Research Output 1973 2020

2019

FPGA/DNN co-design: An efficient design methodology for IoT intelligence on the edge

Hao, C., Zhang, X., Li, Y., Huang, S., Xiong, J., Rupnow, K., Hwu, W-M. W. & Chen, D., Jun 2 2019, Proceedings of the 56th Annual Design Automation Conference 2019, DAC 2019. Institute of Electrical and Electronics Engineers Inc., a206. (Proceedings - Design Automation Conference).

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

Co-design
Field Programmable Gate Array
Design Methodology
Field programmable gate arrays (FPGA)
Accelerator

Fracture of beams with random field properties: Fractal and Hurst effects

Laudani, R. & Ostoja-Starzewski, M., Jan 1 2019, (Accepted/In press) In : International Journal of Solids and Structures.

Research output: Contribution to journalArticle

Fractals
Random Field
Cauchy
Fractal
fractals

Free-electron effects on the optical absorption of the hybrid perovskite CH3NH3PbI3 from first principles

Leveillee, J. & Schleife, A., Jul 19 2019, In : Physical Review B. 100, 3, 035205.

Research output: Contribution to journalArticle

Perovskite
Light absorption
free electrons
optical absorption
Electrons

Free fatty acids rewire cancer metabolism in obesity-associated breast cancer via estrogen receptor and mTOR signaling

Madak-Erdogan, Z., Band, S., Zhao, Y. C., Smith, B. P., Kulkoyluoglu-Cotul, E., Zuo, Q., Casiano, A. S., Wrobel, K., Rossi, G., Smith, R. L., Kim, S. H., Katzenellenbogen, J. A., Johnson, M. L., Patel, M., Marino, N., Storniolo, A. M. V. & Flaws, J. A., Jan 1 2019, In : Cancer Research. 79, 10, p. 2494-2510 17 p.

Research output: Contribution to journalArticle

Estrogen Receptor alpha
Nonesterified Fatty Acids
Estrogen Receptors
Obesity
Breast Neoplasms

Future climate emulations using quantile regressions on large ensembles

Haugen, M. A., Stein, M. L., Sriver, R. & Moyer, E. J., Feb 4 2019, In : Advances in Statistical Climatology, Meteorology and Oceanography. 5, 1, p. 37-55 19 p.

Research output: Contribution to journalArticle

Open Access
Quantile Regression
Emulation
Climate models
Climate
Ensemble

Gemini GNIRS Near-infrared Spectroscopy of 50 Quasars at z ≥ 5.7

Shen, Y., Wu, J., Jiang, L., Bañados, E., Fan, X., Ho, L. C., Riechers, D. A., Strauss, M. A., Venemans, B., Vestergaard, M., Walter, F., Wang, F., Willott, C., Wu, X. B. & Yang, J., Jan 1 2019, In : Astrophysical Journal. 873, 1, 35.

Research output: Contribution to journalArticle

infrared spectroscopy
quasars
near infrared
spectroscopy
accretion

Genome-Wide analysis and prediction of resistance to goss’s wilt in maize

Cooper, J. S., Rice, B. R., Shenstone, E. M., Lipka, A. E. & Jamann, T. M., Jun 2019, In : Plant Genome. 12, 2, 180045.

Research output: Contribution to journalArticle

Open Access
Zea mays
Genome
genome
prediction
corn

Genome-wide association and genomic prediction for biomass yield in a genetically diverse Miscanthus sinensis germplasm panel phenotyped at five locations in Asia and North America

Clark, L. V., Dwiyanti, M. S., Anzoua, K. G., Brummer, J. E., Ghimire, B. K., Głowacka, K., Hall, M., Heo, K., Jin, X., Lipka, A. E., Peng, J., Yamada, T., Yoo, J. H., Yu, C. Y., Zhao, H., Long, S. P. & Sacks, E. J., Aug 2019, In : GCB Bioenergy. 11, 8, p. 988-1007 20 p.

