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Inversion of the Impedance Response Towards Physical Parameter Extraction Using Interpretable Machine Learning

Advanced Energy Materials, EarlyView.
ABSTRACT Interpreting the impedance response of perovskite solar cells (PSCs) is challenging due to the complex coupling of ionic and electronic motion. While drift‐diffusion (DD) modelling is a reliable method, its mathematical complexity makes directly extracting physical parameters from experimental data infeasible.
Mahmoud Nabil, Isel Grau, Ricardo Grau‐Crespo, Said Hamad, Juan A. Anta   +4 more
wiley   +1 more source

Spatiotemporal evolution and configurational pathways of synergistic green development in the Yangtze river economic belt. [PDF]

Sci Rep
Zheng L, Yang X, Yu W, Zhang J.
europepmc   +1 more source

Dynamic stability analysis of mixed-composition platoons with spatially weighted cooperative control. [PDF]

PLoS One
Dai Y, Ge X, Dai M, Liu Y, Yang A.
europepmc   +1 more source

A study of location selection for large agricultural wholesale markets under the perspective of modern circulation. [PDF]

PLoS One
Xin G, Tang Y.
europepmc   +1 more source

Machine learning-based analysis of economic efficiency disparities and transition drivers between high- and low-carbon industries in China. [PDF]

Carbon Balance Manag
Huang Z, Zhang Q, Zheng Y, Tian E.
europepmc   +1 more source

Neural network-driven user behavior forecasting and personalized recommendation in power marketing. [PDF]

PLoS One
Yu L, Hong Y, Liu Z, Wang Z, Zhao X.
europepmc   +1 more source

Why organisational diversity matters in a circular economy and society.

Resour Conserv Recycl
Van Opstal W, Bocken N, Brusselaers J.
europepmc   +1 more source

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The impact of the Russia-Ukraine conflict on market efficiency: Evidence for the developed stock market

Finance Research Letters, 2022
This paper investigates the impact of the Russia-Ukraine conflict on the stock market efficiency of six developed countries. The sample is composed of daily stock index data from the United States (US), United Kingdom, Germany, France, Italy and Spain ...
Luiz Eduardo Gaio, Nelson Oliveira Stefanelli, Carlos Alberto Grespan Bonacim   +2 more
exaly   +2 more sources

Sophisticated investors and market efficiency: Evidence from a natural experiment

Journal of Financial Economics, 2020
We study how sophisticated investors, when faced with changes in information environment, adjust their information acquisition and trading behavior, and how these changes in turn affect market efficiency.
Yong Chen, Bryan Kelly
exaly   +2 more sources