Research Output 1973 2020

2019

Deep Learning for Multi-Messenger Astrophysics: A Gateway for Discovery in the Big Data Era

Allen, G., Andreoni, I., Bachelet, E., Berriman, G. B., Bianco, F. B., Biswas, R., Kind, M. C., Chard, K., Cho, M., Cowperthwaite, P. S., Etienne, Z. B., George, D., Gibbs, T., Graham, M., Gropp, W., Gupta, A., Haas, R., Huerta, E. A., Jennings, E., Katz, D. S. & 28 others, Khan, A., Kindratenko, V., Kramer, W. T. C., Liu, X., Mahabal, A., McHenry, K., Miller, J. M., Neubauer, M. S., Oberlin, S., Jr, A. R. O., Rosofsky, S., Ruiz, M., Saxton, A., Schutz, B., Schwing, A., Seidel, E., Shapiro, S. L., Shen, H., Shen, Y., Sipőcz, B. M., Sun, L., Towns, J., Tsokaros, A., Wei, W., Wells, J., Williams, T. J., Xiong, J. & Zhao, Z., Feb 1 2019, 15 p.

Research output: Book/ReportCommissioned report

Astrophysics
Artificial intelligence
Gravity waves
Astronomy
Big data

DeepStore: In-storage acceleration for intelligent queries

Mailthody, V. S., Qureshi, Z., Liang, W., Feng, Z., Gonzalo, S. G. D., Li, Y., Franke, H., Xiong, J., Huang, J. & Hwu, W. M., Oct 12 2019, MICRO 2019 - 52nd Annual IEEE/ACM International Symposium on Microarchitecture, Proceedings. IEEE Computer Society, p. 224-238 15 p. (Proceedings of the Annual International Symposium on Microarchitecture, MICRO).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Particle accelerators
Energy efficiency
Texturing
Image retrieval
Simulators
Plastics
Cracks
Acrylonitrile
Styrene
Butadiene

Detection of Active Microbial Enzymes in Nascent Sea Spray Aerosol: Implications for Atmospheric Chemistry and Climate

Malfatti, F., Lee, C., Tinta, T., Pendergraft, M. A., Celussi, M., Zhou, Y., Sultana, C. M., Rotter, A., Axson, J. L., Collins, D. B., Santander, M. V., Anides Morales, A. L., Aluwihare, L. I., Riemer, N., Grassian, V. H., Azam, F. & Prather, K. A., Mar 12 2019, In : Environmental Science and Technology Letters. 6, 3, p. 171-177 7 p.

Research output: Contribution to journalArticle

Atmospheric chemistry
atmospheric chemistry
Aerosols
Climate
Oceans and Seas

Detection of CMB-Cluster Lensing using Polarization Data from SPTpol

SPTpol and DES Collaboration, Oct 31 2019, In : Physical review letters. 123, 18, 181301.

Research output: Contribution to journalArticle

microwaves
polarization
dark energy
galaxies
estimates

Detection of weak near-infrared optical imaging signals under ambient light by optical parametric amplification

Sun, Y., Tu, H., You, S., Zhang, C., Liu, Y. Z. & Boppart, S. A., Sep 1 2019, In : Optics Letters. 44, 17, p. 4391-4394 4 p.

Research output: Contribution to journalArticle

parametric amplifiers
light amplifiers
high gain
photomultiplier tubes
lithium niobates

Determining Inflow Forecast Horizon for Reservoir Operation

Zhao, Q., Cai, X. & Li, Y., May 2019, In : Water Resources Research. 55, 5, p. 4066-4081 16 p.

Research output: Contribution to journalArticle

inflow
forecast

Developing a smart classroom infrastructure to support real-time student collaboration and inquiry: a 4-year design study

Tissenbaum, M. B. & Slotta, J. D., Aug 1 2019, In : Instructional Science. 47, 4, p. 423-462 40 p.

