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Computational modeling for the enhancement of thermosonicated Sohphie (Myrica esculenta) fruit juice high quality the use of synthetic neural networks (ANN) coupled with a genetic set of rules

Sustainable Food Technol., 2024, Advance ArticleDOI: 10.1039/D4FB00004H, Paper Open Access &nbsp This article is licensed under a Creative Commons Attribution-NonCommercial 3.0 Unported Licence. Puja Das, Prakash Kumar Nayak, Radha krishnan KesavanSophie fruits are antioxidant-rich and reducing chronic disease risk. Optimization of TS parameters using ANN maximized

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Trends and programs of the OPTIMADE API for fabrics discovery, design, and knowledge alternate

Digital Discovery, 2024, Accepted ManuscriptDOI: 10.1039/D4DD00039K, Paper Open Access &nbsp This article is licensed under a Creative Commons Attribution 3.0 Unported Licence. Matthew Evans, Johan Bergsma, Andrius Merkys, Casper Andersen, Oskar B. Andersson, Daniel Beltrán, Evgeny Blokhin, Tara M. Boland, Rubén Castañeda Balderas, Kamal Choudhary, Alberto

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CoDBench: A Crucial Analysis of Knowledge-driven Fashions for Steady Dynamical Methods

Digital Discovery, 2024, Accepted ManuscriptDOI: 10.1039/D4DD00028E, Paper Open Access &nbsp This article is licensed under a Creative Commons Attribution 3.0 Unported Licence. Priyanshu Burark, Karn Tiwari, Meer Mehran Rashid, Prathosh A P, N. M. Anoop KrishnanContinuous dynamical systems, characterized by differential equations, are ubiquitously used to

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Anomalous superionic conductivity in van der Waals lithium thiophosphates induced by means of interlayer molecules

Energy Environ. Sci., 2024, Advance ArticleDOI: 10.1039/D4EE00500G, Paper Jianing Liang, Yu Wu, Zongdong Sun, Cheng Zeng, Youwen Liu, Yinghe Zhao, Tianyou Zhai, Huiqiao LiLayered LiInP2S6 can trigger an anomalous superionic conductivity of 5.3 × 10−3 S cm−1 in a solid hydrated phase by interlayer molecules uptake,

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Multi-task scattering-model classification and parameter regression of nanostructures from small-angle scattering information

Digital Discovery, 2024, 3,694-704DOI: 10.1039/D3DD00225J, Paper Open Access &nbsp This article is licensed under a Creative Commons Attribution-NonCommercial 3.0 Unported Licence. Batuhan Yildirim, James Doutch, Jacqueline M. ColeMachine learning (ML) can be employed at the data-analysis stage of small-angle scattering (SAS) experiments.The content of this RSS

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Inverse design of steel–natural frameworks for direct air seize of CO2via deep reinforcement studying

Digital Discovery, 2024, 3,728-741DOI: 10.1039/D4DD00010B, Paper Open Access &nbsp This article is licensed under a Creative Commons Attribution 3.0 Unported Licence. Hyunsoo Park, Sauradeep Majumdar, Xiaoqi Zhang, Jihan Kim, Berend SmitA reinforcement learning framework enables the design and discovery of novel metal–organic frameworks (MOFs) for direct

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Predicting small molecules solubility on endpoint units the use of deep ensemble neural networks

Digital Discovery, 2024, 3,786-795DOI: 10.1039/D3DD00217A, Paper Open Access &nbsp This article is licensed under a Creative Commons Attribution 3.0 Unported Licence. Mayk Caldas Ramos, Andrew D. WhiteWe propose a new way of deploying deep learning models to improve reproducibility and usability, making predictions with uncertainty.The content

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