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2020
Cyclic behaviors of a novel design of a metal hydride reactor encircled by cascaded phase change materials
Alqahtani, T., Bamasag, A., Mellouli, S., Askri, F. & Phelan, P. E., Nov 13 2020, In: International Journal of Hydrogen Energy. 45, 56, p. 32285-32297 13 p.Research output: Contribution to journal › Article › peer-review
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Cyclist crash rates and risk factors in a prospective cohort in seven European cities
Branion-Calles, M., Götschi, T., Nelson, T., Anaya-Boig, E., Avila-Palencia, I., Castro, A., Cole-Hunter, T., de Nazelle, A., Dons, E., Gaupp-Berghausen, M., Gerike, R., Int Panis, L., Kahlmeier, S., Nieuwenhuijsen, M., Rojas-Rueda, D. & Winters, M., Jun 2020, In: Accident Analysis and Prevention. 141, 105540.Research output: Contribution to journal › Article › peer-review
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- D3WA+ - A case study of XAIP in a model acquisition task for dialogue planning
Sreedharan, S., Chakraborti, T., Muise, C., Khazaeni, Y. & Kambhampati, S., May 29 2020, In: Proceedings International Conference on Automated Planning and Scheduling, ICAPS. 30, p. 488-497 10 p.Research output: Contribution to journal › Conference article › peer-review
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Daily Racial Discrimination Experiences, Ethnic-Racial Identity, and Diurnal Cortisol Patterns Among Black Adults
Seaton, E. K. & Zeiders, K. H., 2020, (Accepted/In press) In: Cultural Diversity and Ethnic Minority Psychology.Research output: Contribution to journal › Article › peer-review
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Daily rumination about stress, sleep, and diurnal cortisol activity
Sladek, M. R., Doane, L. & Breitenstein, R. S., Feb 17 2020, In: Cognition and Emotion. 34, 2, p. 188-200 13 p.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
Daily stress spillover and crossover: Moderating effects of difficulties in emotion regulation in same-sex couples
Cooper, A. N., Tao, C., Totenhagen, C. J., Randall, A. K. & Holley, S. R., Apr 1 2020, In: Journal of Social and Personal Relationships. 37, 4, p. 1245-1267 23 p.Research output: Contribution to journal › Article › peer-review
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Damage-responsive, maturity-silenced enhancers regulate multiple genes that direct regeneration in drosophila
Harris, R. E., Stinchfield, M. J., Nystrom, S. L., McKay, D. J. & Hariharan, I. K., Jun 2020, In: eLife. 9, p. 1-26 26 p., e58305.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
Damp Heat Induced Degradation of Silicon Heterojunction Solar Cells with Cu-Plated Contacts
Karas, J., Sinha, A., Buddha, V. S. P., Li, F., Moghadam, F., Tamizhmani, G., Bowden, S. & Augusto, A., Jan 2020, In: IEEE Journal of Photovoltaics. 10, 1, p. 153-158 6 p., 8878168.Research output: Contribution to journal › Article › peer-review
3 Scopus citations -
Dancing With Algorithms: Interaction Creates Greater Preference and Trust in Machine-Learned Behavior
Gutzwiller, R. S. & Reeder, J., 2020, (Accepted/In press) In: Human Factors.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
DAPT 2020 - Constructing a Benchmark Dataset for Advanced Persistent Threats
Myneni, S., Chowdhary, A., Sabur, A., Sengupta, S., Agrawal, G., Huang, D. & Kang, M., 2020, Deployable Machine Learning for Security Defense - 1st International Workshop, MLHat 2020, Proceedings. Wang, G., Ciptadi, A. & Ahmadzadeh, A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 138-163 26 p. (Communications in Computer and Information Science; vol. 1271 CCIS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Data based reconstruction of duplex networks
Ma, C., Chen, H. S., Li, X., Lai, Y. C. & Zhang, H. F., 2020, In: SIAM Journal on Applied Dynamical Systems. 19, 1, p. 124-150 27 p.Research output: Contribution to journal › Article › peer-review
5 Scopus citations -
Data-driven automated discovery of variational laws hidden in physical systems
Huang, Z., Tian, Y., Li, C., Lin, G., Wu, L., Wang, Y. & Jiang, H., Apr 2020, In: Journal of the Mechanics and Physics of Solids. 137, 103871.Research output: Contribution to journal › Article › peer-review
3 Scopus citations -
Data-Driven Computational Social Science: A Survey