Research output: Contribution to journalArticle

infrastructure
Students
classroom
Touch
student

Development of an overweight vehicle permit fee structure for Illinois

Gungor, O. E., Petit, A. M. A., Qiu, J., Zhao, J., Meidani, H., Wang, H., Ouyang, Y., Al-Qadi, I. L. & Mann, J., Oct 2019, In : Transport Policy. 82, p. 26-35 10 p.

Research output: Contribution to journalArticle

fee
Trucks
Pavements
pavement
Axles

Development of a participatory Green Infrastructure design, visualization and evaluation system in a cloud supported jupyter notebook computing environment

Leonard, L., Miles, B., Heidari, B., Lin, L., Castronova, A. M., Minsker, B., Lee, J., Scaife, C. & Band, L. E., Jan 2019, In : Environmental Modelling and Software. 111, p. 121-133 13 p.

Research output: Contribution to journalArticle

visualization
Visualization
infrastructure
Ecosystems
Watersheds

Dewetting Controls Plant Hormone Perception and Initiation of Drought Resistance Signaling

Shukla, S., Zhao, C. & Shukla, D., Apr 2 2019, In : Structure. 27, 4, p. 692-702.e3

Research output: Contribution to journalArticle

Abscisic Acid
Plant Growth Regulators
Droughts
Post Translational Protein Processing

Dietary choline is related to neural efficiency during a selective attention task among middle-aged adults with overweight and obesity

Edwards, C. G., Walk, A. M., Cannavale, C. N., Flemming, I. R., Thompson, S. V., Reeser, G. R., Holscher, H. D. & Khan, N. A., Jan 1 2019, In : Nutritional Neuroscience.

Research output: Contribution to journalArticle

Choline
Obesity
Efficiency
Neuroprotective Agents
Reaction Time

Dietary fiber is independently related to blood triglycerides among adults with overweight and obesity

Hannon, B. A., Thompson, S. V., Edwards, C. G., Skinner, S. K., Niemiro, G. M., Burd, N. A., Holscher, H. D., Teran-Garcia, M. D. L. & Khan, N. A., Feb 1 2019, In : Current Developments in Nutrition. 3, 2, nzy094.

Research output: Contribution to journalArticle

metabolic syndrome
Dietary Fiber
Triglycerides
obesity
dietary fiber

Differential effects of influenza virus NA, HA head, and HA stalk antibodies on peripheral blood leukocyte gene expression during human infection

Walters, K. A., Zhu, R., Welge, M., Scherler, K., Park, J. K., Rahil, Z., Wang, H., Auvil, L., Bushell, C., Lee, M. Y., Baxter, D., Bristol, T., Rosas, L. A., Cervantes-Medina, A., Czajkowski, L., Han, A., Memoli, M. J., Taubenberger, J. K. & Kash, J. C., May 1 2019, In : mBio. 10, 3, e00760-19.

Research output: Contribution to journalArticle

Open Access
Hemagglutinins
Neuraminidase
Orthomyxoviridae
Leukocytes
Virus Shedding

Digital staining through the application of deep neural networks to multi-modal multi-photon microscopy

Borhani, N., Bower, A. J., Boppart, S. A. & Psaltis, D., Mar 1 2019, In : Biomedical Optics Express. 10, 3, p. 1339-1350 12 p., 355205.

Research output: Contribution to journalArticle

staining
Photons
Microscopy
Staining and Labeling
microscopy

Dijet azimuthal correlations and conditional yields in pp and p+Pb collisions at sNN =5.02 TeV with the ATLAS detector

Atlas Collaboration, Sep 6 2019, In : Physical Review C. 100, 3, 034903.

Research output: Contribution to journalArticle

Open Access
collisions
protons
detectors
transverse momentum
angular correlation

Dimensional Analysis of Laughter in Female Conversational Speech

Pietrowicz, M., Agurto, C., Casebeer, J., Hasegawa-Johnson, M., Karahalios, K. & Cecchi, G., May 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 6600-6604 5 p. 8683566. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Classifiers

Directions for research and training in plant omics: Big Questions and Big Data

Argueso, C. T., Assmann, S. M., Birnbaum, K. D., Chen, S., Dinneny, J. R., Doherty, C. J., Eveland, A. L., Friesner, J., Greenlee, V. R., Law, J. A., Marshall-Colón, A., Mason, G. A., O'Lexy, R., Peck, S. C., Schmitz, R. J., Song, L., Stern, D., Varagona, M. J., Walley, J. W. & Williams, C. M., Apr 2019, In : Plant Direct. 3, 4, e00133.

