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bioplastic design using multitask deep neural networks  (Marrone Bio Innovations)

 
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    Marrone Bio Innovations bioplastic design using multitask deep neural networks
    Bioplastic Design Using Multitask Deep Neural Networks, supplied by Marrone Bio Innovations, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/product/bioplastic+design+using+multitask+deep+neural+networks/bioplastic+design+using+multitask+deep+neural+networks/10__1007_slash_s10118___024___3237___y-229-14-5
    Average 90 stars, based on 1 article reviews
    bioplastic design using multitask deep neural networks - by Bioz Stars, 2026-10
    90/100 stars

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    Article Title: Superconductor Discovery in the Emerging Paradigm of Materials Informatics
    Article Snippet: Patterns 2021, 2, No. 100238. (300) Kuenneth, C.; Lalonde, J.; Marrone, B. L.; Iverson, C. N.; Ramprasad, R.; Pilania, G. Bioplastic Design using Multitask Deep Neural Networks.

    Article Title: Pre-trained Mol2Vec Embeddings as a Tool for Predicting Polymer Properties
    Article Snippet: Abstract Machine learning-assisted prediction of polymer properties prior to synthesis has the potential to significantly accelerate the discovery and development of new polymer materials.. To date, several approaches have been implemented to represent the chemical structure in machine learning models, among which Mol2Vec embeddings have attracted considerable attention in the cheminformatics community since their introduction in 2018.. However, for small datasets, the use of chemical structure representations typically increases the dimensionality of the input dataset, resulting in a decrease in model performance.

    Article Title: Emerging Trends in Machine Learning: A Polymer Perspective
    Article Snippet: Science advances 2020, 6, eabc6216. (24) Kuenneth, C.; Lalonde, J.; Marrone, B. L.; Iverson, C. N.; Ramprasad, R.; Pilania, G. Bioplastic Design using Multitask Deep Neural Networks.

    Article Title: Transferring a Molecular Foundation Model for Polymer Property Predictions.
    Article Snippet: 2021, 12, 2312. (6) Kuenneth, C.; Lalonde, J.; Marrone, B. L.; Iverson, C. N.; Ramprasad, R.; Pilania, G. Bioplastic Design using Multitask Deep Neural Networks.

    Article Title: Accelerated Scheme to Predict Ring-Opening Polymerization Enthalpy: Simulation-Experimental Data Fusion and Multitask Machine Learning.
    Article Snippet: Patterns 2021, 2, No. 100238. (32) Kuenneth, C.; Lalonde, J.; Marrone, B. L.; Iverson, C. N.; Ramprasad, R.; Pilania, G. Bioplastic design using multitask deep neural networks.

    Article Title: PolyID: Artificial Intelligence for Discovering Performance-Advantaged and Sustainable Polymers
    Article Snippet: Model. 2021, 61 (11), 5395–5413. https://doi.org/923. (15) Kuenneth, C.; Lalonde, J.; Marrone, B. L.; Iverson, C. N.; Ramprasad, R.; Pilania, G. Bioplastic Design Using Multitask Deep Neural Networks.



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    Marrone Bio Innovations bioplastic design using multitask deep neural networks
    Bioplastic Design Using Multitask Deep Neural Networks, supplied by Marrone Bio Innovations, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/product/bioplastic+design+using+multitask+deep+neural+networks/bioplastic+design+using+multitask+deep+neural+networks/10__1007_slash_s10118___024___3237___y-229-14-5
    Average 90 stars, based on 1 article reviews
    bioplastic design using multitask deep neural networks - by Bioz Stars, 2026-10
    90/100 stars
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