Research Output 1970 2020

2019

Nonparametric variable selection and its application to additive models

Feng, Z., Lin, L., Zhu, R. & Zhu, L., Jan 1 2019, In : Annals of the Institute of Statistical Mathematics.

Research output: Contribution to journalArticle

Additive Models
Variable Selection
Nonparametric Model
Approximation
Two-stage Procedure

Numerical model of the radio-frequency magnetic presheath including wall impurities

Elias, M., Curreli, D., Jenkins, T. G., Myra, J. R. & Wright, J., Sep 1 2019, In : Physics of Plasmas. 26, 9, 092508.

Research output: Contribution to journalArticle

Open Access
radio frequencies
impurities
sputtering
ions
cyclotron resonance
Open Access
pair production
bosons
collisions
detectors
cross sections

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

Maximum likelihood
Feedback
evaluation
learning
Recommender systems

On the duality of complex geometry and material heterogeneities in linear elastodynamics

Chen, Q. & Elbanna, A., Aug 15 2019, In : International Journal of Solids and Structures. 168, p. 203-210 8 p.

Research output: Contribution to journalArticle

elastodynamics
Elastodynamics
Complex Geometry
Duality
Band Gap

On the Hydrodynamic Stability of a Lennard-Jones Molecular Fluid

Raghavan, B. V. & Starzewski, M. O., Jan 1 2019, In : Journal of Statistical Physics.

Research output: Contribution to journalArticle

Hydrodynamic Stability
flow stability
Lennard-Jones
Reynolds number
Continuum

Optimizing I/O performance of HPC applications with autotuning

Behzad, B., Byna, S., Prabhat & Snir, M., Mar 2019, In : ACM Transactions on Parallel Computing. 5, 4, 15.

Research output: Contribution to journalArticle

Auto-tuning
High Performance
Computing
Middleware
Hardware

Origins and Control of Optical Absorption in a Nondilute Oxide Solid Solution: Sr(Ti,Fe)O 3- x Perovskite Case Study

Perry, N. H., Kim, N., Ertekin, E. & Tuller, H. L., Feb 12 2019, In : Chemistry of Materials. 31, 3, p. 1030-1041 12 p.

Research output: Contribution to journalArticle

Perovskite
Oxides
Light absorption
Solid solutions
Valence bands

Oxpecker (Buphagus erythrorhynchus, Buphagus africanus) and tick abundances in acaricide-treated livestock areas

Welsh, E. C., Keesing, F. & Allan, B. F., Mar 2019, In : African Journal of Ecology. 57, 1, p. 155-159 5 p.

Research output: Contribution to journalArticle

acaricide
Giraffa camelopardalis
mutualism
tick
acaricides

Parallelized finite element analysis of knitted textile mechanical behavior

Liu, D., Koric, S. & Kontsos, A., Apr 1 2019, In : Journal of Engineering Materials and Technology, Transactions of the ASME. 141, 2, 021008.

Research output: Contribution to journalArticle

textiles
Textiles
Computational efficiency
Finite element method
yarns

Parsl: Scalable parallel scripting in python

Babuji, Y., Chard, K., Foster, I., Katz, D. S., Wilde, M., Woodard, A. & Wozniak, J., Jan 1 2019, In : CEUR Workshop Proceedings. 2357

Research output: Contribution to journalConference article

Parsl: Pervasive parallel programming in Python

Babuji, Y., Woodard, A., Li, Z., Katz, D. S., Clifford, B., Kumar, R., Lacinski, L., Chard, R., Wozniak, J. M., Foster, I., Wilde, M. & Chard, K., Jun 17 2019, HPDC 2019- Proceedings of the 28th International Symposium on High-Performance Parallel and Distributed Computing. Association for Computing Machinery, Inc, p. 25-36 12 p. (HPDC 2019- Proceedings of the 28th International Symposium on High-Performance Parallel and Distributed Computing).

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

Open Access
Parallel programming
Machine oriented languages
Cosmology
Supercomputers
Materials science
pricing
driver
demand
service provider
Costs

Performance of laser-based electronic devices for structural analysis of Amazonian terra-firme forests

Pereira, I. S., do Nascimento, H. E. M., Vicari, M. B., Disney, M., DeLucia, E. H., Domingues, T., Kruijt, B., Lapola, D., Meir, P., Norby, R. J., Ometto, J. P. H. B., Quesada, C. A., Rammig, A. & Hofhansl, F., Mar 1 2019, In : Remote Sensing. 11, 5, 510.

Research output: Contribution to journalArticle

Open Access
structural analysis
laser
aboveground biomass
biomass
vegetation

Performance of top-quark and W -boson tagging with ATLAS in Run 2 of the LHC

Atlas Collaboration, May 1 2019, In : European Physical Journal C. 79, 5, 375.

