Concepedia

Nonlinear forces in urban thermal environment using Bayesian optimization-based ensemble learning

Zhiqiang Wu, Renlu Qiao, Shuang Zhao, Xiaochang Liu, Shuo Gao, Zhiyu Liu, Xiang Ao, Shiqi Zhou, Zhensheng Wang, Qingrui Jiang

The Science of The Total Environment · 2022 · 74 citations · 47 references

Concepts

ComputingComputational EngineeringMechanical EngineeringHeat TransferMachine LearningOptimizationEnsemble LearningEnsemble MethodsHeat Transfer ModelingUrban ClimateUrban Heat IslandsUrban Microclimate SimulationBayesian OptimizationEnsemble Learning TheoryNonlinear Restoring ForcesUrban Climate ModelingUrban Climate SimulationUrban Microclimate ModelingUrban Thermal Environment

References

47

A Computer Movie Simulating Urban Growth in the Detroit Region

Waldo Tobler · Economic Geography · 1970 · 9.6K citations

Social Sciences, Urban Planning, Urban Studies +17

LightGBM: A Highly Efficient Gradient Boosting Decision Tree

Guolin Ke, Qi Meng, Thomas Finley et al. · HAL (Le Centre pour la Communication Scientifique Directe) · 2017 · 9.5K citations · Full text

Computing, Computer Science, Data Mining +16

Proceedings of the 21st International Conference on Neural Information Processing Systems

Daphne Koller, Dale Schuurmans, Yoshua Bengio et al. · 2008 · 4.5K citations

Computing, Computer Science, Neuroscience +14

Local Climate Zones for Urban Temperature Studies

Iain D. Stewart, T. R. Oke · Bulletin of the American Meteorological Society · 2012 · 4.2K citations

Natural Sciences, Landscape Ecology, Urban Planning +17

Mortality risk attributable to high and low ambient temperature: a multicountry observational study

Antonio Gasparrini, Yuming Guo, Masahiro Hashizume et al. · The Lancet · 2015 · 2.9K citations · Full text

Public Health, Biostatistics, Population Health Sciences +17