Results 201 to 210 of about 26,894 (259)

Integrating Machine Learning With Constant‐Potential Simulation to Unravel Charge‐Transfer Mechanisms in Electrochemical Nitrogen Fixation

open access: yesAdvanced Science, EarlyView.
Integrating interpretable machine learning with the fixed‐potential method reveals a novel mechanism: the catalytic activity of the electrochemical nitrogen reduction reaction is governed by partial charge transfer, induced by variations in the intermediate potential of zero charge under constant potential.
Yufei Xue   +6 more
wiley   +1 more source

High‐Throughput Screening and Interpretable Machine Learning for Rational Design of Bimetallic Catalysts for Methane Activation

open access: yesAdvanced Science, EarlyView.
ABSTRACT Methane's efficient catalytic removal is vital for sustainable development. Bimetallic catalysts, though promising for methane activation, pose a design challenge due to their complex compositional space. This work introduces an integrated framework that combines high‐throughput density functional theory (DFT) and interpretable machine ...
Mingzhang Pan   +8 more
wiley   +1 more source

Quantifying the Resilience of Coal Energy Supply in China Toward Carbon Neutrality. [PDF]

open access: yesResearch (Wash D C)
Sun Y   +6 more
europepmc   +1 more source

The 2023 report of the synergetic roadmap on carbon neutrality and clean air for China: Carbon reduction, pollution mitigation, greening, and growth. [PDF]

open access: yesEnviron Sci Ecotechnol
Gong J   +52 more
europepmc   +1 more source

Incorporating platinum circular economy into China's hydrogen pathways toward carbon neutrality. [PDF]

open access: yesPNAS Nexus
Wang P   +7 more
europepmc   +1 more source

Enhanced atmospheric oxidation toward carbon neutrality reduces methane's climate forcing. [PDF]

open access: yesNat Commun
Liu M   +7 more
europepmc   +1 more source

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