Research output: Contribution to journalArticle

Open Access
training (plants)
Education
plant biology
Research
Arabidopsis

Discovering maximal motif cliques in large heterogeneous information networks

Hu, J., Cheng, R., Chang, K. C. C., Sankar, A., Fang, Y. & Lam, B. Y. H., Apr 2019, Proceedings - 2019 IEEE 35th International Conference on Data Engineering, ICDE 2019. IEEE Computer Society, p. 746-757 12 p. 8731437. (Proceedings - International Conference on Data Engineering; vol. 2019-April).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Computational complexity
Semantics
Experiments

Discovery of an Mg II Changing-look Active Galactic Nucleus and Its Implications for a Unification Sequence of Changing-look Active Galactic Nuclei

Guo, H., Sun, M., Liu, X., Wang, T., Kong, M., Wang, S., Sheng, Z. & He, Z., Oct 1 2019, In : Astrophysical Journal Letters. 883, 2, L44.

Research output: Contribution to journalArticle

active galactic nuclei
power law
extinction
dust
timescale

Disentangling weed diversity and weather impacts on long-term crop productivity in a wheat-legume rotation

Gonzalez-Andujar, J. L., Aguilera, M. J., Davis, A. S. & Navarrete, L., Feb 15 2019, In : Field Crops Research. 232, p. 24-29 6 p.

Research output: Contribution to journalArticle

weed
weather
legumes
wheat
weeds
Screw dislocations
screw dislocations
heat resistant alloys
screws
Superalloys

Distinct Substrate Transport Mechanism Identified in Homologous Sugar Transporters

Cheng, K. J., Selvam, B., Chen, L. Q. & Shukla, D., Oct 10 2019, In : Journal of Physical Chemistry B. 123, 40, p. 8411-8418 8 p.

Research output: Contribution to journalArticle

transporter
sugars
Sugars
glucose
Glucose

Do asset transfers build household resilience?

Phadera, L., Michelson, H. C., Winter-Nelson, A. E. & Goldsmith, P. D., May 2019, In : Journal of Development Economics. 138, p. 205-227 23 p.

Research output: Contribution to journalArticle

resilience
assets
Zambia
value added
Assets

Dodine as a Kosmo-Chaotropic Agent

Guin, D., Mittal, S., Bozymski, B., Shukla, D. & Gruebele, M. H. W., May 16 2019, In : Journal of Physical Chemistry Letters. 10, 10, p. 2600-2605 6 p.

Research output: Contribution to journalArticle

proteins
Proteins
helices
Spectroscopy
Janus

Do gutter guards affect mosquito production in roof gutter habitats?

Parker, A. T. & Allan, B. F., Mar 2019, In : Journal of the American Mosquito Control Association. 35, 1, p. 67-70 4 p.

Research output: Contribution to journalArticle

Open Access
Culicidae
mosquito
roof
Ecosystem
habitat
Electron emission
electron emission
Electrons
Plasmas
plasma generators

Dynamic rupture propagation on fault planes with explicit representation of short branches

Ma, X. & Elbanna, A., Oct 1 2019, In : Earth and Planetary Science Letters. 523, 115702.

Research output: Contribution to journalArticle

fault plane
rupture
fault zone
Earthquakes
damage
Metamaterials
Energy gap
Hierarchical systems
Time varying systems
Elastic waves

Dynamic Task Pricing in Multi-Requester Mobile Crowd Sensing with Markov Correlated Equilibrium

Jin, H., Guo, H., Su, L., Nahrstedt, K. & Wang, X., Apr 2019, INFOCOM 2019 - IEEE Conference on Computer Communications. Institute of Electrical and Electronics Engineers Inc., p. 1063-1071 9 p. 8737506. (Proceedings - IEEE INFOCOM; vol. 2019-April).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Costs
Mobile devices
Uncertainty

Dynamic vaccination game in a heterogeneous mixing population

Lu, L. & Ouyang, Y., Nov 1 2019, In : Physica A: Statistical Mechanics and its Applications. 533, 122032.

