Results 141 to 150 of about 384,787 (322)
A Central Limit Theorem for the Number of Edges in the Random Intersection of Two Graphs [PDF]
O. Abe
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This perspective highlights how machine learning accelerates sustainable energy materials discovery by integrating quantum‐accurate interatomic potentials with property prediction frameworks. The evolution from statistical methods to physics‐informed neural networks is examined, showcasing applications across batteries, catalysts, and photovoltaics ...
Kwang S. Kim
wiley +1 more source
Almost sure central limit theorem for self-normalized products of the some partial sums of ρ - -mixing sequences. [PDF]
Tan X, Liu W.
europepmc +1 more source
In this work, we developed a phase‐stability predictor by combining machine learning and ab initio thermodynamics approaches, and identified the key factors determining the favorable phase for a given composition. Specifically, a lower TM ionic potential, higher Na content, and higher mixing entropy favor the O3 phase.
Liang‐Ting Wu +6 more
wiley +1 more source
A Central Limit Theorem for Random Walk in a Random Environment on a Marked Galton-Watson Tree. [PDF]
Gabriel Faraud
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This study proposes a method to increase the value of solar power in balancing markets by managing prediction errors. The approach models prediction uncertainties and quantifies reserve requirements based on a probabilistic model. This enables the more reliable participation of photovoltaic plants in balancing markets across multiple sites, especially ...
Jindan Cui +3 more
wiley +1 more source
The almost sure local central limit theorem for products of partial sums under negative association. [PDF]
Jiang Y, Wu Q.
europepmc +1 more source
Local central limit theorem for triangle counts in sparse random graphs [PDF]
Pedro Araújo, Letícia Mattos
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Abstract Indoor agriculture (IA) presents a pathway to producing leafy greens more sustainably by strictly controlling the growing environment, increasing the efficiency of water and land resources use, reducing pesticide application, and enhancing quality characteristics.
Joseph Seong +3 more
wiley +1 more source
Central Limit Theorems for a Driven Particle in a Random Medium with Mass Aggregation [PDF]
Luiz Renato Fontes +2 more
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