eutectics

Fast and accurate text classification: Skimming, rereading and early stopping

Yu, K., Liu, Y., Schwing, A. G. & Peng, J., Jan 1 2018.

Research output: Contribution to conferencePaper

Neural networks
customer
Processing
efficiency
Rereading

Feasibility of a Deep Direct-Use Geothermal System at the University of Illinois Urbana-Champaign

Stumpf, A., Damico, J., Okwen, R., Stark, T., Elrick, S., Nelson, W. J., Lu, Y., Holcomb, F., Tinjum, J., Yang, F., Frailey, S. & Lin, Y-F., 2018.

Research output: Contribution to conferencePaper

Sandstone
Geothermal energy
Fluids
Flow rate
Heat losses

Highway Embankment on Soft Soils Case Study and Lessons Learned

Stark, T. D., Ricciardi, P. J. & Sisk, R. D., Jan 1 2018, p. 245-256. 12 p.

Research output: Contribution to conferencePaper

Embankments
soft soil
embankment
Consolidation
consolidation

Influence of Microjets Flow Condition on a Dump Combustor Reacting Flow Characteristics

Vellakal, M., Taha, A., Sami, M., Koric, S. & Lu, Q., 2018. 10 p.

Research output: Contribution to conferencePaper

Measurement of steam-water flow in a vertical annulus

Kumar, V., Ooi, Z. J. & Brooks, C., Jan 1 2018, p. 68-76. 9 p.

Research output: Contribution to conferencePaper

water flow
annuli
steam
Steam
fluid dynamics

Measurement of two-phase natural circulation in a vertical annulus

Ooi, Z. J., Kumar, V. & Brooks, C., Jan 1 2018, p. 88-97. 10 p.

Research output: Contribution to conferencePaper

annuli
Void fraction
Liquids
Fluid dynamics
Temperature measurement