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Open access

Research article

First published 2026-4

A hybrid analytical-machine learning framework for data-driven modeling of soliton solutions in the complex Ginzburg-Landau equation

Jan Muhammad, Ali H. Tedjani, Fengping Yao [...]

Science Progress

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Research article

First published 2023-2

Using random forests to predict passengers’ thermal comfort in underground train carriages

Kangkang Huang, Shihua Lu, Xinjun Li [...]

Indoor and Built Environment

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Research article

First published 2024-7

Empowering smart cities with digital twins of buildings: Applications and implementation considerations of data-driven energy modelling in building management

Mariam Elnour, Ahmad M. Ahmad, Shimaa Abdelkarim [...]

Building Services Engineering Research & Technology

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Research article

First published 2023-3-27

Data-driven evaluation of machine learning models for climate control in operational smart greenhouses

Juan Morales-García, Andrés Bueno-Crespo, Raquel Martínez-España [...]

Journal of Ambient Intelligence and Smart Environments

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Research article

First published 2020-7

Model-driven design of bioactive glasses: from molecular dynamics through machine learning

Maziar Montazerian, Edgar D. Zanotto, John C. Mauro

International Materials Reviews

Open access

Editorial

First published 2024-10

Reproducibility and explainability in digital pathology: The need to make black-box artificial intelligence systems more transparent

Gavino Faa, Matteo Fraschini, Luigi Barberini

Journal of Public Health Research

Open access

Abstract

First published 2022-7

Poster 221: Application of Machine Learning to Diagnose Patellar Instability on MRI Using a Data-Driven Model

Alisha Sodhi, Isha Wadhavkar, Kartik Varadarajan [...]

Orthopaedic Journal of Sports Medicine

Open access

Research article

First published 2024-06

MRI-informed machine learning-driven brain age models for classifying mild cognitive impairment converters

Hanna Lu, Jing Li

Journal of Central Nervous System Disease

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Research article

First published 2026

Toward data-driven machining: Prediction of surface roughness in high-entropy alloy coatings using a stacking ensemble machine learning model

Mohsen Dehghanpour Abyaneh, Raffaella Sesana, Mohammad Sadegh Javadi [...]

Proceedings of the Institution of Mechanical Engineers,Part C: Journal of Mechanical Engineering Science

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Research article

First published 2025-8

HMDM: A hybrid GM model-based and MHSA-GRU data-driven method for remaining useful life prediction of rolling bearings

Qiwu Zhao, Xiaoli Zhang

Journal of Vibration and Control

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