Research output: Contribution to journalArticle

Open Access
Bosons
marking
bosons
quarks
Colliding beam accelerators

Periodic Earned Income Tax Credit (EITC) Payment, Financial Stress and Wellbeing: A Longitudinal Study

Kramer, K., Andrade, F. C. D., Greenlee, A. J., Mendenhall, R., Bellisle, D. & Lemons Blanks, R., Sep 15 2019, In : Journal of Family and Economic Issues. 40, 3, p. 511-523 13 p.

Research output: Contribution to journalArticle

Income Tax
Longitudinal Studies
Aptitude
Food Supply
Emergencies

Personal embodiment, social enactment: Collaborative learning with body technology

Fields, D. A., Lee, V. R., Litts, B. K., Mortensen, C. K., Ching, C. C., Danish, J. A., Humburg, M., Davis, B., Tu, X., Lui, D., Shaw, M., Jayathirtha, G., Kafai, Y., Lindberg, L., Lindgren, R., Planey, J., Morphew, J., Taylor, K. H., Bell, A., Riesland, E. & 5 others, Hays, M., Silvis, D., Dubovi, I., Hall, R. & Enyedy, N., Jan 1 2019, A Wide Lens: Combining Embodied, Enactive, Extended, and Embedded Learning in Collaborative Settings - 13th International Conference on Computer Supported Collaborative Learning, CSCL 2019 - Conference Proceedings. Lund, K., Niccolai, G. P., Lavoue, E., Hmelo-Silver, C., Gweon, G. & Baker, M. (eds.). International Society of the Learning Sciences (ISLS), p. 798-805 8 p. (Computer-Supported Collaborative Learning Conference, CSCL; vol. 2).

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

learning
technical development
epistemology
research method
experience

Pharmacogenomics-Driven Prediction of Antidepressant Treatment Outcomes: A Machine-Learning Approach With Multi-trial Replication

Athreya, A. P., Neavin, D., Carrillo-Roa, T., Skime, M., Biernacka, J., Frye, M. A., Rush, A. J., Wang, L., Binder, E. B., Iyer, R. K., Weinshilboum, R. M. & Bobo, W. V., Oct 1 2019, In : Clinical Pharmacology and Therapeutics. 106, 4, p. 855-865 11 p.

Research output: Contribution to journalArticle

Pharmacogenetics
Serotonin Uptake Inhibitors
Antidepressive Agents
Major Depressive Disorder
Citalopram
Planning
planning
optimization model
service provider
customer

Plant Networks as Traits and Hypotheses: Moving Beyond Description

Marshall-Colon, A. & Kliebenstein, D. J., Sep 2019, In : Trends in Plant Science. 24, 9, p. 840-852 13 p.

Research output: Contribution to journalReview article

Biological Sciences
organisms
phenotype
gene interaction
linkage (genetics)

polyRAD: Genotype calling with uncertainty from sequencing data in polyploids and diploids

Clark, L. V., Lipka, A. E. & Sacks, E. J., Mar 1 2019, In : G3: Genes, Genomes, Genetics. 9, 3, p. 663-673 11 p.

Research output: Contribution to journalArticle

Open Access
Polyploidy
Diploidy
Uncertainty
Genotype
Population

Possible worlds explorer: Datalog and answer set programming for the rest of us

Gupta, S., Cheng, Y. Y. & Ludaescher, B., Jan 1 2019, In : CEUR Workshop Proceedings. 2368, p. 44-55 12 p.

Research output: Contribution to journalConference article

Computer systems programming
Time series
Visualization
Atoms

Potential effects of blood meal host on bacterial community composition in Ixodes scapularis nymphs

Landesman, W. J., Mulder, K., Allan, B. F., Bashor, L. A., Keesing, F., LoGiudice, K. & Ostfeld, R. S., Apr 2019, In : Ticks and Tick-borne Diseases. 10, 3, p. 523-527 5 p.

Research output: Contribution to journalArticle

Nymph
Ixodes
Ixodes scapularis
Microbiota
blood meal

Precision immunoprofiling to reveal diagnostic signatures for latent tuberculosis infection and reactivation risk stratification

Robison, H. M., Escalante, P., Valera, E., Erskine, C. L., Auvil, L., Sasieta, H. C., Bushell, C., Welge, M. E. & Bailey, R. C., Jan 1 2019, In : Integrative biology : quantitative biosciences from nano to macro. 11, 1, p. 16-25 10 p.

Research output: Contribution to journalArticle

Latent Tuberculosis
Biomarkers
Blood
Cytokines
Sensor arrays

Predicting Short-term MCI-to-AD Progression Using Imaging, CSF, Genetic Factors, Cognitive Resilience, and Demographics

For the Alzheimer’s Disease Neuroimaging Initiative & Iyer, R. K., Dec 1 2019, In : Scientific reports. 9, 1, 2235.

