Research Output

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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

Geometry of polysemy

Mu, J., Bhat, S. & Viswanath, P., Jan 1 2019.

Research output: Contribution to conferencePaper

Learning to play in a day: Faster deep reinforcement learning by optimality tightening

He, F. S., Liu, Y., Schwing, A. G. & Peng, J., Jan 1 2019.

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

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

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

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

The Terahertz intensity mapper (TIM): An imaging spectrometer for galaxy evolution studies at high-redshift

Vieira, J., Aguirre, J., Bradford, C. M., Filippini, J., Groppi, C., Marrone, D., Bethermin, M., Chang, T. C., Devlin, M., Dore, O., Fu, J., Dunsheath, S. H., Holder, G., Keating, G., Keenan, R., Kovetz, E., Lagache, G., Mauskopf, P., Narayanan, D., Popping, G. & 5 others, Shirokoff, E., Somerville, R., Trumper, I., Uzgil, B. & Zmuidzinas, J., Jan 1 2019, p. 208-215. 8 p.

Research output: Contribution to conferencePaper

Validating interdependent community resilience modeling using hindcasting

Van De Lindt, J. W., Mahmoud, H., Pilkington, S., Koliou, M., Attary, N., Cutler, H., Smith, S., Rosenheim, N., Navarro, C. M., Kim, Y. W. & Lee, J. S., 2019.

Research output: Contribution to conferencePaper

2018

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

Boosting the actor with dual critic

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

Research output: Contribution to conferencePaper

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

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

Effect of tire inflation pressure on soil properties and yield in a corn - Soybean rotation for three tillage systems in the Midwestern United States

Shaheb, M. R., Grift, T. E., Godwin, R. J., Dickin, E., White, D. R. & Misiewicz, P. A., Jan 1 2018.

Research output: Contribution to conferencePaper

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

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

Policy optimization by genetic distillation

Gangwani, T. & Peng, J., Jan 1 2018.

Research output: Contribution to conferencePaper

Towards a model-free estimate of the limits to student modeling accuracy

Chen, B., West, M. & Zilles, C., Jan 1 2018.

Research output: Contribution to conferencePaper

Transforming Taxonomic Interfaces

Thomer, A. K., Twidale, M. B. & Yoder, M. J., 2018, p. 173:1-173:23.

Research output: Contribution to conferencePaper

Who they are and what they want: Understanding the reasons for MOOC enrollment

Wes Crues, R., Bosch, N., Anderson, C. J., Perry, M., Bhat, S. & Shaik, N., Jan 1 2018.

Research output: Contribution to conferencePaper

Women's driving in Saudi Arabia-analyzing the discussion of a controversial topic on twitter

Addawood, A., Alshamrani, A., Alqahtani, A., Diesner, J. & Broniatowski, D., Jan 1 2018.

Research output: Contribution to conferencePaper

2017

Analytical and computational analysis of strength properties of geopolymer composites

Kataruka, A., Guleryuz, E., Koric, S., M. Kriven, W. & Akono, A-T., Jun 26 2017.

Research output: Contribution to conferencePaper

Fast-forwarding to desired visualizations with zenvisage

Siddiqui, T., Lee, J., Kim, A., Xue, E., Wang, C., Zou, Y., Guo, L., Liu, C., Yu, X., Karahalios, K. & Parameswaran, A., Jan 1 2017.

Research output: Contribution to conferencePaper

Geometry of compositionality

Gong, H., Bhat, S. & Viswanath, P., Jan 1 2017, p. 3202-3208. 7 p.

Research output: Contribution to conferencePaper

Heat and moisture production of beef cattle based on acclimation period and modern genetics

Li, J., Green, A. R. & Shike, D. W., Jan 1 2017.

Research output: Contribution to conferencePaper

INFLUENCE OF TISSUE LEVEL PLASTICITY ON APPARENT RESPONSE OF TRABECULAR BONE

Koric, S., Sabet, F. A. & Jasiuk, I. M., 2017. 3 p.

Research output: Contribution to conferencePaper

Learner affect through the looking glass: Characterization and detection of confusion in online courses

Zeng, Z., Chaturvedi, S. & Bhat, S., Jan 1 2017, p. 272-277. 6 p.

Research output: Contribution to conferencePaper

Molecular dynamics study on the mechanical and fracture properties of geopolymer binders

Cui, Y., Guleryuz, E., Kriven, W., Koric, S. & Akono, A-T., Jun 26 2017.

Research output: Contribution to conferencePaper

On the interpretability of conditional probability estimates in the agnostic setting

Gao, Y., Parameswaran, A. G. & Peng, J., Jan 1 2017.

