Results 101 to 110 of about 29,055 (302)

Deep Learning‐Assisted Design of Mechanical Metamaterials

Advanced Intelligent Discovery, EarlyView.
This review examines the role of data‐driven deep learning methodologies in advancing mechanical metamaterial design, focusing on the specific methodologies, applications, challenges, and outlooks of this field. Mechanical metamaterials (MMs), characterized by their extraordinary mechanical behaviors derived from architected microstructures, have ...
Zisheng Zong, Pu Wen, Zhiping Chai, Dunxuan Wu, Han Ding, Zhigang Wu   +5 more
wiley   +1 more source

Applications of Shapley Value to Financial Decision-Making and Risk Management

AppliedMath
We investigate the application of the Shapley value in addressing risk-related challenges, focusing on two primary areas. The first area explores the role of the Shapley value in the financial sector, specifically in managing portfolio risk.
Sunday Timileyin Ayodeji, Olamide Ayodele, Kayode Oshinubi   +2 more
doaj   +1 more source

Research on Competition Strategy of Integrated Energy Service Provider under the Pool-based Market Mechanism

Zhongguo dianli, 2019
With the strengthening of multi-energy coupling and the advancement of energy reform, the integrated energy market has been gradually established, and severe energy price fluctuations in the integrated energy spot market have brought great risks to ...
Zuogang GUO, Lei YU, Yang HU, Changcheng ZHOU, Jinyong LEI, Shuai HE, Nian LIU   +6 more
doaj   +1 more source

A study on the factors influencing the utilization of public health services by China's migrant population based on the Shapley value method. [PDF]

BMC Public Health, 2023
Suo Z, Shao L, Lang Y.
europepmc   +1 more source

An anytime approximation method for the inverse Shapley value problem

, 2008
Coalition formation is the process of bringing together two or more agents so as to achieve goals that individuals on their own cannot, or to achieve them more efficiently.
Jennings, N. R., Jennings, NR, Wooldridge, M, Fatima, S   +3 more
core  

The Shapley value for airport and irrigation games [PDF]

, 2011
In this paper cost sharing problems are considered. We focus on problems given by rooted trees, we call these problems cost-tree problems, and on the induced transferable utility cooperative games, called irrigation games.
Radványi, Anna, Pintér, Miklós, Márkus, Judit   +2 more
core  

Data‐Guided Photocatalysis: Supervised Machine Learning in Water Splitting and CO2 Conversion

Advanced Intelligent Discovery, EarlyView.
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, Christian Mark Pelicano   +1 more
wiley   +1 more source

EdgeSHAPer: Bond-centric Shapley value-based explanation method for graph neural networks. [PDF]

iScience, 2022
Mastropietro A, Pasculli G, Feldmann C, Rodríguez-Pérez R, Bajorath J.   +4 more
europepmc   +1 more source

The expected Shapley value

, 2003
A method to allocate the benefits to the players of a cooperative game is the Shapley value. Its computation demands the knowledge of all coaltion worths with certainty. This paper introduces the expected Shapley value, an extension of the Shapley to games were not all the worths are known with certainty.
openaire   +2 more sources

Shapley-Value Decompositions of Changes in Wage Distributions: A Note [PDF]

This note shows how the Shapley-value can be applied to the regression-based methods that are often used to decompose changes in wage distributions. The method remedies the path-dependency exhibited by existing approaches that compute the contributions ...
Francesco Devicienti
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