Zhang, J., Wang, W., Xia, F., Lin, Y. R. & Tong, H., Sep 2020, In: Big Data Research. 21, 100145.Research output: Contribution to journal › Review article › peer-review
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Data-Driven Model Invalidation for Unknown Lipschitz Continuous Systems via Abstraction
Jin, Z., Khajenejad, M. & Yong, S. Z., Jul 2020, 2020 American Control Conference, ACC 2020. Institute of Electrical and Electronics Engineers Inc., p. 2975-2980 6 p. 9147725. (Proceedings of the American Control Conference; vol. 2020-July).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
1 Scopus citations -
Data-driven outreach to opportunity youth using population data and Geographic Information System technology
Wang, C., Mody, E. H., Hunting, D., Hoyt, J. & Ferguson, K. M., Jan 1 2020, (Accepted/In press) In: Journal of Social Work.Research output: Contribution to journal › Article › peer-review
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Data-Driven Service Delivery: Using Population and Coalition Data to Reengage Opportunity Youth in Career and Educational Pathways
Mody, E. H., Wang, C., Hoyt, J. & Ferguson, K. M., Sep 15 2020, In: Journal of Technology in Human Services. 38, 4, p. 384-409 26 p.Research output: Contribution to journal › Article › peer-review
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Data-driven system health monitoring technique using autoencoder for the safety management of commercial aircraft
Lee, H., Lim, H. J. & Chattopadhyay, A., 2020, (Accepted/In press) In: Neural Computing and Applications.Research output: Contribution to journal › Article › peer-review
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Data generated during the 2018 LAPSE-RATE campaign: An introduction and overview
De Boer, G., Houston, A., Jacob, J., Chilson, P. B., Smith, S. W., Argrow, B., Lawrence, D., Elston, J., Brus, D., Kemppinen, O., Klein, P., Lundquist, J. K., Waugh, S., Bailey, S. C. C., Frazier, A., Sama, M. P., Crick, C., Schmale, D., Pinto, J., Pillar-Little, E. A. & 2 others, , Dec 11 2020, In: Earth System Science Data. 12, 4, p. 3357-3366 10 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Data sharing in small and medium US cities: The role of community characteristics
Fusi, F. & Feeney, M. K., Dec 2020, In: Public Administration. 98, 4, p. 922-940 19 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
DDxNet: a deep learning model for automatic interpretation of electronic health records, electrocardiograms and electroencephalograms
Thiagarajan, J. J., Rajan, D., Katoch, S. & Spanias, A., Dec 1 2020, In: Scientific reports. 10, 1, 16428.Research output: Contribution to journal › Article › peer-review
Open Access -
Dealloying and morphology evolution of ordered and disordered Cu3Au
Tse, A. Y., Karasz, E. K. & Sieradzki, K., Feb 2020, In: Scripta Materialia. 176, p. 112-116 5 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Debris disk results from the gemini planet imager exoplanet survey's polarimetric imaging campaign
Esposito, T. M., Kalas, P., Fitzgerald, M. P., Millar-Blanchaer, M. A., Duch ne, G., Patience, J., Hom, J., Perrin, M. D., De Rosa, R. J., Chiang, E., Czekala, I., Macintosh, B., Graham, J. R., Ansdell, M., Arriaga, P., Bruzzone, S., Bulger, J., Chen, C. H., Cotten, T., Dong, R. & 45 others, , Jul 2020, In: Astronomical Journal. 160, 1, 24.Research output: Contribution to journal › Article › peer-review
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Debt Concordance and Relationship Quality: A Couple-Level Analysis
Addo, F. R. & Zhang, X., Sep 1 2020, In: Journal of Family and Economic Issues. 41, 3, p. 405-423 19 p.Research output: Contribution to journal › Article › peer-review
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Decay of cosmic global string loops
Saurabh, A., Vachaspati, T. & Pogosian, L., Apr 15 2020, In: Physical Review D. 101, 8, A227.Research output: Contribution to journal › Article › peer-review
Open Access3 Scopus citations -
Decentralized Collective Transport along Manifolds Compatible with Holonomic Constraints by Robots with Minimal Global Information