Research output: Contribution to conferencePaper

Predicting student retention from behavior in an online orientation course

Kai, S., Andres, J. M. L., Paquette, L., Baker, R. S., Molnar, K., Watkins, H. & Moore, M., Jan 1 2017, p. 250-255. 6 p.

Research output: Contribution to conferencePaper

Representative Elementary Volume Modeling of Geopolymer Composites

Kataruka, A., Guleryuz, E., Koric, S., M. Kriven, W. & Akono, A-T., Jul 1 2017. 1 p.

Research output: Contribution to conferencePaper

Semantic proximity search on heterogeneous graph by proximity embedding

Liu, Z., Zheng, V. W., Zhao, Z., Zhu, F., Chang, K. C. C., Wu, M. & Ying, J., Jan 1 2017, p. 154-160. 7 p.

Research output: Contribution to conferencePaper

Stein variational policy gradient

Liu, Y., Ramachandran, P., Liu, Q. & Peng, J., Jan 1 2017.

Research output: Contribution to conferencePaper

Strength Properties of Particulate Potassium-Based Geopolymer Composites: A Computational Study

Kataruka, A., Guleryuz, E., Koric, S., M. Kriven, W. & Akono, A-T., Jun 7 2017.

Research output: Contribution to conferencePaper

2016

A framework for disruptive innovation diffusion

Yang, Y., Han, W. & Shaw, M. J., Jan 1 2016.

Research output: Contribution to conferencePaper

Classifying behavior to elucidate elegant problem solving in an educational game

Malkiewich, L., Baker, R. S., Shute, V., Kai, S. & Paquette, L., Jan 1 2016, p. 448-453. 6 p.

Research output: Contribution to conferencePaper

DIRECT NUMERICAL SIMULATION OF BONE PLASTICITY AND STRENGTH

Koric, S., Sabet, F. A., Jin, O. & Jasiuk, I. M., 2016. 3 p.

Research output: Contribution to conferencePaper

HIERARCHICAL MODELING OF PLASTICITY AND STRENGTH OF TRABECULAR BONE

Jasiuka, I., Sabet, F., Abueidda, D. W., Hamed, E., Jin, O. & Koric, S., 2016. 2 p.

Research output: Contribution to conferencePaper

Low-beta Magnetic Reconnection under Laboratory Plasma Conditions

Curreli, D., Cazzola, E. & Lapenta, G., Jan 1 2016.

Research output: Contribution to conferencePaper

Performance test of parallel linear equation solvers on Blue Waters--Cray XE6/XK7 system

Kwack, J., Bauer, G. & Koric, S., 2016. 12 p.

Research output: Contribution to conferencePaper

Student Emotion, Co-occurrence, and Dropout in a MOOC Context

Dillon, J., Bosch, N., Chetlur, M., Wanigasekara, N., Ambrose, G. A., Sengupta, B. & D’Mello, S. K., Jan 1 2016, p. 353-357. 5 p.

Research output: Contribution to conferencePaper

Sustaining innovation in engineering education through faculty communities

Herman, G. L., Hahn, L. D. & West, M., Jun 26 2016.

Research output: Contribution to conferencePaper

Work in progress: Computational modules for the MatSE undergraduate curriculum

Mansbach, R. A., Herman, G. L., West, M., Trinkle, D. R., Ferguson, A. & Schleife, A., Jun 26 2016.

Research output: Contribution to conferencePaper

2015

Automated extraction of information from building information models into a semantic logic-based representation

Zhang, J. & El-Gohary, N., Jan 1 2015, p. 173-180. 8 p.

Research output: Contribution to conferencePaper

Computational design and performance assessment of microvascular composite panels for battery cooling

Tan, M. H. Y., Pety, S. J., Najafi, A. R., White, S. R. & Geubelle, P. H., Jan 1 2015.

Research output: Contribution to conferencePaper

DES of turbulent flow around a sphere with trip wire

Torlak, M., Halač, A., Roesler, S. & Koric, S., Sep 17 2015.

Research output: Contribution to conferencePaper

Elasto Visco-Plastic Model of Steel Solidification with Local Damage and Failure

Murali, A., Koric, S. & Thomas, B. G., 2015. 3 p.

Research output: Contribution to conferencePaper

Hypervisor introspection: A technique for evading passive virtual machine monitoring

Wang, G., Estrada, Z. J., Pham, C., Kalbarczyk, Z. & Iyer, R. K., Jan 1 2015.

Research output: Contribution to conferencePaper