Research output: Contribution to journalArticle

Open Access
Miscanthus sinensis
germplasm
Nucleotides
Polymorphism
single nucleotide polymorphism

Genomic selection using maize ex-plant variety protection germplasm for the prediction of nitrogen-use traits

Mastrodomenico, A. T., Bohn, M. O., Lipka, A. E. & Below, F. E., Jan 1 2019, In : Crop Science. 59, 1, p. 212-220 9 p.

Research output: Contribution to journalArticle

plant variety protection
marker-assisted selection
germplasm
prediction
corn

Gluon-async: A bulk-asynchronous system for distributed and heterogeneous graph analytics

Dathathri, R., Gill, G., Hoang, L., Jatala, V., Pingali, K., Nandivada, V. K., Dang, H. V. & Snir, M., Sep 2019, Proceedings - 2019 28th International Conference on Parallel Architectures and Compilation Techniques, PACT 2019. Institute of Electrical and Electronics Engineers Inc., p. 15-28 14 p. 8891625. (Parallel Architectures and Compilation Techniques - Conference Proceedings, PACT; vol. 2019-September).

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

Asynchronous Systems
Graph in graph theory
Galois
Program processors
Communication

Grain boundary structure and migration in graphene via the displacement shift complete lattice

Annevelink, E., Ertekin, E. & Johnson, H. T., Mar 2019, In : Acta Materialia. 166, p. 67-74 8 p.

Research output: Contribution to journalArticle

Graphite
Crystal lattices
Graphene
Grain boundaries
Dislocations (crystals)

Gravitational Radiation from Close Binaries with Time-varying Masses

Holgado, A. M. & Ricker, P. M., Sep 1 2019, In : Astrophysical Journal. 882, 1, 39.

Research output: Contribution to journalArticle

gravitational waves
orbits
quadrupoles
relativity
radiation

Guest Editorial: Special Issue on Network and Parallel Computing for Emerging Architectures and Applications

Zhang, F., Zhai, J., Snir, M., Jin, H., Kasahara, H. & Valero, M., Jun 15 2019, In : International Journal of Parallel Programming. 47, 3, p. 343-344 2 p.

Research output: Contribution to journalEditorial

Open Access
Parallel processing systems
Parallel Computing
Architecture

Guest editor's introduction: Special issue on best papers from EuroMPI/USA 2017

Gropp, W. D. & Thakur, R., May 2019, In : Parallel Computing. 84, 1 p.

Research output: Contribution to journalEditorial

musicology
editor

H0Licow – X. Spectroscopic/imaging survey and galaxy-group identification around the strong gravitational lens system WFI 2033−4723

Sluse, D., Rusu, C. E., Fassnacht, C. D., Sonnenfeld, A., Richard, J., Auger, M. W., Coccato, L., Wong, K. C., Suyu, S. H., Treu, T., Agnello, A., Birrer, S., Bonvin, V., Collett, T., Courbin, F., Hilbert, S., Koopmans, L. V. E., Tihhanova, O., Marshall, P. J., Meylan, G. & 48 others, Shajib, A. J., Annis, J., Avila, S., Bertin, E., Brooks, D., Buckley-Geer, E., Burke, D. L., Rosell, A. C., Kind, M. C., Carretero, J., Castander, F. J., Da Costa, L. N., De Vicente, J., Desai, S., Doel, P., Evrard, A. E., Flaugher, B., Frieman, J., García-Bellido, J., Gerdes, D. W., Goldstein, D. A., Gruendl, R. A., Gschwend, J., Hartley, W. G., Hollowood, D. L., Honscheid, K., James, D. J., Kim, A. G., Krause, E., Kuehn, K., Kuropatkin, N., Lima, M., Lin, H., Maia, M. A. G., Marshall, J. L., Melchior, P., Menanteau, F., Miquel, R., Plazas, A. A., Sanchez, E., Serrano, S., Sevilla-Noarbe, I., Smith, M., Soares-Santos, M., Sobreira, F., Suchyta, E., Swanson, M. E. C. & Tarle, G., Jan 1 2019, In : Monthly Notices of the Royal Astronomical Society. 490, 1, p. 613-633 21 p.

