Results 251 to 260 of about 162,987 (309)

Feature Selection for Machine Learning‐Driven Accelerated Discovery and Optimization in Emerging Photovoltaics: A Review

Advanced Intelligent Discovery, EarlyView.
Feature selection combined with machine learning and high‐throughput experimentation enables efficient handling of high‐dimensional datasets in emerging photovoltaics. This approach accelerates material discovery, improves process optimization, and strengthens stability prediction, while overcoming challenges in data quality and model scalability to ...
Jiyun Zhang, Jiayi Tan, Qizhen Song, Tian Du, Jens Hauch, Christoph J. Brabec   +5 more
wiley   +1 more source

Shade Nets Improve Gas Exchange and Chlorophyll Fluorescence in Young Avocado Trees Grown Under Mediterranean Conditions. [PDF]

Plants (Basel)
Tasa M, Badal E, Bonet L, Martínez-Gimeno MA, Pérez-Pérez JG.   +4 more
europepmc   +1 more source

Factorization Machine‐Based Active Learning for Functional Materials Design with Optimal Initial Data

Advanced Intelligent Discovery, EarlyView.
This work investigates the optimal initial data size for surrogate‐based active learning in functional material optimization. Using factorization machine (FM)‐based quadratic unconstrained binary optimization (QUBO) surrogates and averaged piecewise linear regression, we show that adequate initial data accelerates convergence, enhances efficiency, and ...
Seongmin Kim, In‐Saeng Suh
wiley   +1 more source

Reduced aerosol pollution diminished cloud reflectivity over the North Atlantic and Northeast Pacific. [PDF]

Nat Commun
von Salzen K, Akingunola A, Cole JNS, Digby RAR, Doherty SJ, Fraser-Leach L, Gryspeerdt E, Sigmond M, Wood R.   +8 more
europepmc   +1 more source

Comparative study and multi-objective optimization of solar stills using priority-based clustering and prediction modelling. [PDF]

Sci Rep
Khan MZ, Khan O, Yahya Z, Alhodaib A, Ahamad T, Kareemullah M, Ghori SW, Jelila YD.   +7 more
europepmc   +1 more source

Environmental-demographic determinants associated with tuberculosis prevalence in seven African countries: an aggregated dataset analysis. [PDF]

EClinicalMedicine
Haverkate TMI, Brals D, Abukaraig EAB, Kapata N, Kapata-Chanda P, Kirenga B, Klinkenberg E, Law I, Maama-Maime LB, Moyo S, Obasanya J, Rutebemberwa E, Stuck L, Tiemersma E, Cobelens F.   +14 more
europepmc   +1 more source

Spectrally Engineered Coatings for Steering the Solar Photons. [PDF]

Adv Mater
Gong Q, Chen J, Zhang Y, Lu L.
europepmc   +1 more source

An innovative metaheuristic algorithm for photovoltaic tilt angle optimization. [PDF]

Sci Rep
He L, Zhao B, Rong F, Zhu B, Xu M, Wang L.   +5 more
europepmc   +1 more source

Smart home energy management for sustainable socioeconomic development in Egyptian households. [PDF]

Sci Rep
Saif O, Elazab R, Daowd M.
europepmc   +1 more source