University of Illinois at Urbana-Champaign

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2018

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

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

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

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

Minimax statistical learning with Wasserstein distances

Lee, J. & Raginsky, M., Jan 1 2018, In : Advances in Neural Information Processing Systems. 2018-December, p. 2687-2696 10 p.

Research output: Contribution to journalConference article

Modelling of Site Amplification via Large Scale Nonlinear Simulations with Applications to North America

Hashash, Y. M. A., Harmon, J., Ilhan, O., Stewart, J. P., Rathje, E. M., Campbell, K. W., Silva, W. J. & Goulet, C. A., Jan 1 2018, In : Geotechnical Special Publication. 2018-June, GSP 291, p. 523-537 15 p.

Research output: Contribution to journalConference article

Near-optimal policies for dynamic multinomial logit assortment selection models

Wang, Y., Chen, X. & Zhou, Y., Jan 1 2018, In : Advances in Neural Information Processing Systems. 2018-December, p. 3101-3110 10 p.

Research output: Contribution to journalConference article

Nitrogen and sulfur compounds in ambient air and in wet atmospheric deposition at Mexico City Metropolitan Zone

Rodolfo Sosa, E., Ana Luisa Alarcón, J., María Del Carmen Torres, B., Pablo Sánchez, A., Elías Granados, H., Mónica Jaimes, P., Armando Retama, H., Gay, D. & Lehmann, C., Jan 1 2018, In : Proceedings of the Air and Waste Management Association's Annual Conference and Exhibition, AWMA. 2018-June

Research output: Contribution to journalConference article

Non-local recurrent network for image restoration

Liu, D., Wen, B., Fan, Y., Loy, C. C. & Huang, T. S., Jan 1 2018, In : Advances in Neural Information Processing Systems. 2018-December, p. 1673-1682 10 p.

Research output: Contribution to journalConference article

Oil Circulation Rate in Ejector Cooling Cycles

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

Research output: Contribution to journalConference article

On oracle-efficient PAC RL with rich observations

Dann, C., Jiang, N., Krishnamurthy, A., Agarwal, A., Langford, J. & Schapire, R. E., Jan 1 2018, In : Advances in Neural Information Processing Systems. 2018-December, p. 1422-1432 11 p.

Research output: Contribution to journalConference article

On the connection between sensitivity and identifiability for inverse uncertainty quantification

Wu, X., Shirvan, K. & Kozlowski, T., Jan 1 2018, In : Transactions of the American Nuclear Society. 118, p. 411-414 4 p.

Research output: Contribution to journalConference article

Out of the box: Reasoning with graph convolution nets for factual visual question answering

Narasimhan, M., Lazebnik, S. & Schwing, A. G., Jan 1 2018, In : Advances in Neural Information Processing Systems. 2018-December, p. 2654-2665 12 p.

Research output: Contribution to journalConference article

Path-based dynamic pricing for vehicle allocation in ridesharing systems with fully compliant drivers

Lei, C., Jiang, Z. & Ouyang, Y., Jan 1 2018, In : Transportation Research Procedia. 38, p. 77-97 21 p.

Research output: Contribution to journalConference article

Open Access

Performance Characteristics of a Mobile Heat Pump System at Low Ambient Temperature

Feng, L. & Hrnjak, P., Jan 1 2018, In : SAE Technical Papers. 2018-April

Research output: Contribution to journalConference article

PIPE-SGD: A decentralized pipelined SGD framework for distributed deep net training

Li, Y., Yu, M., Li, S., Avestimehr, S., Kim, N. S. & Schwing, A., Jan 1 2018, In : Advances in Neural Information Processing Systems. 2018-December, p. 8045-8056 12 p.

Research output: Contribution to journalConference article

Post-Cyclic Behavior of a Gulf of Mexico Clay

Taukoor, V., Rutherford, C. J. & Olson, S. M., Jan 1 2018, In : Geotechnical Special Publication. 2018-June, GSP 293, p. 345-356 12 p.

Research output: Contribution to journalConference article

Predictive approximate Bayesian computation via saddle points

Yang, Y., Dai, B., Kiyavash, N. & He, N., Jan 1 2018, In : Advances in Neural Information Processing Systems. 2018-December, p. 10260-10270 11 p.

Research output: Contribution to journalConference article

Probabilistic Model and LRFD Resistance Factors for the Tip Resistance of Drilled Shafts in Soft Sedimentary Rock Based on Axial Load Tests

Asem, P., Long, J. H. & Gardoni, P., Jan 1 2018, In : Geotechnical Special Publication. 2018-March, GSP 299, p. 1-49 49 p.

