Machine Learning: New Ideas and Tools in Environmental Science and Engineering von Zhong, Shifa, Zhang, Kai, Bagheri, Majid, Burken, Joel G, Gu, April, Li, Baikun, Ma, Xingmao, Marrone, Babetta L, Ren, Zhiyong Jason, Schrier, Joshua, Shi, Wei, Tan, Haoyue, Wang, Tianbao, Wang, Xu, Wong, Bryan M, Xiao, Xusheng, Yu, Xiong, Zhu, Jun-Jie, Zhang, Huichun

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Machine-Learning-Based Predictive Modeling of Glass Transition Temperatures: A Case of Polyhydroxyalkanoate Homopolymers and Copolymers von Pilania, Ghanshyam, Iverson, Carl N, Lookman, Turab, Marrone, Babetta L

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Molecular dynamics simulations for glass transition temperature predictions of polyhydroxyalkanoate biopolymers von Bejagam, Karteek K, Iverson, Carl N, Marrone, Babetta L, Pilania, Ghanshyam

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Biodegradation Studies of Polyhydroxybutyrate and Polyhydroxybutyrate- co -Polyhydroxyvalerate Films in Soil von Kim, Jihyeon, Gupta, Nevin S, Bezek, Lindsey B, Linn, Jacqueline, Bejagam, Karteek K, Banerjee, Shounak, Dumont, Joseph H, Nam, Sang Yong, Kang, Hyun Woo, Park, Chi Hoon, Pilania, Ghanshyam, Iverson, Carl N, Marrone, Babetta L, Lee, Kwan-Soo

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Bioplastic design using multitask deep neural networks von Kuenneth, Christopher, Lalonde, Jessica, Marrone, Babetta L., Iverson, Carl N., Ramprasad, Rampi, Pilania, Ghanshyam

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Droplet translocation by focused surface acoustic waves von Ai, Ye, Marrone, Babetta L.

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Separation of Escherichia coli Bacteria from Peripheral Blood Mononuclear Cells Using Standing Surface Acoustic Waves von Ai, Ye, Sanders, Claire K, Marrone, Babetta L

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Inhibition of DNA Methylation in Picochlorum soloecismus Alters Algae Productivity von Steadman, Christina R., Banerjee, Shounak, Kunde, Yuliya A., Sanders, Claire K., Marrone, Babetta L., Twary, Scott N.

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Machine Learning for Melting Temperature Predictions and Design in Polyhydroxyalkanoate-Based Biopolymers von Bejagam, Karteek K, Lalonde, Jessica, Iverson, Carl N, Marrone, Babetta L, Pilania, Ghanshyam

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Materials designed to degrade: structure, properties, processing, and performance relationships in polyhydroxyalkanoate biopolymers von Lalonde, Jessica N, Pilania, Ghanshyam, Marrone, Babetta L

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Composition and Configuration Dependence of Glass-Transition Temperature in Binary Copolymers and Blends of Polyhydroxyalkanoate Biopolymers von Bejagam, Karteek K, Iverson, Carl N, Marrone, Babetta L, Pilania, Ghanshyam

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A Deep Neural Network for Accurate and Robust Prediction of the Glass Transition Temperature of Polyhydroxyalkanoate Homo- and Copolymers von Jiang, Zhuoying, Hu, Jiajie, Marrone, Babetta L, Pilania, Ghanshyam, Yu, Xiong Bill

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Differentiation of Bacillus anthracis, B. cereus, and B. thuringiensis by Using Pulsed-Field Gel Electrophoresis von Zhong, Wenwan, Shou, Yulin, Yoshida, Thomas M, Marrone, Babetta L

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Toward a Predictive Understanding of Cyanobacterial Harmful Algal Blooms through AI Integration of Physical, Chemical, and Biological Data von Marrone, Babetta L., Banerjee, Shounak, Talapatra, Anjana, Gonzalez-Esquer, C. Raul, Pilania, Ghanshyam

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Immunophenotyping of chicken peripheral blood lymphocyte subpopulations: Individual variability and repeatability von Fair, Jeanne M., Taylor-McCabe, Kirsten J., Shou, Yulin, Marrone, Babetta L.

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Quality sample collection, handling, and preservation for an effective microbial forensics program von BUDOWLE, Bruce, SCHUTZER, Steven E, HEITKAMP, Michael A, KELLER, Frederick Paul, KUSKE, Cheryl, LECLERC, Joseph E, MARRONE, Babetta L, MCKENNA, Thomas S, MORSE, Stephen A, RODRIGUEZ, Luis L, VALENTINE, Nancy B, YADEV, Jagjit, BURANS, James P, BEECHER, Douglas J, CEBULA, Thomas A, CHAKRABORTY, Ranajit, COBB, William T, FLETCHER, Jacqueline, HALE, Martha L, HARRIS, Robert B

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Predicting the Mechanical Response of Polyhydroxyalkanoate Biopolymers Using Molecular Dynamics Simulations von Bejagam, Karteek K, Gupta, Nevin S, Lee, Kwan-Soo, Iverson, Carl N, Marrone, Babetta L, Pilania, Ghanshyam

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Using flow cytometry and multistage machine learning to discover label-free signatures of algal lipid accumulation von Tanhaemami, Mohammad, Alizadeh, Elaheh, Sanders, Claire K, Marrone, Babetta L, Munsky, Brian

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Characterization of Polyhydroxybutyrate-Based Composites Prepared by Injection Molding von Hernandez, Marcos M, Gupta, Nevin S, Lee, Kwan-Soo, Pital, Aaron C, Marrone, Babetta L, Iverson, Carl N, Dumont, Joseph H

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Review of the harvesting and extraction program within the National Alliance for Advanced Biofuels and Bioproducts von Marrone, Babetta L., Lacey, Ronald E., Anderson, Daniel B., Bonner, James, Coons, Jim, Dale, Taraka, Downes, Cara Meghan, Fernando, Sandun, Fuller, Christopher, Goodall, Brian, Holladay, Johnathan E., Kadam, Kiran, Kalb, Daniel, Liu, Wei, Mott, John B., Nikolov, Zivko, Ogden, Kimberly L., Sayre, Richard T., Trewyn, Brian G., Olivares, José A.

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