Research output: Contribution to journalArticle

gravitational lenses
galactic clusters
lenses
perturbation
galaxies

Hardware-Software Co-Design for an Analog-Digital Accelerator for Machine Learning

Ambrosi, J., Ankit, A., Antunes, R., Chalamalasetti, S. R., Chatterjee, S., El Hajj, I., Fachini, G., Faraboschi, P., Foltin, M., Huang, S., Hwu, W. M., Knuppe, G., Lakshminarasimha, S. V., Milojicic, D., Parthasarathy, M., Ribeiro, F., Rosa, L., Roy, K., Silveira, P. & Strachan, J. P., Feb 8 2019, 2018 IEEE International Conference on Rebooting Computing, ICRC 2018. Institute of Electrical and Electronics Engineers Inc., 8638612. (2018 IEEE International Conference on Rebooting Computing, ICRC 2018).

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

Particle accelerators
Learning systems
Hardware
Memristors
Neural networks

Harnessing emerging technologies to reduce Gulf hypoxia

Khanna, M., Gramig, B. M., DeLucia, E. H., Cai, X. & Kumar, P., Oct 1 2019, In : Nature Sustainability. 2, 10, p. 889-891 3 p.

Research output: Contribution to journalComment/debate

hypoxia
Technology
gulf
Hypoxia

Health and climate impacts of future United States land freight modelled with global-to-urban models

Liu, L. Y., Hwang, T., Lee, S., Ouyang, Y., Lee, B., Smith, S. J., Tessum, C. W., Marshall, J. D., Yan, F., Daenzer, K. & Bond, T. C., Feb 1 2019, In : Nature Sustainability. 2, 2, p. 105-112 8 p.

Research output: Contribution to journalArticle

freight
health impact
climate effect
Motor Vehicles
Climate

Health benefits of air pollution reduction

on behalf of the Forum of International Respiratory Societies Environmental Committee, Jan 1 2019, In : Annals of the American Thoracic Society. 16, 12, p. 1478-1487 10 p.

Research output: Contribution to journalReview article

Air Pollution
Insurance Benefits
Health
Absenteeism
Pharyngitis

Heat conduction in porcine muscle and blood: Experiments and time-fractional telegraph equation model

Madhukar, A., Park, Y., Kim, W., Sunaryanto, H. J., Berlin, R., Chamorro, L. P., Bentsman, J. & Ostoja-Starzewski, M., Nov 1 2019, In : Journal of the Royal Society Interface. 16, 160, 0726.

Research output: Contribution to journalArticle

Telegraph
Heat conduction
Muscle
Blood
Swine

HetespaceyWalk: A heterogeneous Spacey random walk for heterogeneous information network embedding

He, Y., Song, Y., Li, J., Ji, C., Peng, J. & Peng, H., Nov 3 2019, CIKM 2019 - Proceedings of the 28th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 639-648 10 p. (International Conference on Information and Knowledge Management, Proceedings).

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

Open Access
Information networks
Random walk
Markov chain
Node
Leverage

Hierarchical measurement strategy for cost-effective interpolation of spatiotemporal data in manufacturing

Yang, Y., Zhang, Y., Cai, Y. D., Lu, Q., Koric, S. & Shao, C., Oct 2019, In : Journal of Manufacturing Systems. 53, p. 159-168 10 p.

Research output: Contribution to journalArticle

Interpolation
Costs
Large scale systems
Welding
Genetic algorithms

Hierarchical multi-armed bandits for discovering hidden populations

Kumar, S., Gao, H., Wang, C., Chang, K. C. C. & Sundaram, H., Aug 27 2019, Proceedings of the 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2019. Spezzano, F., Chen, W. & Xiao, X. (eds.). Association for Computing Machinery, Inc, p. 145-153 9 p. (Proceedings of the 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2019).

