Results 241 to 250 of about 39,437,158 (299)

Renewable Intermittency Redistributes Catalyst Recovery and Membrane Degradation in Anion Exchange Membrane Water Electrolysis

open access: yesAdvanced Energy Materials, EarlyView.
Solar‐mimicking intermittency is shown to redistribute degradation and recovery in AEM water electrolysis. Operando XAS reveals reversible oxidation‐state and coordination changes in reconstructed NiFe (oxy)hydroxide layers during zero‐load intervals, while complementary membrane analyses identify concurrent chemical and morphological deterioration ...
Anastasiia Voronova   +7 more
wiley   +1 more source

Acute exposure to fine ambient particulate matter and pulmonary exacerbations in cystic fibrosis: A case-crossover study. [PDF]

open access: yesAtmos Environ X
Colegate SP   +9 more
europepmc   +1 more source

Modular design and supervisory control for enhanced economic resilience in continuous pharmaceutical manufacturing

open access: yesAIChE Journal, EarlyView.
Abstract Conventional continuous plants use fixed‐capacity equipment, resulting in high capital risk and suboptimal performance under fluctuating demands. To address these, this study proposes an integrated framework for modular process design and supervisory control capable of adapting to demand uncertainty for long‐term economic viability.
T. Asrav, M. Alvarado‐Morales, G. Sin
wiley   +1 more source

Scarlet fever and meteorological exposures in Jiangsu, China: a time-stratified case-crossover study. [PDF]

open access: yesBMC Public Health
Wang K   +7 more
europepmc   +1 more source

Learning regime‐dependent governing equations: A symbolic decision tree approach

open access: yesAIChE Journal, EarlyView.
Abstract Many chemical engineering systems are governed by mechanisms that switch across operating regimes, making the data‐driven discovery of regime‐dependent governing equations essential for predictive modeling, optimization, and control. We propose symbolic decision trees for the data‐driven discovery of regime‐dependent governing equations.
Ilias Mitrai   +2 more
wiley   +1 more source

Explaining the Origin of Negative Poisson's Ratio in Amorphous Networks With Machine Learning

open access: yesAdvanced Intelligent Discovery, EarlyView.
This review summarizes how machine learning (ML) breaks the “vicious cycle” in designing auxetic amorphous networks. By transitioning from traditional “black‐box” optimization to an interpretable “AI‐Physics” closed‐loop paradigm, ML is shown to not only discover highly optimized structures—such as all‐convex polygon networks—but also unveil hidden ...
Shengyu Lu, Xiangying Shen
wiley   +1 more source

Harnessing Machine Learning to Understand and Design Disordered Solids

open access: yesAdvanced Intelligent Discovery, EarlyView.
This review maps the dynamic evolution of machine learning in disordered solids, from structural representations to generative modeling. It explores how deep learning and model explainability transform property prediction into profound physical insight.
Muchen Wang, Yue Fan
wiley   +1 more source

Infection-Related Hospitalization and Incident Heart Failure in MarketScan: A Case-Crossover Study. [PDF]

open access: yesJ Am Heart Assoc
Molinsky RL   +9 more
europepmc   +1 more source

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