Research output: Contribution to journalConference article

Probing nucleon’s spin structures with polarized Drell-Yan in the Fermilab SpinQuest experiment

Chen, A., Peng, J. C., Leung, C. H., Tian, M., Makins, N., Brooks, M., Klein, A., Kleinjan, D., Liu, K., McCumber, M., McGaughey, P., Miraal-Martinez, J., Da Silva, C., Uemura, S., Jen, M., Li, X., Arrington, J., Geesaman, D., Reimer, P. E., Brown, C. & 32 others, Tesarek, R. J., Sawada, S., Lorenzon, W., Raymond, R., Slifer, K., Ruth, D., Goto, Y., Nakano, K., Shibata, T. A., Crabb, D., Day, D., Keller, D., Rondon, O., Akbar, Z., Dunne, J., Dutta, D., El Fassi, L., Jiang, H., Kinney, E., Doshita, N., Iwata, T., Miyachi, Y., Daugherity, M., Isenhower, D., Towell, R., Watson, S., Rowlands, N., Ngenzi, Y., Pate, S., Papavassiliou, V., Yu, H. & Hossain, F., Jan 1 2018, In : Proceedings of Science. 346

Research output: Contribution to journalConference article

ProvCite: Provenancebased data citation

Wu, Y., Alawini, A., Deutch, D., Milo, T. & Davidson, S., Jan 1 2018, In : Proceedings of the VLDB Endowment. 12, 7, p. 738-751 14 p.

Research output: Contribution to journalConference article

Provenance summaries for answers and nonanswers

Lee, S., Ludäscher, B. & Glavic, B., Jan 1 2018, In : Proceedings of the VLDB Endowment. 11, 12, p. 1954-1957 4 p.

Research output: Contribution to journalConference article

Quadratic decomposable submodular function minimization

Li, P., He, N. & Milenkovic, O., Jan 1 2018, In : Advances in Neural Information Processing Systems. 2018-December, p. 1054-1064 11 p.

Research output: Contribution to journalConference article

Radiation-induced microstructural evolution and hardening of austenitic alloy 709

Liu, X., Gigax, J., Shao, L., Garner, F. A. & Stubbins, J. F., Jan 1 2018, In : Transactions of the American Nuclear Society. 118, p. 1480-1482 3 p.

Research output: Contribution to journalConference article

Redistributing epistemic agency: How teachers open up space for meaningful participation in science

Ko, M. L. M. & Krist, C. S., Jan 1 2018, In : Proceedings of International Conference of the Learning Sciences, ICLS. 1, 2018-June, p. 232-239 8 p.

Research output: Contribution to journalConference article

Semileptonic B -meson decays to light pseudoscalar mesons on the HISQ ensembles

Gelzer, Z., Bernard, C., Tar, C. D., El-Khadra, A., Gámiz, E., Gottlieb, S., Kronfeld, A. S., Liu, Y., Meurice, Y., Simone, J. N., Toussaint, D., Water, R. S. V. D. & Zhou, R., Mar 26 2018, In : EPJ Web of Conferences. 175, 13024.

Research output: Contribution to journalConference article

Seq2rDF: An end-to-end application for deriving triples from natural language text

Liu, Y., Zhang, T., Liang, Z., Ji, H. & McGuinness, D. L., 2018, In : CEUR Workshop Proceedings. 2180

Research output: Contribution to journalConference article

ShapeSearch: Flexible patternbased querying of trend line visualizations

Siddiqui, T., Luh, P., Wang, Z., Karahalios, K. & Parameswaran, A., Jan 1 2018, In : Proceedings of the VLDB Endowment. 11, 12, p. 1962-1965 4 p.

Research output: Contribution to journalConference article

Short-format workshops build skills and confidence for researchers to work with data

Jordan, K. L., Corvellec, M., Wickes, E. D., Zimmerman, N. B., Duckies, J. M. & Teal, T. K., Jun 23 2018, In : ASEE Annual Conference and Exposition, Conference Proceedings. 2018-June

Research output: Contribution to journalConference article

Simulating hydrogen solvus in zirconium by HyraX: A mesoscale phase-field code

Lin, J. L. & Heuser, B. J., Jan 1 2018, In : Transactions of the American Nuclear Society. 118, p. 1424-1427 4 p.

Research output: Contribution to journalConference article

Simulation of PWR load follow operation using VERA-CS

O'Grady, D., Mui, T. & Kozlowski, T., Jan 1 2018, In : Transactions of the American Nuclear Society. 119, p. 1065-1068 4 p.

Research output: Contribution to journalConference article

Size-noise tradeoffs in generative networks

Bailey, B. & Telgarsky, M., Jan 1 2018, In : Advances in Neural Information Processing Systems. 2018-December, p. 6489-6499 11 p.

