[论文分享]An integrated framework for assessing solar photovoltaic potential of building surfaces at city scale using parametric simulation and optimized machine learning models
📃 基本信息 [论文标题] 《利用参数化模拟和优化机器学习模型评估城市尺度建筑表面太阳能光伏潜力的集成框架》[ […]
A2-迭代优化算法
[论文分享]Assessing urban morphology’s impact on solar potential of high-rise facades in Hong Kong using machine learning: An application for FIPV optimization
📃 基本信息 [论文标题] 《利用机器学习评估香港高层建筑立面太阳能潜力及其对BIPV优化的影响：以香港为例》 […]
[论文分享]Computational design of indoor lighting supported by artificial intelligence: Recent advances and future prospects
📃 基本信息 [论文标题] 《人工智能支持下的室内照明计算设计：最新进展与未来展望》[期刊信息] Buildi […]
[论文分享]Investigation of multi-objective decision making approaches for the optimization in building envelope thermal design
📃 基本信息 [论文标题] 《建筑围护结构热工设计优化中多目标决策方法研究》[期刊信息] Sustainabl […]
[论文分享]Research on multi-objective energy optimization design for multi-story residential buildings in Suzhou region based on artificial neural networks
📃 基本信息 [论文标题]《基于人工神经网络的苏州多层住宅建筑多目标能耗优化设计研究》[期刊信息] Case […]
[论文分享]Unveiling the impact of 2D/3D urban morphology on thermal comfort across urban-rural gradients using machine learning
📃 基本信息 [论文标题] 《揭示2D/3D城市形态对城乡梯度热舒适的影响：基于机器学习的方法》[期刊信息] […]
[论文分享]Performance in generation: An automatic generalizable generative-design-based performance optimization framework for sustainable building design
📃 基本信息 [论文标题] 《生成式设计中的性能优化：一种可持续建筑设计自动化通用性能优化框架》[期刊信息] […]
[论文分享]An integrated framework utilizing machine learning to accelerate the optimization of energy-efficient urban block forms
📃 基本信息 [论文标题] 《利用机器学习加速节能城市街区形态优化的集成框架》[期刊信息] Tsinghua […]
[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]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 […]