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

Decision trees
Sampling
mental illness
Reinforcement learning
Ablation

High confidence optical confirmations among the high signal-to-noise planck cluster candidates

Boada, S., Hughes, J. P., Menanteau, F., Doze, P., Felipe Barrientos, L. & Infante, L., Feb 1 2019, In : Astrophysical Journal. 871, 2, 188.

Research output: Contribution to journalArticle

confidence
galaxies
observatory
catalogs
sky

High Hole Mobility and Nonsaturating Giant Magnetoresistance in the New 2D Metal NaCu 4 Se 4 Synthesized by a Unique Pathway

Chen, H., Rodrigues, J. N. B., Rettie, A. J. E., Song, T. B., Chica, D. G., Su, X., Bao, J. K., Chung, D. Y., Kwok, W. K., Wagner, L. K. & Kanatzidis, M. G., Jan 9 2019, In : Journal of the American Chemical Society. 141, 1, p. 635-642 8 p.

Research output: Contribution to journalArticle

Giant magnetoresistance
Hole mobility
Metals
Photoelectron Spectroscopy
metal

Highly Efficient Solar-Driven Carbon Dioxide Reduction on Molybdenum Disulfide Catalyst Using Choline Chloride-Based Electrolyte

Asadi, M., Motevaselian, M. H., Moradzadeh, A., Majidi, L., Esmaeilirad, M., Sun, T. V., Liu, C., Bose, R., Abbasi, P., Zapol, P., Khodadoust, A. P., Curtiss, L. A., Aluru, N. R. & Salehi-Khojin, A., Mar 6 2019, In : Advanced Energy Materials. 9, 9, 1803536.

Research output: Contribution to journalArticle

Carbon Monoxide
Choline
Carbon Dioxide
Electrolytes
Molybdenum

High-throughput field phenotyping using hyperspectral reflectance and partial least squares regression (PLSR) reveals genetic modifications to photosynthetic capacity

Meacham-Hensold, K., Montes, C. M., Wu, J., Guan, K., Fu, P., Ainsworth, E. A., Pederson, T., Moore, C. E., Brown, K. L., Raines, C. & Bernacchi, C. J., Sep 15 2019, In : Remote Sensing of Environment. 231, 111176.

Research output: Contribution to journalArticle

Open Access
genetic engineering
reflectance
least squares
Throughput
phenotype

Hindcasting Magma Reservoir Stability Preceding the 2008 Eruption of Okmok, Alaska

Albright, J. A., Gregg, P. M., Lu, Z. & Freymueller, J. T., Aug 16 2019, In : Geophysical Research Letters. 46, 15, p. 8801-8808 8 p.

Research output: Contribution to journalArticle

hindcasting
magma chamber
volcanic eruptions
magma
volcanic eruption
Zambia
assets
decision making
participation
smallholder

Histogram sort with sampling

Harsh, V., Kale, L. V. & Solomonik, E. V., Jun 17 2019, SPAA 2019 - Proceedings of the 31st ACM Symposium on Parallelism in Algorithms and Architectures. Association for Computing Machinery, p. 201-212 12 p. (Annual ACM Symposium on Parallelism in Algorithms and Architectures).

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

Open Access
Histogram
Sort
Partition
Sampling
Sorting algorithm

Historical soil drainage mediates the response of soil greenhouse gas emissions to intense precipitation events

Krichels, A., Delucia, E. H., Sanford, R. A., Chee-Sanford, J. & Yang, W., Feb 15 2019, In : Biogeochemistry. 142, 3, p. 425-442 18 p.

Research output: Contribution to journalArticle

soil drainage
soil gas
Gas emissions
Greenhouse gases
Drainage

Hot-Electron-Mediated Ion Diffusion in Semiconductors for Ion-Beam Nanostructuring

Lee, C. W. & Schleife, A., Jun 12 2019, In : Nano letters. 19, 6, p. 3939-3947 9 p.

