[论文分享]A new synthesized framework of artificial neural network-based sensitivity analysis for building energy performance: A case study of Shanghai, China
📃 基本信息 [论文标题] 《基于人工神经网络的新型建筑能耗敏感性分析集成框架：以上海为例》[期刊信息] Bu […]
D4-机器学习预测
[论文分享]Machine learning-boosted multi-objective optimization of integrated shading systems : Enhancing daylight availability, glare protection, and energy savings
📃 基本信息 [论文标题] 《机器学习驱动的集成遮阳系统多目标优化：增强日照可用性、眩光保护与节能效果》[期刊 […]
[论文分享]Python-driven sensitivity analysis of geometric parameters : Evaluating the impact of geometric variations on environmental performance of large office in Boston
📃 基本信息 [论文标题] 《基于Python的几何参数敏感性分析：评估波士顿大型办公楼几何变化对环境性能的影 […]
[论文分享]Using intelligent multi-objective optimization and artificial neural networking to achieve maximum solar radiation with minimum volume in the archetype urban block
📃 基本信息 [论文标题] 《基于智能多目标优化与人工神经网络实现原型城市街区最大太阳辐射与最小体积》[期刊信 […]
[论文分享]Predicting solar radiation in the urban area: A data-driven analysis for sustainable city planning using artificial neural networking
📃 基本信息 [论文标题] 《城市区域太阳辐射预测：基于人工神经网络的数据驱动分析用于可持续城市规划》[期刊信 […]
[论文分享]Multi-objective architectural parametric optimization toward decarbonizing building sector – Tabriz city case study
📃 基本信息 [论文标题] 《面向建筑部门脱碳的多目标建筑参数化优化 – 以塔布里兹市为案例研究》 […]
[论文分享]Predicting Passivhaus certification of dwellings using machine learning: A comparative analysis of logistic regression and gradient boosting decision trees
📃 基本信息 [论文标题] 《使用机器学习预测被动式住宅认证：逻辑回归与梯度提升决策树的比较分析》[期刊信息] […]
[论文分享]Evaluating the adaptation potential and retrofitting effectiveness of existing residential buildings in severe cold regions of China under climate change
📃 基本信息 [论文标题] 《中国严寒地区既有住宅建筑在气候变化下的适应潜力与改造效果评估》[期刊信息] Bu […]
[论文分享]Multi-objective optimization design of a complex building based on an artificial neural network and performance evaluation of algorithms
📃 基本信息 [论文标题] 基于人工神经网络的复杂建筑多目标优化设计及算法性能评估[期刊信息] Advance […]
[论文分享]EPlus-LLM: A large language model-based computing platform for automated building energy modeling
📃 基本信息 [论文标题] 《EPlus-LLM: 一种基于大型语言模型的自动化建筑能量建模计算平台》[期刊信 […]