Rationally Design Thermoelectric Materials Based on Ingenious Machine Learning Methods
A machine learning framework is developed to accurately predict thermoelectric performance of materials. By combining high‐quality data, advanced feature engineering, and machine learning, the model identifies promising candidates like CsCdBr3 and TlBSe3.
Yuqing Sun+4 more
wiley +1 more source
An analysis of the impact of administrative approval reform on the technological complexity of manufacturing exports. [PDF]
Jiang T, Zhang Z.
europepmc +1 more source
Dry Battery Electrode Technology: From Early Concepts to Industrial Applications
This review highlights dry battery electrode coating as a promising approach toward environmentally friendly and efficient battery electrode production. It focuses on polytetrafluoroethylene binder based dry film methods and summarizes the historical background, recent developments for lithium‐Ion and next‐generation batteries, as well as approaches ...
Benjamin Schumm+9 more
wiley +1 more source
Intelligent approach to detecting online fraudulent trading with solution for imbalanced data in fintech forensics. [PDF]
Darwish SM, Salama AI, Elzoghabi AA.
europepmc +1 more source
The Value of Device Characterization for the Optimization of Organic Solar Cells
Using the example of organic photovoltaics (OPV), this study examines whether and when additional measurements can be helpful in process optimization. A virtual laboratory based on real solar cells serves as a benchmark function to compare two different approaches for process optimization, namely black‐box optimization (black circle) and model‐based ...
Leonard Christen+4 more
wiley +1 more source
Food Safety Distribution Systems Using Private Blockchain: Ensuring Traceability and Data Integrity Verification. [PDF]
Oh SE, Kim JH, Kim JY, Ahn JH.
europepmc +1 more source
Stringency and dissimilarity of Maximum Residue Levels affect bilateral agri‐food trade stability
Abstract Food standards are rising in both prevalence and stringency. They protect consumers and may enhance demand stability but also pose compliance challenges to producers, with ambiguous effects on the stability of trade relationships. We analyze the impact of importers' Maximum Residue Levels (MRLs) along with bilateral MRL dissimilarity between ...
Helena Engemann+2 more
wiley +1 more source
A traceable authentication system based on blockchain for decentralized physical infrastructure networks. [PDF]
Liu L, Omote K.
europepmc +1 more source
Abstract This paper employs machine learning to determine which preferential trade agreement (PTA) provisions are relevant to agricultural trade patterns and the factors that may influence their adoption. Utilizing the three‐way gravity model, we apply plug‐in Lasso regularized regression to pinpoint predictive PTA provisions for agricultural trade ...
Stepan Gordeev+3 more
wiley +1 more source
Real estate valuation with multi-source image fusion and enhanced machine learning pipeline. [PDF]
Deng L.
europepmc +1 more source