日期 影响因子
日期:
2020 年 — 2026 年
2020
2021
2022
2023
2024
2025
2026
影响因子:
–

Machine Learning-Enabled Optimization and Prediction of Mechanical Properties of 3D-Printed PLA Composites Filled with Rice Husk Biochar

利用机器学习优化和预测稻壳生物炭填充3D打印PLA复合材料的力学性能

期刊:Polymers
影响因子:4.9
doi:10.3390/polym18040527
Louhichi, Borhen; Djuansjah, Joy; Sreekanth, P S Rama; Harishbabu, Sundarasetty; Subhanjaneyulu, P V; Sahu, Santosh Kumar; Lee, It Ee; Chung, Gwo Chin
3D/类器官
发表日期：2026
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Data-Driven AI Approach for Optimizing Processes and Predicting Mechanical Properties of Boron Nitride Nanoplatelet-Reinforced PLA Nanocomposites

基于数据驱动的人工智能方法用于优化工艺并预测氮化硼纳米片增强PLA纳米复合材料的力学性能

期刊:Polymers
影响因子:4.9
doi:10.3390/polym18020185
Harishbabu, Sundarasetty; Djuansjah, Joy; Sreekanth, P S Rama; Kumar, A Praveen; Louhichi, Borhen; Sahu, Santosh Kumar; Lee, It Ee; Wali, Qamar
发表日期：2026
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Pareto-based design of thermophotovoltaic micro-combustors via a novel framework combining IGWO-tuned ANN, multi-objective multi-verse optimization, and ARAS-based decision making

基于帕累托优化的热光伏微型燃烧器设计：一种结合IGWO调谐人工神经网络、多目标多宇宙优化和ARAS决策方法的新型框架

期刊:Scientific Reports
影响因子:3.9
doi:10.1038/s41598-025-33534-1
Alawad, Mohamad A; Omar, Ihab; Alizadeh, As'ad; Shaban, Mohamed; Sadeq, Abdellatif M; Singh Sawaran Singh, Narinderjit; Louhichi, Borhen; Mostafa, Loghman
RAS
发表日期：2026
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Design of a Li-ion battery cooling system incorporating PCM, heat pipes, and liquid circuits using marine predator algorithm-enhanced ANN and multi-verse optimization

利用海洋捕食者算法增强型人工神经网络和多宇宙优化方法，设计一种包含相变材料、热管和液冷回路的锂离子电池冷却系统。

期刊:Scientific Reports
影响因子:3.9
doi:10.1038/s41598-026-41155-5
Ali, Naim Ben; Louhichi, Borhen; Hassan, Waqed H; Alizadeh, As'ad; Hussein, Abdullah Abed; Aich, Walid; Hajlaoui, Khalil; Aminian, Sam
发表日期：2026
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Intelligent multi-objective optimization of thermal comfort and ventilation performance in stratum ventilation design

分层通风设计中热舒适性和通风性能的智能多目标优化

期刊:Scientific Reports
影响因子:3.9
doi:10.1038/s41598-026-36233-7
Hammouda, Nadia Ghezaiel; Ahmed, Zakarya; Omar, Ihab; Alizadeh, As'ad; Singh Sawaran Singh, Narinderjit; Louhichi, Borhen; Aich, Walid; Hamidi, Banafshe
发表日期：2026
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Comparative parametric analysis of solar adsorption cooling systems driven by evacuated tube and parabolic trough concentrators in hot arid climates

在炎热干旱气候下，真空管和抛物槽式聚光器驱动的太阳能吸附式制冷系统的参数比较分析

期刊:Scientific Reports
影响因子:3.9
doi:10.1038/s41598-025-33313-y
Rajhi, Wajdi; Ahmed, Zakarya; Alsayah, Ahmed Mohsin; Shaban, Mohamed; Sadeq, Abdellatif M; Aich, Walid; Louhichi, Borhen; Mahdavi, Sajjad
发表日期：2026
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Tribological performance of UV treated nanodiamond reinforced polyurethane nanocomposites through Taguchi and machine learning technique

利用田口方法和机器学习技术研究紫外处理纳米金刚石增强聚氨酯纳米复合材料的摩擦学性能

期刊:Scientific Reports
影响因子:3.9
doi:10.1038/s41598-026-38403-z
Prasad, Markapudi Bhanu; Louhichi, Borhen; Rama Sreekanth, P S; Kumar, A Praveen; Djuansjah, Joy; Sahu, Santosh Kumar; Lee, It Ee; Wali, Qamar
发表日期：2026
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Optimization and Prediction of Mechanical Properties of Additively Manufactured PLA/GNP Composites via Response Surface Methodology and Machine Learning Models

基于响应面法和机器学习模型的增材制造PLA/GNP复合材料力学性能优化与预测

期刊:Polymers
影响因子:4.9
doi:10.3390/polym17212894
Harishbabu, Sundarasetty; Alrasheedi, Nashmi H; Louhichi, Borhen; Sahu, Santosh Kumar; Ma, Quanjin
发表日期：2025
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Experimental Investigation of Nanodiamond Reinforcement in PU for Enhancing Mechanical, Scratch, Rheological, Thermal, and Shape-Memory Properties

纳米金刚石增强聚氨酯对机械性能、耐刮擦性能、流变性能、热性能和形状记忆性能的实验研究

期刊:Polymers
影响因子:4.9
doi:10.3390/polym17212947
Prasad, Markapudi Bhanu; Alrasheedi, Nashmi H; Sreekanth, P S Rama; Louhichi, Borhen; Sahu, Santosh Kumar; Badgayan, Nitesh Dhar
发表日期：2025
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Use of proper orthogonal decomposition and machine learning for efficient blood flow prediction in cerebral saccular aneurysms

利用适当正交分解和机器学习技术有效预测脑囊状动脉瘤的血流

期刊:Scientific Reports
影响因子:3.9
doi:10.1038/s41598-025-17823-3
Rajhi, Wajdi; Ahmed, Zakarya; Ali, Ali B M; Alizadeh, As'ad; Hussein, Zahraa Abed; Sawaran Singh, Narinderjit Singh; Louhichi, Borhen; Aich, Walid
心血管
神经科学
动脉瘤
发表日期：2025
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