Research output: Contribution to journalArticle

Hot electrons
hot electrons
Ion beams
ion beams
Ions

How Accurately Can We Model Magma Reservoir Failure With Uncertainties in Host Rock Rheology?

Zhan, Y. & Gregg, P., Aug 1 2019, In : Journal of Geophysical Research: Solid Earth. 124, 8, p. 8030-8042 13 p.

Research output: Contribution to journalArticle

rheology
Rheology
magma chamber
host rock
magma

Human verbal memory encoding is hierarchically distributed in a continuous processing stream

Kucewicz, M. T., Saboo, K., Berry, B. M., Kremen, V., Miller, L. R., Khadjevand, F., Inman, C. S., Wanda, P., Sperling, M. R., Gorniak, R., Davis, K. A., Jobst, B. C., Lega, B., Sheth, S. A., Rizzuto, D. S., Iyer, R. K., Kahana, M. J. & Worrell, G. A., Jan 1 2019, In : eNeuro. 6, 1, e0214-18.2018.

Research output: Contribution to journalArticle

Open Access
Brain
Occipital Lobe
Temporal Lobe
Prefrontal Cortex
Epilepsy

Human vs bots: Detecting human attacks in a honeypot environment

Udhani, S., Withers, A. & Bashir, M. N., Jun 2019, 7th International Symposium on Digital Forensics and Security, ISDFS 2019. Varol, A., Karabatak, M., Varol, C. & Teke, S. (eds.). Institute of Electrical and Electronics Engineers Inc., 8757534. (7th International Symposium on Digital Forensics and Security, ISDFS 2019).

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

Research Personnel
Open Access
hydroponics
Liquefaction
liquefaction
Wastewater
wastewater
Open Access
artificial intelligence
reflectance
least squares
operator regions
leaves

Ice Cloud Optical Thickness, Effective Radius, And Ice Water Path Inferred From Fused MISR and MODIS Measurements Based on a Pixel-Level Optimal Ice Particle Roughness Model

Wang, Y., Yang, P., Hioki, S., King, M. D., Baum, B. A., Di Girolamo, L. & Fu, D., Nov 27 2019, In : Journal of Geophysical Research: Atmospheres. 124, 22, p. 12126-12140 15 p.

Research output: Contribution to journalArticle

MISR (radiometry)
MISR
spectroradiometers
ice clouds
MODIS (radiometry)

Identification and characterization of core sludge and biofilm microbiota in anaerobic membrane bioreactors

Cheng, H., Cheng, D., Mao, J., Lu, T. & Hong, P. Y., Dec 2019, In : Environment International. 133, 105165.

Research output: Contribution to journalArticle

Open Access
bioreactor
biofilm
sludge
membrane
relative abundance

Identification of boosted Higgs bosons decaying into b-quark pairs with the ATLAS detector at 13 TeV

Atlas Collaboration, Oct 1 2019, In : European Physical Journal C. 79, 10, 836.

Research output: Contribution to journalArticle

Open Access
Bosons
Higgs bosons
quarks
Detectors
detectors

Identification of pathways associated with chemosensitivity through network embedding

Wang, S., Huang, E., Cairns, J., Peng, J., Wang, L. & Sinha, S., Mar 2019, In : PLoS computational biology. 15, 3, e1006864.

