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A reproducibility learn about of atomistic line graph neural networks for fabrics assets prediction

Digital Discovery, 2024, Accepted ManuscriptDOI: 10.1039/D4DD00064A, Paper Open Access &nbsp This article is licensed under a Creative Commons Attribution-NonCommercial 3.0 Unported Licence. Kangming Li, Brian DeCost, Kamal Choudhary, Jason Hattrick-SimpersUse of machine learning has been increasingly popular in materials science as data-driven materials discovery is

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against-equilibrium-molecular-conformation-era-with-gflownets

Against equilibrium molecular conformation era with GFlowNets

Digital Discovery, 2024, Advance ArticleDOI: 10.1039/D4DD00023D, Paper Open Access &nbsp This article is licensed under a Creative Commons Attribution-NonCommercial 3.0 Unported Licence.Alexandra Volokhova, Michał Koziarski, Alex Hernández-García, Cheng-Hao Liu, Santiago Miret, Pablo Lemos, Luca Thiede, Zichao Yan, Alán Aspuru-Guzik, Yoshua BengioGFlowNets allow for sampling diverse,

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Reconfiguring Ecu business for net-zero: a qualitative evaluation of hydrogen and carbon seize usage and garage advantages and implementation demanding situations

Energy Environ. Sci., 2024, Advance ArticleDOI: 10.1039/D3EE03270A, Paper Open Access &nbsp This article is licensed under a Creative Commons Attribution 3.0 Unported Licence. Benjamin K. Sovacool, Dylan Furszyfer Del Rio, Kyle Herman, Marfuga Iskandarova, Joao M. Uratani, Steve GriffithsThis paper explores the benefits, barriers, and justice

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sides-regulate-rate-separation-throughout-photoelectrochemical-water-oxidation-with-strontium-titanate-(srtio3)-unmarried-crystals

Sides regulate rate separation throughout photoelectrochemical water oxidation with strontium titanate (SrTiO3) unmarried crystals

Energy Environ. Sci., 2024, Advance ArticleDOI: 10.1039/D3EE04308H, PaperSamutr Assavachin, Chengcan Xiao, Kathleen Becker, Frank E. OsterlohThe photoelectrochemical water oxidation activity of SrTiO3 crystals is determined by the variable work functions of different facets. This produces facet dependent semiconductor–liquid junctions that can drive charge separation in photocatalysts.To

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international-manufacturing-attainable-of-inexperienced-methanol-according-to-variable-renewable-electrical-energy

International manufacturing attainable of inexperienced methanol according to variable renewable electrical energy

Energy Environ. Sci., 2024, Advance ArticleDOI: 10.1039/D3EE02951D, Paper Open Access &nbsp This article is licensed under a Creative Commons Attribution 3.0 Unported Licence.Mahdi Fasihi, Christian BreyerThe production cost of green methanol from renewable electricity-based hydrogen and atmospheric carbon dioxide could reach market prices by 2040,

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