Research output: Contribution to journalArticle

Open Access
Disease Progression
Alzheimer Disease
Demography
Complement C1
Prodromal Symptoms

Predicting the difficulty of automatic item generators on exams from their difficulty on homeworks

Chen, B., West, M. & Zilles, C., Jun 24 2019, Proceedings of the 6th 2019 ACM Conference on Learning at Scale, L@S 2019. Association for Computing Machinery, Inc, (Proceedings of the 6th 2019 ACM Conference on Learning at Scale, L@S 2019).

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

Open Access
homework
Students
mechanical engineering
student
Mechanical engineering

Predicting the direct and indirect impacts of climate change on malaria in coastal Kenya

Le, P. V. V., Kumar, P., Ruiz, M. O., Mbogo, C. & Muturi, E. J., Feb 2019, In : PloS one. 14, 2, e0211258.

Research output: Contribution to journalArticle

Open Access
Climate Change
Kenya
Climate change
malaria
Malaria

Predicting tree diameter using allometry described by non-parametric locally-estimated copulas from tree dimensions derived from airborne laser scanning

Xu, Q., Li, B., Maltamo, M., Tokola, T. & Hou, Z., Feb 28 2019, In : Forest Ecology and Management. 434, p. 205-212 8 p.

Research output: Contribution to journalArticle

allometry
tree and stand measurements
lasers
laser
least squares

Prediction and optimization of mechanical properties of composites using convolutional neural networks

Abueidda, D. W., Almasri, M., Ammourah, R., Ravaioli, U., Jasiuk, I. M. & Sobh, N. A., Nov 1 2019, In : Composite Structures. 227, 111264.

Research output: Contribution to journalArticle

Genetic algorithms
Neural networks
Mechanical properties
Composite materials
Toughness
Excitation energy
Dimers
atomic energy levels
spinel
dimers

Preface

Xu, J. J., Zhu, B., Liu, X., Shaw, M. J-P., Zhang, H. & Fan, M., Jan 1 2019, In : Lecture Notes in Business Information Processing. 357

Research output: Contribution to journalEditorial

Properties of g →b b at small opening angles in pp collisions with the ATLAS detector at √s=13 TeV

(ATLAS Collaboration), Mar 1 2019, In : Physical Review D. 99, 5, 052004.

Research output: Contribution to journalArticle

Open Access
collisions
detectors
quarks
fragmentation
predictions

Properties of the Binary Neutron Star Merger GW170817

LIGO Scientific Collaboration and Virgo Collaboration, Jan 2 2019, In : Physical Review X. 9, 1, 011001.

Research output: Contribution to journalArticle

Open Access
binary stars
neutron stars
gravitational waves
LIGO (observatory)
sky
public transportation
Real time control
transportation system
Systems analysis
Planning

PUG: a framework and practical implementation for why and why-not provenance

Lee, S., Ludaescher, B. & Glavic, B., Feb 1 2019, In : VLDB Journal. 28, 1, p. 47-71 25 p.

Research output: Contribution to journalArticle

Syntactics
Factorization

PUMA: A Programmable Ultra-efficient Memristor-based Accelerator for Machine Learning Inference

Ankit, A., El Hajj, I., Rahul Chalamalasetti, S., Ndu, G., Foltin, M., Williams, R. S., Faraboschi, P., Hwu, W-M. W., Paul Strachan, J., Roy, K. & Milojicic, D. S., Apr 4 2019, ASPLOS 2019 - 24th International Conference on Architectural Support for Programming Languages and Operating Systems. Association for Computing Machinery, p. 715-731 17 p. (International Conference on Architectural Support for Programming Languages and Operating Systems - ASPLOS).

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

Open Access
Memristors
Particle accelerators
Learning systems
Image recognition
Energy efficiency

Pushing the frontiers of modeling excited electronic states and dynamics to accelerate materials engineering and design

Kang, K., Kononov, A., Lee, C. W., Leveillee, J. A., Shapera, E. P., Zhang, X. & Schleife, A., Apr 1 2019, In : Computational Materials Science. 160, p. 207-216 10 p.

Research output: Contribution to journalArticle

pushing
Electronic states
Time-dependent Density Functional Theory
Accelerate
Electronics

Race to Exascale

Dongarra, J., Gottlieb, S. & Kramer, W. T., Jan 1 2019, In : Computing in Science and Engineering. 21, 1, p. 4-5 2 p., 8661800.

Research output: Contribution to journalEditorial

Racial Microaggressions and Sense of Belonging at a Historically White University

Lewis, J. A., Mendenhall, R., Ojiemwen, A., Thomas, M., Riopelle, C., Harwood, S. A. & Browne Huntt, M., Jan 1 2019, In : American Behavioral Scientist.