Research output: Contribution to journalArticle

phobias
Vaccination
games
vaccines
Game

Editorial: “Humanized” large animal cancer models: Accelerating time and effectiveness of clinical trials

Schachtschneider, K. M., Jungersen, G., Schook, L. B. & Shanmuganayagam, D., Jan 1 2019, In : Frontiers in Oncology. 9, AUG, 793.

Research output: Contribution to journalEditorial

Open Access
Canidae
Swine
Animal Models
Clinical Trials
Neoplasms

Effective design space exploration of gradient nanostructured materials using active learning based surrogate models

Chen, X., Zhou, H. & Li, Y., Dec 5 2019, In : Materials and Design. 183, 108085.

Research output: Contribution to journalArticle

Open Access
Nanostructured materials
Metals
Physics
Sampling
Strain hardening

Effect of discrete and continuous parameter variation on difficulty in automatic item generation

Chen, B., Zilles, C., West, M. & Bretl, T. W., Jan 1 2019, Artificial Intelligence in Education - 20th International Conference, AIED 2019, Proceedings. Isotani, S., Hastings, P., Ogan, A., McLaren, B., Millán, E. & Luckin, R. (eds.). Springer-Verlag, p. 71-83 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11625 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Students
Generator
Template
Likely
Configuration
induced seismicity
Calcium Carbonate
calcite
adhesion
Adhesion

Efficient Reconstructions of Common Era Climate via Integrated Nested Laplace Approximations

Barboza, L. A., Emile-geay, J., Li, B. & He, W., Jul 22 2019, (Accepted/In press) In : Journal of Agricultural, Biological, and Environmental Statistics.

Research output: Contribution to journalArticle

Laplace Approximation
Climate
Forcing
Uncertainty
climate

Elastodynamics of a multilayered transversely isotropic half-space due to the rigid motion of foundation

Karimi, P., Amiri-Hezaveh, A., Moghaddasi, H., Sabet, F. A. & Starzewski, M. O., May 2019, In : Wave Motion. 88, p. 106-128 23 p.

Research output: Contribution to journalArticle

elastodynamics
half spaces
vibration
forced vibration
Poisson ratio

Electrical Double Layer of Supported Atomically Thin Materials

Kwon, S. S., Choi, J., Heiranian, M., Kim, Y., Chang, W. J., Knapp, P. M., Wang, M. C., Kim, J. M., Aluru, N. R., Park, W. I. & Nam, S. W., Jul 10 2019, In : Nano letters. 19, 7, p. 4588-4593 6 p.

Research output: Contribution to journalArticle

Graphite
Graphene
Substrates
graphene
Transconductance

Electroconductive oxide ceramics with graphene-encapsulated fillers

Hussainova, I., Drozdova, M., Ivanov, R., Kale, S. & Jasiuk, I. M., Jan 1 2019, Ceramic Engineering and Science Proceedings. Mechnich, P., Koch, D., Kusnezoff, M., LaSalvia, J., Salem, J., Balaya, P., Fu, Z., Bansal, N. & Ohji, T. (eds.). 2 ed. American Ceramic Society, p. 251-258 8 p. (Ceramic Engineering and Science Proceedings; vol. 39, no. 2).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Graphite
Aluminum Oxide
Oxides
Graphene
Fillers

Electro-mechanical conductance modulation of a nanopore using a removable gate

Zhao, S., Restrepo-Pérez, L., Soskine, M., Maglia, G., Joo, C., Dekker, C. & Aksimentiev, A., Feb 26 2019, In : ACS Nano. 13, 2, p. 2398-2409 12 p.

Research output: Contribution to journalArticle

Nanopores
Peptides
Modulation
peptides
modulation

Electron and photon energy calibration with the ATLAS detector using 2015-2016 LHC proton-proton collision data

The ATLAS Collaboration, Mar 18 2019, In : Journal of Instrumentation. 14, 3, P03017.