Research output: Contribution to journalArticle

Open Access
Pathway
Genes
Gene
gene
genes

Identification of RR Lyrae Stars in Multiband, Sparsely Sampled Data from the Dark Energy Survey Using Template Fitting and Random Forest Classification

Yanny, B., Stringer, K. M., Long, J. P., Macri, L. M., Marshall, J. L., Drlica-Wagner, A., Martinez-Vázquez, C. E., Vivas, A. K., Bechtol, K., Morganson, E., Kind, M. C., Pace, A. B., Walker, A. R., Nielsen, C., Li, T. S., Rykoff, E., Burke, D., Rosell, A. C., Neilsen, E., Ferguson, P. & 58 others, Cantu, S. A., Myron, J. L., Strigari, L., Farahi, A., Paz-Chinchón, F., Tucker, D., Lin, Z., Hatt, D., Maner, J. F., Plybon, L., Riley, A. H., Nadler, E. O., Abbott, T. M. C., Allam, S., Annis, J., Bertin, E., Brooks, D., Buckley-Geer, E., Carretero, J., Cunha, C. E., D'Andrea, C. B., Costa, L. N. D., Vicente, J. D., Desai, S., Doel, P., Eifler, T. F., Flaugher, B., Frieman, J., Garcia-Bellido, J., Gaztanaga, E., Gruen, D., Gschwend, J., Gutierrez, G., Hartley, W. G., Hollowood, D. L., Hoyle, B., James, D. J., Kuehn, K., Kuropatkin, N., Melchior, P., Miquel, R., Ogando, R. L. C., Plazas, A. A., Sanchez, E., Santiago, B., Scarpine, V., Schubnell, M., Serrano, S., Sevilla-Noarbe, I., Smith, M., Smith, R. C., Soares-Santos, M., Sobreira, F., Suchyta, E., Swanson, M. E. C., Tarle, G., Thomas, D. & Vikram, V., Jan 1 2019, In : Astronomical Journal. 158, 1, 16.

Research output: Contribution to journalArticle

dark energy
templates
stars
variable stars
energy

IGFEM-based shape sensitivity analysis of the transverse failure of a composite laminate

Zhang, X., Brandyberry, D. R. & Geubelle, P. H., Nov 1 2019, In : Computational Mechanics. 64, 5, p. 1455-1472 18 p.

Research output: Contribution to journalArticle

Generalized Finite Element Method
Shape Sensitivity Analysis
Composite Laminates
Sensitivity analysis
Interfaces (computer)

Ignaczak equation of elastodynamics

Starzewski, M. O., Nov 1 2019, In : Mathematics and Mechanics of Solids. 24, 11, p. 3674-3713 40 p.

Research output: Contribution to journalReview article

Elastodynamics
Formulation
Wave propagation
Wave Propagation
Micropolar
Open Access
interdisciplinary research
anniversary
documentation
event
student

Imaging the molecular interstellar medium in a gravitationally lensed star-forming galaxy at z = 5.7

Apostolovski, Y., Aravena, M., Anguita, T., Spilker, J., Weiß, A., Béthermin, M., Chapman, S. C., Chen, C. C., Cunningham, D., De Breuck, C., Dong, C., Hayward, C. C., Hezaveh, Y., Jarugula, S., Litke, K., Ma, J., Marrone, D. P., Narayanan, D., Reuter, C. A., Rotermund, K. & 1 others, Vieira, J., Aug 1 2019, In : Astronomy and Astrophysics. 628, A23.

Research output: Contribution to journalArticle

galaxies
velocity structure
stars
dust
continuums
tropical cyclone
atmosphere
ocean
simulation
tropical cyclone event

Impact of Crustal Rheology on Temperature-Dependent Viscoelastic Models of Volcano Deformation: Application to Taal Volcano, Philippines

Morales Rivera, A. M., Amelung, F., Albino, F. & Gregg, P. M., Jan 2019, In : Journal of Geophysical Research: Solid Earth. 124, 1, p. 978-994 17 p.

Research output: Contribution to journalArticle

Philippines
Volcanoes
rheology
Rheology
volcanoes

Impact of solutes on the lattice parameters and elastic stiffness coefficients of hcp Fe from first-principles calculations

Fellinger, M. R., Hector, L. G. & Trinkle, D. R., Jun 15 2019, In : Computational Materials Science. 164, p. 116-126 11 p.

Research output: Contribution to journalArticle

First-principles Calculation
Martensite
Hexagon
Lattice constants
Steel