Automated generative process synthesis via transformer‐based dual‐loop simulation and optimization
Abstract This study presents a novel framework for automated generative process synthesis, addressing the complexity of simultaneously optimizing discrete topologies and continuous operating variables. To overcome conventional superstructure limitations, we propose a dual‐loop architecture integrating generative transformers with rigorous process ...
Yeong Woo Son +4 more
wiley +1 more source
Unpacking the growth of global agricultural greenhouse gas emissions. [PDF]
Ortiz-Bobea A, Pieralli S.
europepmc +1 more source
Urban form and greenhouse gas emissions
This report studies the impacts of changes in regional and urban form on greenhouse gas emissions to the year 2010, when, in accordance with the Kyoto protocol, Finland’s greenhouse gas emissions should be reduced to 1990 level.The main links between social changes, regional and urban form and greenhouse gas emissions were identified.
Huhdanmäki Aimo +2 more
openaire +2 more sources
A Scientific Review of the Impact of UK Ruminant Livestock on Greenhouse Gas Emissions
Climate change is a subject of global environmental concern. The UK has seen a progressive strengthening of political resolve to address the problems associated with emissions of greenhouse gases (GHGs), principally carbon dioxide (CO2), methane (CH4 ...
Lobley, Matt, Hopkins, Alan
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Analysis of U.S. Greenhouse Gas Tax Proposals [PDF]
The U.S. Congress is considering a set of bills designed to limit the nation's greenhouse gas (GHG) emissions. This paper complements the analysis by Paltsev et al.
Sergey Paltsev +4 more
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Data‐Guided Photocatalysis: Supervised Machine Learning in Water Splitting and CO2 Conversion
This review highlights recent advances in supervised machine learning (ML) for photocatalysis, emphasizing methods to optimize photocatalyst properties and design materials for solar‐driven water splitting and CO2 reduction. Key applications, challenges, and future directions are discussed, offering a practical framework for integrating ML into the ...
Paul Rossener Regonia +1 more
wiley +1 more source
Synergistic effects of AWD irrigation and potassium application on rice yield and paddy field greenhouse gas emissions. [PDF]
Wu D +7 more
europepmc +1 more source
An Autonomous Large Language Model‐Agent Framework for Transparent and Local Time Series Forecasting
Architecture of the proposed large language model (LLM)‐based agent framework for autonomous time series forecasting in thermal power generation systems. The framework operates through a vertical pipeline initiated by natural language queries from users, which are processed by the LLM Agent Core powered by Llama.cpp and a ReAct loop with persistent ...
William Gouvêa Buratto +5 more
wiley +1 more source
Carbon tunnel vision and sustainable meat production in the West: A disproportionate focus on dietary greenhouse gas emissions? [PDF]
Leroy F +11 more
europepmc +1 more source
Reducing Indonesia’s Deforestation-based Greenhouse Gas Emissions
Indonesia has set the target that by the year 2020 its emissions of greenhouse gases will be reduced by 26 per cent relative to business-as-usual conditions.
Warr, Peter G., Yusuf, Arief Anshory
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