Farivarnejad, H. & Berman, S., Jul 2020, 2020 American Control Conference, ACC 2020. Institute of Electrical and Electronics Engineers Inc., p. 2068-2075 8 p. 9147247. (Proceedings of the American Control Conference; vol. 2020-July).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Decentralized PD control for multi-robot collective transport to a target location using minimal information
Farivarnejad, H. & Berman, S., 2020, Unmanned Systems Technology XXII. Nguyen, H. G., Muench, P. L. & Shoemaker, C. M. (eds.). SPIE, 1142506. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 11425).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Deciphering the 3D Microstructures of a Doubly Charged Homopolymer through a Complementary Correlation of Monomer Crystallography and Polymer Powder X-ray Diffraction
Chen, X., Spiering, G. A., Slebodnick, C., Long, T. E. & Moore, R. B., Aug 11 2020, In: Macromolecules. 53, 15, p. 6529-6537 9 p.Research output: Contribution to journal › Article › peer-review
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Declines in Religiosity Predict Increases in Violent Crime—but Not Among Countries With Relatively High Average IQ
Clark, C. J., Winegard, B. M., Beardslee, J., Baumeister, R. F. & Shariff, A. F., Feb 1 2020, In: Psychological Science. 31, 2, p. 170-183 14 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Decomposition-based real-time control of multi-stage transfer lines with residence time constraints
Wang, F. & Ju, F., 2020, (Accepted/In press) In: IISE Transactions.Research output: Contribution to journal › Article › peer-review
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Decoupling of indentation modulus and hardness in silicate glasses: Evidence of a shear- to densification-dominated transition
Kazembeyki, M., Yang, K., Mauro, J. C., Smedskjaer, M. M., Bauchy, M. & Hoover, C. G., 2020, (Accepted/In press) In: Journal of Non-Crystalline Solids. 120518.Research output: Contribution to journal › Article › peer-review
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Decreasing Loneliness and Social Disconnectedness among Community-Dwelling Older Adults: The Potential of Information and Communication Technologies and Ride-Hailing Services
Talmage, C. A., Knopf, R. C., Wu, T., Winkel, D., Mirchandani, P. & Candan, K. S., Jan 1 2020, (Accepted/In press) In: Activities, Adaptation and Aging.Research output: Contribution to journal › Article › peer-review
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Deep Active Learning for Image Regression
Ranganathan, H., Venkateswara, H., Chakraborty, S. & Panchanathan, S., Jan 1 2020, Advances in Intelligent Systems and Computing. Springer, p. 113-135 23 p. (Advances in Intelligent Systems and Computing; vol. 1098).Research output: Chapter in Book/Report/Conference proceeding › Chapter
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Deep Convolutional Neural Network Accelerator Featuring Conditional Computing and Low External Memory Access
Kim, M. & Seo, J. S., Mar 2020, 2020 IEEE Custom Integrated Circuits Conference, CICC 2020. Institute of Electrical and Electronics Engineers Inc., 9075931. (Proceedings of the Custom Integrated Circuits Conference; vol. 2020-March).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Deep diving with Clio
Das, J. & Trembath-Reichert, E., Nov 25 2020, In: Science Robotics. 5, 48, abf1499.Research output: Contribution to journal › Comment/debate › peer-review
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DeepHammer: Depleting the intelligence of deep neural networks through targeted chain of bit flips
Yao, F., Rakin, A. S. & Fan, D., 2020, Proceedings of the 29th USENIX Security Symposium. USENIX Association, p. 1463-1480 18 p. (Proceedings of the 29th USENIX Security Symposium).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
1 Scopus citations -
Deep Learning for Massive MiMO with 1-Bit ADCs: When More Antennas Need Fewer Pilots
Zhang, Y., Alrabeiah, M. & Alkhateeb, A., Aug 2020, In: IEEE Wireless Communications Letters. 9, 8, p. 1273-1277 5 p., 9067011.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
Deep Learning for mmWave Beam and Blockage Prediction Using Sub-6 GHz Channels
Alrabeiah, M. & Alkhateeb, A., Sep 2020, In: IEEE Transactions on Communications. 68, 9, p. 5504-5518 15 p., 9121328.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Deep Multimodal Brain Network Learning for Joint Analysis of Structural Morphometry and Functional Connectivity
