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
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
Achievements and future prospects of natural gas pipeline transportation system reform
Objective In light of the new energy security strategy of "Four Reforms and One Cooperation", advancing energy systemreform is imperative. Natural gas pipeline transportation plays a crucial role in this reform and serves as a key entry point for ...
Yanzhi DUAN +3 more
doaj +1 more source
Results from a comprehensive GPS Network: natural gas pipeline GPS Network
Developing the Nabucco engineering infrastructure was the most challenging task imaginable and required state-of-the-art technologies. For this purpose, a Nabucco-Global Positioning System (GPS) Network was established. It is 762 km long. Nine-hundred and two ground control unit points were established.
openaire +1 more source
This article outlines how artificial intelligence could reshape the design of next‐generation transistors as traditional scaling reaches its limits. It discusses emerging roles of machine learning across materials selection, device modeling, and fabrication processes, and highlights hierarchical reinforcement learning as a promising framework for ...
Shoubhanik Nath +4 more
wiley +1 more source
Natural Gas Pipeline Company of America, docket no. CP72-233, Sabine Pass Project.
91 p.The administrative action here involved arises from an application filed by Natural Gas Pipeline Company of America (Natural) seeking authorization pursuant to Section 7 of the Natural Gas Act for a certificate of public convenience and necessity ...
U.S. Federal Power Commission, Bureau of Natural Gas
core +1 more source
Modelling of gas pipeline networks: impact of hydrogen injection in natural gas infrastructures
Confronting more and more urgent today’s environmental challenges, such as the control of the discharges of the gas with greenhouse effect, and facing with the ever-increasing shortage in the fossil resources, the radical changes in energy policies seem now inevitable.
Azzaro-Pantel, Catherine +3 more
openaire +1 more source
Shale Gas and the EU Internal Gas Market: Beyond the Hype and Hysteria. CEPS Working Document No. 369, September 2012 [PDF]
This paper analyses the interplay between shale gas and the EU internal gas market. Drawing on data presented in the 2012 International Energy Agency’s report on unconventional gas and additional scenario analyses performed by the Joint Research Centre ...
Teusch, Jonas
core
When Biology Meets Medicine: A Perspective on Foundation Models
Artificial intelligence, and foundation models in particular, are transforming life sciences and medicine. This perspective reviews biological and medical foundation models across scales, highlighting key challenges in data availability, model evaluation, and architectural design.
Kunying Niu +3 more
wiley +1 more source
Evaluation of Proppant Placement Efficiency in Linearly Tapering Fractures
With growing reliance on hydraulic fracturing to develop tight oil and gas reservoirs characterized by low porosity and permeability, optimizing proppant transport and placement has become critical to sustaining fracture conductivity and production ...
Xiaofeng Sun +5 more
doaj +1 more source

