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• 2021

  Machine learning-enabled phenotyping for GWAS and TWAS of WUE traits in 869 field-grown sorghum accessions

  Ferguson, J. N., Fernandes, S. B., Monier, B., Miller, N. D., Allen, D., Dmitrieva, A., Schmuker, P., Lozano, R., Valluru, R., Buckler, E. S., Gore, M. A., Brown, P. J., Spalding, E. P. & Leakey, A. D. B., Nov 2021, In: Plant physiology. 187, 3, p. 1481-1500 20 p., kiab346.

  Research output: Contribution to journal › Article › peer-review

  Open Access

• Machine Learning for Consumers and Markets

  Wang, W., Zhao, H., Lee, D. D. & Chen, G. H., Aug 14 2021, KDD 2021 - Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 4165-4166 2 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Machine learning for hydrologic sciences: An introductory overview

  Xu, T. & Liang, F., Sep 1 2021, In: Wiley Interdisciplinary Reviews: Water. 8, 5, e1533.

  Research output: Contribution to journal › Review article › peer-review

• Machine learning for metal additive manufacturing: predicting temperature and melt pool fluid dynamics using physics-informed neural networks

  Zhu, Q., Liu, Z. & Yan, J., Feb 2021, In: Computational Mechanics. 67, 2, p. 619-635 17 p.

  Research output: Contribution to journal › Article › peer-review

• Machine learning for occupant-behavior-sensitive cooling energy consumption prediction in office buildings

  Amasyali, K. & El-Gohary, N., May 2021, In: Renewable and Sustainable Energy Reviews. 142, 110714.

  Research output: Contribution to journal › Article › peer-review

• Machine learning for searching the dark energy survey for trans-neptunian objects

  DES Collaboration, Jan 2021, In: Publications of the Astronomical Society of the Pacific. 133, 1019, p. 1-14 14 p., 014501.

  Research output: Contribution to journal › Article › peer-review

• Machine Learning for Soil Moisture Prediction Using Hyperspectral and Multispectral Data

  Lobato, M., Norris, W. R., Nagi, R., Soylemezoglu, A. & Nottage, D., 2021, Proceedings of 2021 IEEE 24th International Conference on Information Fusion, FUSION 2021. Institute of Electrical and Electronics Engineers Inc., (Proceedings of 2021 IEEE 24th International Conference on Information Fusion, FUSION 2021).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Machine learning in agricultural economics

  Baylis, K., Heckelei, T. & Storm, H., Jan 2021, Handbook of Agricultural Economics. Barrett, C. B. (ed.). Elsevier B.V., p. 4551-4612 62 p. (Handbook of Agricultural Economics; vol. 5).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

• Machine Learning in Model-free Mechanical Property Imaging: Novel Integration of Physics With the Constrained Optimization Process

  Hoerig, C., Ghaboussi, J., Wang, Y. & Insana, M. F., Jul 30 2021, In: Frontiers in Physics. 9, 600718.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

• Machine Learning Methods for Estimating Propeller Source Noise Spheres

  Patterson, A., Hovakimyan, N., Pascioni, K. A. & Gregory, I., 2021, AIAA Aviation and Aeronautics Forum and Exposition, AIAA AVIATION Forum 2021. American Institute of Aeronautics and Astronautics Inc, AIAA, AIAA 2021-2177. (AIAA Aviation and Aeronautics Forum and Exposition, AIAA AVIATION Forum 2021).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Machine Learning Neural-Network Predictions for Grain-Boundary Strain Accumulation in a Polycrystalline Metal

  Vieira, R. B. & Lambros, J., Apr 2021, In: Experimental Mechanics. 61, 4, p. 627-639 13 p.

  Research output: Contribution to journal › Article › peer-review

• Machine Learning Reveals the Critical Interactions for SARS-CoV-2 Spike Protein Binding to ACE2

  Pavlova, A., Zhang, Z., Acharya, A., Lynch, D. L., Pang, Y. T., Mou, Z., Parks, J. M., Chipot, C. & Gumbart, J. C., Jun 17 2021, In: The journal of physical chemistry letters. 12, 23, p. 5494-5502 9 p.