Zhang, W. & Wang, Y., Apr 2020, ISBI 2020 - 2020 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 1924-1928 5 p. 9098624. (Proceedings - International Symposium on Biomedical Imaging; vol. 2020-April).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Deep Multimodal Learning: Merging Sensory Data for Massive MIMO Channel Prediction
Yang, Y., Gao, F., Xing, C., An, J. & Alkhateeb, A., 2020, (Accepted/In press) In: IEEE Journal on Selected Areas in Communications.Research output: Contribution to journal › Article › peer-review
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Deep neural network for visual stimulus-based reaction time estimation using the periodogram of single-trial eeg
Chowdhury, M. S. N., Dutta, A., Robison, M. K., Blais, C., Brewer, G. A. & Bliss, D. W., Nov 1 2020, In: Sensors (Switzerland). 20, 21, p. 1-20 20 p., 6090.Research output: Contribution to journal › Article › peer-review
Open Access -
DeepRecSys: A System for Optimizing End-To-End At-Scale Neural Recommendation Inference
Gupta, U., Hsia, S., Saraph, V., Wang, X., Reagen, B., Wei, G. Y., Lee, H. H. S., Brooks, D. & Wu, C. J., May 2020, Proceedings - 2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture, ISCA 2020. Institute of Electrical and Electronics Engineers Inc., p. 982-995 14 p. 9138960. (Proceedings - International Symposium on Computer Architecture; vol. 2020-May).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
3 Scopus citations -
Deep reinforcement learning-based text anonymization against private-attribute inference
Mosallanezhad, A., Beigi, G. & Liu, H., 2020, EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics, p. 2360-2369 10 p. (EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
2 Scopus citations -
Deep Reinforcement Learning for 5G Networks: Joint Beamforming, Power Control, and Interference Coordination
Mismar, F. B., Evans, B. L. & Alkhateeb, A., Mar 2020, In: IEEE Transactions on Communications. 68, 3, p. 1581-1592 12 p., 8938771.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
Deep Reinforcement Learning for Intelligent Reflecting Surfaces: Towards Standalone Operation
Taha, A., Zhang, Y., Mismar, F. B. & Alkhateeb, A., May 2020, 2020 IEEE 21st International Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2020. Institute of Electrical and Electronics Engineers Inc., 9154301. (IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC; vol. 2020-May).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
1 Scopus citations -
Deep Residual Inception Encoder-Decoder Network for Medical Imaging Synthesis
Gao, F., Wu, T., Chu, X., Yoon, H., Xu, Y. & Patel, B., Jan 2020, In: IEEE Journal of Biomedical and Health Informatics. 24, 1, p. 39-49 11 p., 8695110.Research output: Contribution to journal › Article › peer-review
7 Scopus citations -
Deep slow-slip events promote seismicity in northeastern Japan megathrust
Khoshmanesh, M., Shirzaei, M. & Uchida, N., Jun 15 2020, In: Earth and Planetary Science Letters. 540, 116261.Research output: Contribution to journal › Article › peer-review
Open Access -
DEEPSMP: A deep learning model for predicting the ectodomain shedding events of membrane proteins
Cao, Z., Du, W., Li, G. & Cao, H., Jun 1 2020, In: Journal of Bioinformatics and Computational Biology. 18, 3, p. 2050017 1 p.Research output: Contribution to journal › Article › peer-review
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Deep Transfer Learning-Based Downlink Channel Prediction for FDD Massive MIMO Systems
Yang, Y., Gao, F., Zhong, Z., Ai, B. & Alkhateeb, A., Dec 2020, In: IEEE Transactions on Communications. 68, 12, p. 7485-7497 13 p., 9175003.Research output: Contribution to journal › Article › peer-review
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DeepUEP: Prediction of Urine Excretory Proteins Using Deep Learning
Du, W., Pang, R., Li, G., Cao, H., Li, Y. & Liang, Y., 2020, In: IEEE Access. 8, p. 100251-100261 11 p., 9102239.Research output: Contribution to journal › Article › peer-review
Open Access -
Default Mode Network Analysis of APOE Genotype in Cognitively Unimpaired Subjects Based on Persistent Homology
for the Alzheimer’s Disease Neuroimaging Initiative, Jun 30 2020, In: Frontiers in Aging Neuroscience. 12, 188.Research output: Contribution to journal › Article › peer-review
Open Access