Research Output

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2020

A recurrent Markov state-space generative model for sequences

Ramachandran, A., Lumetta, S. S., Klee, E. & Chen, D., 2020.

Research output: Contribution to conferencePaper

Cloud based method for improving residual value estimation for end-of-life product recovery

Devnani, P. & Thurston, D., Jan 1 2020, p. 1275-1280. 6 p.

Research output: Contribution to conferencePaper

Demonstration of demand driven deployment capabilities in cyclus

Chee, G. J., Bae, J. W., Flanagan, R. R., Fairhurst Agosta, R. E. & Huff, K. D., Jan 1 2020, p. 394-401. 8 p.

Research output: Contribution to conferencePaper

High frequency residual learning for multi-scale image classification

Cheng, B., Xiao, R., Wang, J., Huang, T. & Zhang, L., 2020.

Research output: Contribution to conferencePaper

Impacts of fast-spectrum molten salt reactor characteristics on fuel cycle performance

Betzler, B. R., Rykhlevskii, A., Worrall, A. & Huff, K. D., Jan 1 2020, p. 514-521. 8 p.

Research output: Contribution to conferencePaper

Improving object detection from scratch via gated feature reuse

Shen, Z., Shi, H., Yu, J., Phan, H., Feris, R., Cao, L., Liu, D., Wang, X., Huang, T. & Savvides, M., 2020.

Research output: Contribution to conferencePaper

Learning one-hidden-layer neural networks under general input distributions

Gao, W., Makkuva, A. V., Oh, S. & Viswanath, P., 2020.

Research output: Contribution to conferencePaper

Methods for automated fuel cycle facility deployment

Flanagan, R. R., Chee, G. J., Bae, J. W., Fairhurst, R. E. & Huff, K. D., Jan 1 2020, p. 402-407. 6 p.

Research output: Contribution to conferencePaper

Open cirrusTM cloud computing testbed: Federated data centers for open source systems and services research

Campbell, R., Gupta, I., Heath, M., Ko, S. Y., Kozuch, M., Kunze, M., Kwan, T., Lai, K., Lee, H. Y., Lyons, M., Milojicic, D., O'Hallaron, D. & Soh, Y. C., Jan 1 2020.

Research output: Contribution to conferencePaper

Pin2Perform: A framework for consistent fuel performance calculations

O'Grady, D., Price, D. R., Kozlowski, T., Martin, J. F. & Hill, I., Jan 1 2020, p. 445-449. 5 p.

Research output: Contribution to conferencePaper

Safety analysis of the molten salt fast reactor fuel composition using Moltres

Park, S. M., Rykhlevskii, A. & Huff, K. D., Jan 1 2020, p. 940-948. 9 p.

Research output: Contribution to conferencePaper

Towards efficient data valuation based on the Shapley value

Jia, R., Dao, D., Wang, B., Hubis, F. A., Hynes, N., Gurel, N. M., Li, B., Zhang, C., Song, D. & Spanos, C., 2020.

Research output: Contribution to conferencePaper

Validation of a pin-based screening methodology for the investigation of pellet-clad interaction during load-follow operation

O'Grady, D. & Kozlowski, T., Jan 1 2020, p. 795-803. 9 p.

Research output: Contribution to conferencePaper

Wide activation for efficient image and video super-resolution

Yu, J., Fan, Y. & Huang, T., 2020.

Research output: Contribution to conferencePaper

2019

Accelerating nonconvex learning via replica exchange Langevin diffusion

Chen, Y., Chen, J., Dong, J., Peng, J. & Wang, Z., Jan 1 2019.

Research output: Contribution to conferencePaper

Accumulation bit-width scaling for ultra-low precision training of deep networks

Sakr, C., Wang, N., Chen, C. Y., Choi, J., Agrawal, A., Shanbhag, N. & Gopalakrishnan, K., Jan 1 2019.

Research output: Contribution to conferencePaper

Adapting sequence to sequence models for text normalization in social media

Lourentzou, I., Manghnani, K. & Zhai, C. X., 2019, p. 335-345. 11 p.

Research output: Contribution to conferencePaper

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., Jan 1 2019, p. 181-192. 12 p.

Research output: Contribution to conferencePaper

A machine learning-based method for building code requirement hierarchy extraction

Zhang, R. & El-Gohary, N., 2019.

Research output: Contribution to conferencePaper

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., Jan 1 2019.

Research output: Contribution to conferencePaper

Analysis of sensitivity and uncertainty quantification for transient simulation with the emphasis on changes in the transient structure

Borowiec, K., Pigg, C. & Kozlowski, T., Jan 1 2019, p. 5239-5252. 14 p.

Research output: Contribution to conferencePaper

Analysis of wall nucleation modeling for flow boiling in fluent

Wang, L. & Brooks, C. S., Jan 1 2019, p. 2686-2698. 13 p.

Research output: Contribution to conferencePaper

A new dataset with local measurement and visualization of subcooled boiling in an internally heated annulus channel

Bottini, J. L., Zhu, L., Ooi, Z. J., Zhang, T. & Brooks, C. S., Jan 1 2019, p. 1288-1298. 11 p.