Research output: Contribution to journalArticle

Open Access
Protons
Photon
Calibration
Photons
Collision

Electrostatic and magnetostatic properties of random materials

Karimi, P., Zhang, X., Yan, S., Starzewski, M. O. & Jin, J., Feb 13 2019, In : Physical Review E. 99, 2, 022120.

Research output: Contribution to journalArticle

Magnetostatics
magnetostatics
Electrostatics
electrostatics
Scaling Function

Emission Measurements from Traditional Biomass Cookstoves in South Asia and Tibet

Weyant, C. L., Chen, P., Vaidya, A., Li, C., Zhang, Q., Thompson, R., Ellis, J., Chen, Y., Kang, S., Shrestha, G. R., Yagnaraman, M., Arineitwe, J., Edwards, R. & Bond, T. C., Mar 19 2019, In : Environmental Science and Technology. 53, 6, p. 3306-3314 9 p.

Research output: Contribution to journalArticle

Stoves
Biomass
biomass
Organic carbon
Carbon
Consumer products
citizen
coverage
Color
Derivatives

Enabling real-time multi-messenger astrophysics discoveries with deep learning

Huerta, E. A., Allen, G., Andreoni, I., Antelis, J. M., Bachelet, E., Berriman, G. B., Bianco, F. B., Biswas, R., Carrasco kind, M., Chard, K., Cho, M., Cowperthwaite, P. S., Etienne, Z. B., Fishbach, M., Forster, F., George, D., Gibbs, T., Graham, M., Gropp, W., Gruendl, R. & 40 others, Gupta, A., Haas, R., Habib, S., Jennings, E., Johnson, M. W. G., Katsavounidis, E., Katz, D. S., Khan, A., Kindratenko, V., Kramer, W. T. C., Liu, X., Mahabal, A., Marka, Z., Mchenry, K., Miller, J. M., Moreno, C., Neubauer, M. S., Oberlin, S., Olivas, A. R., Petravick, D., Rebei, A., Rosofsky, S., Ruiz, M., Saxton, A., Schutz, B. F., Schwing, A., Seidel, E., Shapiro, S. L., Shen, H., Shen, Y., Singer, L. P., Sipocz, B. M., Sun, L., Towns, J., Tsokaros, A., Wei, W., Wells, J., Williams, T. J., Xiong, J. & Zhao, Z., Oct 1 2019, In : Nature Reviews Physics. 1, 10, p. 600-608

Research output: Contribution to journalArticle

learning
astrophysics
recommendations
gravitational waves
machine learning

Enforcing public data archiving policies in academic publishing: A study of ecology journals

Sholler, D., Ram, K., Boettiger, C. & Katz, D. S., Jan 1 2019, In : Big Data and Society. 6, 1

Research output: Contribution to journalArticle

Open Access
Ecology
ecology
Availability
Academic publishing
stakeholder

Engineering Geographies: The Arctic in the Cold War Air Defense Films of the US Air Force

Hamilton, K. & O’Gorman, N., Apr 1 2019, Arctic Cinemas and the Documentary Ethos. Kaganovsky, L., MacKenzie, S. & Stenport, A. W. (eds.). Indiana University Press, p. 133-154

Research output: Chapter in Book/Report/Conference proceedingChapter

Engineering geometrical 3-dimensional untethered in vitro neural tissue mimic

Pagan-Diaz, G. J., Ramos-Cruz, K. P., Sam, R., Kandel, M. E., Aydin, O., Saif, T. M. A., Popescu, G. & Bashir, R., Dec 17 2019, In : Proceedings of the National Academy of Sciences of the United States of America. 116, 51, p. 25932-25940 9 p.

Research output: Contribution to journalArticle

Biomedical Research
Therapeutic Human Experimentation
Robotics
Drug Discovery
Embryonic Stem Cells
Open Access
Long Term Evolution (LTE)
Vacancies
Solid solutions
solid solutions
Fluxes