  Research output: Contribution to journal › Article › peer-review

• Machine learning with high-resolution aerial imagery and data fusion to improve and automate the detection of wetlands

  López-Tapia, S., Ruiz, P., Smith, M., Matthews, J., Zercher, B., Sydorenko, L., Varia, N., Jin, Y., Wang, M., Dunn, J. B. & Katsaggelos, A. K., Dec 25 2021, In: International Journal of Applied Earth Observation and Geoinformation. 105, 102581.

  Research output: Contribution to journal › Article › peer-review

  Open Access

• Machine Vision Approach to Assessing Postharvest Quality of Cucumbers During Storage

  Sarker, A. & Grift, T. E., 2021, American Society of Agricultural and Biological Engineers Annual International Meeting, ASABE 2021. American Society of Agricultural and Biological Engineers, p. 2270-2279 10 p. (American Society of Agricultural and Biological Engineers Annual International Meeting, ASABE 2021; vol. 4).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Macro-Appraisal

  Anderson, B. G., Oct 2021, The Handbook of Archival Practice. Franks, P. C. (ed.). Rowman & Littlefield

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

• macroMS: Image-Guided Analysis of Random Objects by Matrix-Assisted Laser Desorption/Ionization Time-of-Flight Mass Spectrometry

  Choe, K., Xue, P., Zhao, H. & Sweedler, J. V., May 5 2021, In: Journal of the American Society for Mass Spectrometry. 32, 5, p. 1180-1188 9 p.

  Research output: Contribution to journal › Article › peer-review

• Macroscopic characteristics of flash-boiling spray focused on plume interaction

  Liu, W., Lu, Y., Kang, Y., Yan, J. & Lee, C. F., May 2021, In: International Journal of Heat and Mass Transfer. 170, 120999.

  Research output: Contribution to journal › Article › peer-review

• Macular Xanthophylls and Markers of the Anterior Visual Pathway among Persons with Multiple Sclerosis

  Cerna, J., Anaraki, N. S. A., Robbs, C. M., Adamson, B. C., Flemming, I. R., Erdman, J. W., Labriola, L. T., Motl, R. W. & Khan, N. A., Sep 1 2021, In: The Journal of nutrition. 151, 9, p. 2680-2688 9 p.

  Research output: Contribution to journal › Article › peer-review

• Magnetic-field measurement and analysis for the Muon g-2 Experiment at Fermilab

  The Muon g-2 Collaboration, Apr 2021, In: Physical Review A. 103, 4, 042208.

  Research output: Contribution to journal › Article › peer-review

  Open Access

• Magnetic Nanoplatforms for Covalent Protein Immobilization Based on Spy Chemistry

  Jin, X., Ye, Q., Wang, C. W., Wu, Y., Ma, K., Yu, S., Wei, N. & Gao, H., Sep 22 2021, In: ACS Applied Materials and Interfaces. 13, 37, p. 44147-44156 10 p.

  Research output: Contribution to journal › Article › peer-review

• Magnetic resonance imaging findings and antemortem cytologic diagnosis of intramedullary spinal cord ependymoma in a dog

  Gibson, A. M., Rosser, M. F., de Oliveira, C. R., Lampe, R., Pfeiff, J. M., Roady, P. & Foss, K. D., Dec 1 2021, In: Journal of the American Veterinary Medical Association. 259, 12, p. 1446-1451 6 p.

  Research output: Contribution to journal › Article › peer-review

• Magnetic topological quantum chemistry

  Elcoro, L., Wieder, B. J., Song, Z., Xu, Y., Bradlyn, B. & Bernevig, B. A., Dec 2021, In: Nature communications. 12, 1, 5965.

  Research output: Contribution to journal › Article › peer-review

  Open Access

• MAGUS: Multiple Sequence Alignment using Graph Clustering

  Smirnov, V. & Warnow, T., Jul 19 2021, In: Bioinformatics (Oxford, England). 37, 12, p. 1666-1672 7 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

• Maize and soybean response to phosphorus fertilization with blends of struvite and monoammonium phosphate

  Hertzberger, A. J., Cusick, R. D. & Margenot, A. J., Apr 2021, In: Plant and Soil. 461, 1-2, p. 547-563 17 p.