Research output: Contribution to journalArticle

Students
student
Asian Americans
African Americans
Color

Rapid and Accurate Determination of Nanopore Ionic Current Using a Steric Exclusion Model

Wilson, J., Sarthak, K., Si, W., Gao, L. & Aksimentiev, A., Mar 22 2019, In : ACS Sensors. 4, 3, p. 634-644 11 p.

Research output: Contribution to journalArticle

Nanopores
exclusion
atomic structure
amino acids
solid state

Rediscovery of the Sixth Star Cluster in the Fornax Dwarf Spheroidal Galaxy

Wang, M. Y., Koposov, S., Drlica-Wagner, A., Pieres, A., Li, T. S., De Boer, T., Bechtol, K., Belokurov, V., Pace, A. B., Bacon, D., Abbott, T. M. C., Annis, J., Bertin, E., Brooks, D., Buckley-Geer, E., Burke, D. L., Rosell, A. C., Kind, M. C., Carretero, J., Da Costa, L. N. & 42 others, De Vicente, J., Desai, S., Diehl, H. T., Doel, P., Estrada, J., Flaugher, B., Fosalba, P., Frieman, J., García-Bellido, J., Gerdes, D. W., Gruen, D., Gruendl, R. A., Gschwend, J., Gutierrez, G., Hollowood, D. L., Honscheid, K., Hoyle, B., James, D. J., Kent, S., Kuehn, K., Kuropatkin, N., Maia, M. A. G., Marshall, J. L., Menanteau, F., Miquel, R., Plazas, A. A., Sanchez, E., Santiago, B., Scarpine, V., Schindler, R., Schubnell, M., Serrano, S., Sevilla-Noarbe, I., Smith, M., Smith, R. C., Sobreira, F., Suchyta, E., Swanson, M. E. C., Tarle, G., Thomas, D., Tucker, D. L. & Walker, A. R., Apr 20 2019, In : Astrophysical Journal Letters. 875, 2, L13.

Research output: Contribution to journalArticle

star clusters
dwarf galaxies
artifact
diagram
faint objects

Reduced-order control using low-rank dynamic mode decomposition

Sashittal, P. & Bodony, D. J., Dec 1 2019, In : Theoretical and Computational Fluid Dynamics. 33, 6, p. 603-623 21 p.

Research output: Contribution to journalArticle

Decomposition
decomposition
flat plates
State feedback
controllers

Reducing mind-wandering during vicarious learning from an intelligent tutoring system

Mills, C., Bosch, P. N., Krasich, K. & D’Mello, S. K., 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. 296-307 12 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

Intelligent Tutoring Systems
Intelligent systems
Students
Expertise
Online Learning

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

Gas turbines
Turbines
Finite element method
Supercomputers
Product design

Region and effect inference for safe parallelism

Tzannes, A., Heumann, S. T., Eloussi, L., Vakilian, M., Adve, V. S. & Han, M., Jun 15 2019, In : Automated Software Engineering. 26, 2, p. 463-509 47 p.

Research output: Contribution to journalArticle

Constraint satisfaction problems
Polymorphism
Specifications

REINAM: Reinforcement learning for input-grammar inference

Wu, Z., Johnson, E., Yang, W., Bastani, O., Song, D., Peng, J. & Xie, T., Aug 12 2019, ESEC/FSE 2019 - Proceedings of the 2019 27th ACM Joint Meeting European Software Engineering Conference and Symposium on the Foundations of Software Engineering. Apel, S., Dumas, M., Russo, A. & Pfahl, D. (eds.). Association for Computing Machinery, Inc, p. 488-498 11 p. (ESEC/FSE 2019 - Proceedings of the 2019 27th ACM Joint Meeting European Software Engineering Conference and Symposium on the Foundations of Software Engineering).

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

Reinforcement learning
Seed
Software engineering
Engines
Testing

Rejoinder to “Understanding our Markov Chain Significance Test”

Tam Cho, W. K. & Rubinstein-salzedo, S., Jan 1 2019, In : Statistics and Public Policy. 6, 1, p. 54-54

Research output: Contribution to journalArticle

Relationship profiling over social networks: Reverse smoothness from similarity to closeness

Yang, C. & Chang, K. C-C., Jan 1 2019, SIAM International Conference on Data Mining, SDM 2019. Society for Industrial and Applied Mathematics Publications, p. 342-350 9 p. (SIAM International Conference on Data Mining, SDM 2019).

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

Semantics
Supervised learning
Experiments

Relaying of the local enhanced electric-field using stacked gold bowtie nanoantennas

Ding, Q. & Toussaint, K. C., Jun 18 2019, In : Nanotechnology. 30, 36, 365202.

Research output: Contribution to journalArticle

Gold
Electric fields
Nonlinear optics
Metamaterials
Antenna feeders
Systems analysis
customer
Railroads
railroad
Service system