Research output: Contribution to journalConference article

Software Citations and the ACAT Community

Katz, D. S., Oct 18 2018, In : Journal of Physics: Conference Series. 1085, 2, 022010.

Research output: Contribution to journalConference article

Speaker adaptive audio-visual fusion for the open-vocabulary section of AVICAR

Sarı, L., Hasegawa-Johnson, M., Kumaran, S., Stemmer, G. & Nair, K. N., 2018, In : Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2018-September, p. 3524-3528 5 p.

Research output: Contribution to journalConference article

Teaching and learning using virtual reality: Identifying and examining two design principles of effective instruction

Cheng, B. H., D’angelo, C., Zaner, S., Kam, M. & Hamada, R. A., Jan 1 2018, In : Proceedings of International Conference of the Learning Sciences, ICLS. 3, 2018-June, p. 1687-1688 2 p.

Research output: Contribution to journalConference article

Testing a citation and text-based framework for retrieving publications for literature reviews

Sarol, M. J., Liu, L. & Schneider, J., Jan 1 2018, In : CEUR Workshop Proceedings. 2080, p. 22-33 12 p.

Research output: Contribution to journalConference article

TextCube: Automated construction and multidimensional exploration

Meng, Y., Huang, J., Shang, J. & Han, J., Jan 1 2018, In : Proceedings of the VLDB Endowment. 12, 12, p. 1974-1977 4 p.

Research output: Contribution to journalConference article

The 3D Numerical Study on Flow and Sediment Properties of a River with Grouped Spur Dikes

Han, X., Lin, P. & Parker, G., Sep 5 2018, In : E3S Web of Conferences. 40, 05056.

Research output: Contribution to journalConference article

The effect of engineering summer camps on middle school students interest and identity

Chatterjee, I., Kirn, A. & Amos, J. R., Jun 23 2018, In : ASEE Annual Conference and Exposition, Conference Proceedings. 2018-June

Research output: Contribution to journalConference article

The redshirt in engineering consortium: Progress and early insights

Riskin, E. A., Milford, J., Callahan, J., Cosman, P., Schneider, J. B., Pitts, K., Knaphus-Soran, E., Llewellyn, D. C., Delaney, A. E., Myers, B. A., Tetrick, K. C., Cunningham, S., Ennis, T. D., O'Connor, K., Ferrez, M., Pan, T. D. & Baldis, J., Jun 23 2018, In : ASEE Annual Conference and Exposition, Conference Proceedings. 2018-June

Research output: Contribution to journalConference article

The state of the field in computational thinking assessment

Tissenbaum, M., Sheldon, J., Sherman, M., Weintrop, D., Jona, K., Horn, M., Wilensky, U., Basu, S., Rutstein, D., Snow, E., Shear, L., Grover, S., Lee, I., Klopfer, E., Lui, D., Jayathirta, G., Shaw, M., Kafai, Y. B., Fields, D. A., Pinkard, N. & 7 others, Martin, C. K., Erete, S., Mustafaraj, E., Sorensen, C., Temple, W., Benjamin Shapiro, R. & Hall, R., Jan 1 2018, In : Proceedings of International Conference of the Learning Sciences, ICLS. 2, 2018-June, p. 1304-1311 8 p.

Research output: Contribution to journalConference article

Tight bounds for collaborative PAC learning via multiplicative weights

Chen, J., Zhang, Q. & Zhou, Y., Jan 1 2018, In : Advances in Neural Information Processing Systems. 2018-December, p. 3598-3607 10 p.

Research output: Contribution to journalConference article

Towards a cognitive ecological framework in cscl

Borge, M. & Mercier, E., Jan 1 2018, In : Proceedings of International Conference of the Learning Sciences, ICLS. 1, 2018-June, p. 336-343 8 p.

Research output: Contribution to journalConference article

Towards information-theoretic limits of the global neuronal workspace architecture

Varshney, L. R., Jan 1 2018, In : CEUR Workshop Proceedings. 2287

Research output: Contribution to journalConference article

Towards optimization of e-commerce search and discovery

Goswami, A., Zhai, C. X. & Mohapatra, P., Jan 1 2018, In : CEUR Workshop Proceedings. 2319

Research output: Contribution to journalConference article

Validating trace void fraction predictive capability using the quantitative area validation metric

Wu, X., Shirvan, K. & Kozlowski, T., Jan 1 2018, In : Transactions of the American Nuclear Society. 118, p. 423-426 4 p.

Research output: Contribution to journalConference article

Validation of spent nuclear fuel output by CYCLUS, a fuel cycle simulator code

Chee, G. J., Park, G. & Huff, K. D., Jan 1 2018, In : Transactions of the American Nuclear Society. 119, p. 219-222 4 p.

Research output: Contribution to journalConference article