  Research output: Contribution to journal › Article › peer-review

• Maize germplasm chronosequence shows crop breeding history impacts recruitment of the rhizosphere microbiome

  Favela, A., O. Bohn, M. & D. Kent, A., Aug 2021, In: ISME Journal. 15, 8, p. 2454-2464 11 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

• Make Web3.0 Connected

  Liu, Z., Xiang, Y., Shi, J., Gao, P., Wang, H., Xiao, X., Wen, B., Li, Q. & Hu, Y. C., 2021, (Accepted/In press) In: IEEE Transactions on Dependable and Secure Computing.

  Research output: Contribution to journal › Article › peer-review

• Making and Unmaking the Working Class: E.P. Thompson and the "New Labor History" in the United States

  Barrett, J. R., 2021, Histories of a Radical Book: E. P. Thompson and The Making of the English Working Class. Burton, A. & Fortado, S. (eds.). Berghahn Books, p. 7-18

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

• Making an IMPACT on Career Development for Early- And Mid-career Faculty

  Sikora, M. J., Riggins, R. B. & Madak-Erdogan, Z., Mar 1 2021, In: Endocrinology (United States). 162, 3, bqaa247.

  Research output: Contribution to journal › Article › peer-review

• Making Kr+1-free graphs r-partite.

  Balogh, J., Clemen, F. C., Lavrov, M., Lidický, B. & Pfender, F., 2021, In: Combinatorics Probability and Computing. 30, 4, p. 609-618 10 p., 4.

  Research output: Contribution to journal › Article › peer-review

  Open Access

• Making the Grade: The Sensitivity of Education Program Effectiveness to Input Choices and Outcome Measures

  Kerwin, J. T. & Thornton, R. L., May 2021, In: Review of Economics and Statistics. 103, 2, p. 251-264 14 p.

  Research output: Contribution to journal › Article › peer-review

• Making Their Own Mahatma: Salvador’s Filhos de Gandhy and the Local History of a Global Phenomenon

  Hertzman, M. A., May 2021, Race and Transnationalism in the Americas. Bryce, B. & Sheinin, D. M. K. (eds.). Pittsburgh: University of Pittsburgh Press, p. 140-158 (Pitt Latin American Series).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

• Making Waves: Biocatalysis and Biosorption: Opportunities and Challenges Associated with a New Protein-Based Toolbox for Water and Wastewater Treatment

  Hutchison, J. M., Mayer, B. K., Vega, M., Chacha, W. E. & Zilles, J. L., Aug 1 2021, In: Water Research X. 12, 100112.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

• Maladaptation of U.S. corn and soybeans to a changing climate

  Yu, C., Miao, R. & Khanna, M., Dec 2021, In: Scientific reports. 11, 1, 12351.

  Research output: Contribution to journal › Article › peer-review

  Open Access

• Malaria trends in Ethiopian highlands track the 2000 ‘slowdown’ in global warming

  Rodó, X., Martinez, P. P., Siraj, A. & Pascual, M., Dec 1 2021, In: Nature communications. 12, 1, 1555.

  Research output: Contribution to journal › Article › peer-review

  Open Access

• Male common cuckoos use a three-note variant of their “cu-coo” call for duetting with conspecific females

  Moskát, C. & Hauber, M. E., Oct 2021, In: Behavioural Processes. 191, 104472.

  Research output: Contribution to journal › Article › peer-review

  Open Access

• Male-specific Y-chromosomal regions in waterhemp (Amaranthus tuberculatus) and Palmer amaranth (Amaranthus palmeri)

  Montgomery, J. S., Giacomini, D. A., Weigel, D. & Tranel, P. J., Mar 2021, In: New Phytologist. 229, 6, p. 3522-3533 12 p.

  Research output: Contribution to journal › Article › peer-review

• Mammary gland: Growth, development and involution

  Hurley, W. L., Loor, J. J., Lacasse, P. & Vargas-Bello-Pérez, E., Sep 27 2021, Encyclopedia of Dairy Sciences: Third edition. Elsevier, Vol. 2. p. 175-183 9 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

• Mammary tumors in Sprague Dawley rats induced by N-ethyl-N-nitrosourea for evaluating terahertz imaging of breast cancer

  Vohra, N., Chavez, T., Troncoso, J. R., Rajaram, N., Wu, J., Coan, P. N., Jackson, T. A., Bailey, K. & El-Shenawee, M., Mar 1 2021, In: Journal of Medical Imaging. 8, 2, 023504.

