Concepedia

Performance prediction of heat pipe evacuated tube solar collectors: Analytical modeling and data-driven machine learning/ANN approach with developing web application

Sajjad Farhadi, Hanieh Atrian Seresht, Hamidreza Aghakhani, Behzad Baghapour

Energy · 2025 · 11 citations · 53 references

References

53

Machine learning predictive models for mineral prospectivity: An evaluation of neural networks, random forest, regression trees and support vector machines

Víctor Rodríguez‐Galiano, M. Sánchez-Castillo, Mario Chica‐Olmo et al. · Ore Geology Reviews · 2015 · 1.5K citations

Computing, Earth Sciences, Geological Engineering +12

A Correlating Equation for Forced Convection From Gases and Liquids to a Circular Cylinder in Crossflow

Stuart W. Churchill, Melvin H. Bernstein · Journal of Heat Transfer · 1977 · 1.1K citations

Natural Sciences, Mechanical Engineering, Physics +17

Trees vs Neurons: Comparison between random forest and ANN for high-resolution prediction of building energy consumption

Muhammad Waseem Ahmad, Monjur Mourshed, Yacine Rezgui · Energy and Buildings · 2017 · 989 citations · Full text

Computing, Building Science, Computer Science +17

Predictive modelling for solar thermal energy systems: A comparison of support vector regression, random forest, extra trees and regression trees

Muhammad Waseem Ahmad, Jonathan Reynolds, Yacine Rezgui · Journal of Cleaner Production · 2018 · 617 citations · Full text

Computing, Building Science, Energy Systems +16

Transfer learning for short-term wind speed prediction with deep neural networks

Qinghua Hu, Rujia Zhang, Yucan Zhou · Renewable Energy · 2015 · 461 citations

Computing, Data Science, Meteorology +14