Research output: Contribution to conferencePaper

An intelligent assistant for mediation analysis in visual analytics

Yen, C. H., Yen, Y. C. & Fu, W-T., Jan 1 2019, p. 432-436. 5 p.

Research output: Contribution to conferencePaper

A resilience-based framework for design optimization of interdependent buildings

Gudipati, V. K. & Cha, E. J., Jan 1 2019.

Research output: Contribution to conferencePaper

Avoiding drill-down fallacies with vispilot: Assisted exploration of data subsets

Lee, D. J. L., Dev, H., Hu, H., Elmeleegy, H. & Parameswaran, A., Jan 1 2019, p. 186-196. 11 p.

Research output: Contribution to conferencePaper

CFD simulation of xenon removal by helium bubble sparging in molten salt

Chen, J. & Brooks, C. S., Jan 1 2019, p. 3931-3944. 14 p.

Research output: Contribution to conferencePaper

Characterizing audio adversarial examples using temporal dependency

Yang, Z., Chen, P. Y., Li, B. & Song, D., Jan 1 2019.

Research output: Contribution to conferencePaper

Characterizing the mechanism and rate of calcium phosphate precipitation in aerobic granular sludge

Kitt, D., Wei, S., Winkler, M. & Cusick, R. D., Jan 1 2019, p. 3550-3554. 5 p.

Research output: Contribution to conferencePaper

Current capability of interfacial area transport approaches in subcooled boiling

Zhu, L., Ooi, Z. J. & Brooks, C. S., Jan 1 2019, p. 1405-1415. 11 p.

Research output: Contribution to conferencePaper

Current Intergroup mass transfer limitations in the multi-group two-fluid model

Zhu, L., Ooi, Z. J. & Brooks, C. S., Jan 1 2019, p. 6283-6295. 13 p.

Research output: Contribution to conferencePaper

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., Jan 1 2019.

Research output: Contribution to conferencePaper

Development and assessment of adjoint sensitivity analysis method for transient two-phase flow simulations

Hu, G. & Kozlowski, T., Jan 1 2019, p. 2246-2259. 14 p.

Research output: Contribution to conferencePaper

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., Jan 1 2019.

Research output: Contribution to conferencePaper

Dynamic Pricing for Airline Ancillaries with Customer Context

Shukla, N., Kolbeinsson, A., Otwell, K., Marla, L. & Yellepeddi, K., 2019, p. 2174-2182.

Research output: Contribution to conferencePaper

Fall of empires: Breaking byzantine-tolerant SGD by inner product manipulation

Xie, C., Koyejo, O. & Gupta, I., 2019.

Research output: Contribution to conferencePaper

Fast generation for convolutional autoregressive models

Ramachandran, P., Le Paine, T., Khorrami, P., Babaeizadeh, M., Chang, S., Zhang, Y., Hasegawa-Johnson, M., Campbell, R. & Huang, T., Jan 1 2019.

Research output: Contribution to conferencePaper

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., Jan 1 2019.

Research output: Contribution to conferencePaper

Home, safehome: Ensuring a safe and reliable home using the edge

Ahsan, S. B., Yang, R., Noghabi, S. A. & Gupta, I., Jan 1 2019.

Research output: Contribution to conferencePaper

Impact of climate change to hurricane loss to the Gulf coast of the US

Lin, C. Y. & Cha, E. J., Jan 1 2019.

Research output: Contribution to conferencePaper

Improving the smoothed complexity of FLIP for max cut problems

Bibak, A., Carlson, C. & Chandrasekaran, K., Jan 1 2019, p. 897-916. 20 p.

Research output: Contribution to conferencePaper

Inverse uncertainty quantification by hierarchical Bayesian inference for TRACE physical model parameters based on BFBT benchmark

Wang, C., Wu, X. & Kozlowski, T., Jan 1 2019, p. 4795-4807. 13 p.

Research output: Contribution to conferencePaper

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., Jan 1 2019.

Research output: Contribution to conferencePaper

Model-Based Reinforcement Learning for Atari

Campbell, R., Mar 2019.

Research output: Contribution to conferencePaper

Modeling the joint probability distribution of main shock and aftershock spectral accelerations

Hu, S., Tabandeh, A. & Gardoni, P., Jan 1 2019.

Research output: Contribution to conferencePaper

Modeling the post-disaster recovery of interdependent civil infrastructure network

He, X. & Cha, E. J., Jan 1 2019.

Research output: Contribution to conferencePaper

Multi-agent dual learning

Wang, Y., Xia, Y., He, T., Tian, F., Qin, T., Zhai, C. X. & Liu, T. Y., Jan 1 2019.

Research output: Contribution to conferencePaper

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., Jan 1 2019.

Research output: Contribution to conferencePaper

On approximating (sparse) covering integer programs

Chekuri, C. & Quanrud, K., 2019, p. 1596-1615. 20 p.

Research output: Contribution to conferencePaper

Open Access