  Research output: Contribution to journal › Article › peer-review

• Management of single-level thoracic disc herniation through a modified transfacet approach: A review of 86 patients

  Kashyap, S., Webb, A. G., Friis, E. A. & Arnold, P. M., 2021, In: Surgical Neurology International. 12, 338.

  Research output: Contribution to journal › Review article › peer-review

• Managing Density Stress to Close the Maize Yield Gap

  Winans, E. T., Beyrer, T. A. & Below, F. E., Dec 15 2021, In: Frontiers in Plant Science. 12, 767465.

  Research output: Contribution to journal › Article › peer-review

  Open Access

• Managing EMS systems with user abandonment in emerging economies

  Marla, L., Krishnan, K. & Deo, S., 2021, In: IISE Transactions. 53, 4, p. 389-406 18 p.

  Research output: Contribution to journal › Article › peer-review

• Managing flowering time in Miscanthus and sugarcane to facilitate intra- And intergeneric crosses

  Dong, H., Clark, L. V., Jin, X., Anzoua, K., Bagmet, L., Chebukin, P., Dzyubenko, E., Dzyubenko, N., Ghimire, B. K., Heo, K., Johnson, D. A., Nagano, H., Sabitov, A., Peng, J., Yamada, T., Yoo, J. H., Yu, C. Y., Zhao, H., Long, S. P. & Sacks, E. J., Jan 2021, In: PloS one. 16, 1 January, e0240390.

  Research output: Contribution to journal › Article › peer-review

  Open Access

• Managing Hurricane Debris and Elevated Temperatures

  Stark, T. D., Lin, J. & Thalhamer, T., 2021, In: Geotechnical Special Publication. 2021-November, GSP 328, p. 1-10 10 p.

  Research output: Contribution to journal › Conference article › peer-review

• Manhattan Room Layout Reconstruction from a Single 360 ^∘ Image: A Comparative Study of State-of-the-Art Methods

  Zou, C., Su, J. W., Peng, C. H., Colburn, A., Shan, Q., Wonka, P., Chu, H. K. & Hoiem, D., May 2021, In: International Journal of Computer Vision. 129, 5, p. 1410-1431 22 p.

  Research output: Contribution to journal › Article › peer-review

• Manifold Destiny: Arabs at an American Crossroads of Exceptional Rule

  Karam, J. T., Jan 15 2021, Vanderbilt University Press. 334 p.

  Research output: Book/Report/Conference proceeding › Book

• Manipulating Frontal Polymerization and Instabilities with Phase-Changing Microparticles

  Gao, Y., Dearborn, M. A., Vyas, S., Kumar, A., Hemmer, J., Wang, Z., Wu, Q., Alshangiti, O., Moore, J. S., Esser-Kahn, A. P. & Geubelle, P. H., Jul 15 2021, In: Journal of Physical Chemistry B. 125, 27, p. 7537-7545 9 p.

  Research output: Contribution to journal › Article › peer-review

• Manipulation and statistical analysis of the fluid flow of polymer semiconductor solutions during meniscus-guided coating

  Shaw, L., Diao, Y., Martin-Noble, G. C., Yan, H., Hayoz, P., Weitz, T., Kaelblein, D., Toney, M. F. & Bao, Z., May 2021, In: MRS Bulletin. 46, 5, p. 380-393 14 p.

  Research output: Contribution to journal › Article › peer-review

• Manipulation and statistical analysis of the fluid flow of polymer semiconductor solutions during meniscus-guided coating

  Shaw, L., Diao, Y., Martin-Noble, G. C., Yan, H., Hayoz, P., Weitz, R. T., Kaelblein, D., Toney, M. F. & Bao, Z., May 2021, In: MRS Bulletin. 46, p. 380-393

  Research output: Contribution to journal › Article › peer-review

• Manipulations of the gut microbiome alter chemotherapy-induced inflammation and behavioral side effects in female mice

  Grant, C. V., Loman, B. R., Bailey, M. T. & Pyter, L. M., Jul 2021, In: Brain, Behavior, and Immunity. 95, p. 401-412 12 p.

  Research output: Contribution to journal › Article › peer-review

• Manufactured solutions for nonlinear, coupled neutronics-thermalhydraulics problems for code verification

  Hegazy, A. H. & Rizwan-Uddin, 2021, In: Transactions of the American Nuclear Society. 124, 1, p. 188-191 4 p.

  Research output: Contribution to journal › Conference article › peer-review