Research graph
References from Optimizing urban building layout for solar potential and energy efficiency using multi agent methods. Local targets link to admitted publications; unresolved targets remain external evidence.
Machine learning based prediction of long-term energy consumption and overheating under climate change impacts using urban building energy modeling
2025 · External reference
Unresolved reference
External reference
Impact of urban form on building energy consumption and solar energy potential: a case study of residential blocks in Jianhu, China
10.1016/j.enbuild.2022.112727 · 2023 · External reference
Impact of urban block typology on building solar potential and energy use efficiency in tropical high-density city
10.1016/j.apenergy.2019.02.033 · 2019 · External reference
A benchmarking framework for HVAC optimization via competitive evaluation: insights from the 2nd wccbo
2025 · External reference
Impact of geometric parameters on the performance of naturally ventilated photovoltaic curtain walls
10.1080/19401493.2025.2452657 · 2025 · External reference
Multi-objective optimization of insulation materials for building energy and comfort improvements in hot and arid regions
2025 · External reference
10.1007/978-3-030-39066-2
10.1007/978-3-030-39066-2 · External reference
A multi-objective optimization framework for designing urban block forms considering daylight, energy consumption, and photovoltaic energy potential
10.1016/j.buildenv.2023.110585 · 2023 · External reference
A benchmarking analysis of sunlight and daylight availability in a highly dense urban area in southern China
10.1016/j.enbuild.2024.114847 · 2024 · External reference
Unresolved reference
External reference
The environmental and public health benefits of achieving high penetrations of solar energy in the United States
10.1016/j.energy.2016.07.068 · 2016 · External reference
Urban pollution and solar radiation impacts
10.1016/j.rser.2015.12.166 · 2016 · External reference
Solar and wind power generation systems with pumped hydro storage: Review and future perspectives
10.1016/j.renene.2019.11.157 · 2020 · External reference
Assessment of floating solar photovoltaics potential in existing hydropower reservoirs in Africa
10.1016/j.renene.2021.01.041 · 2021 · External reference
10.3390/en14040834
10.3390/en14040834 · External reference
Renewable energy in Central Asia: an overview of potentials, deployment, outlook, and barriers
10.1016/j.egyr.2021.05.014 · 2021 · External reference
Evaluating the impact of urban morphology on rooftop solar radiation: a new city-scale approach based on Geneva GIS data
10.1016/j.enbuild.2022.111919 · 2022 · External reference
A comprehensive study of how urban morphological parameters impact the solar potential, energy consumption and daylight autonomy in canyons and buildings
10.1016/j.enbuild.2024.113904 · 2024 · External reference
A renewable energy system for a nearly zero greenhouse city: Case study of a small city in southern Italy
10.1016/j.energy.2017.07.004 · 2018 · External reference
A methodology to improve the performance of PV integrated shading devices using multi-objective optimization
10.1016/j.apenergy.2019.04.033 · 2019 · External reference
Comprehensive feasibility assessment of building integrated photovoltaics (BIPV) on building surfaces in high-density urban environments
10.1016/j.solener.2021.07.060 · 2021 · External reference
Using intelligent multi-objective optimization and artificial neural networking to achieve maximum solar radiation with minimum volume in the archetype urban block
10.1016/j.scs.2022.104101 · 2022 · External reference
A novel approach for assessing rooftop-and-facade solar photovoltaic potential in rural areas using three-dimensional (3D) building models constructed with GIS
10.1016/j.energy.2023.128920 · 2023 · External reference
Influence of urban morphology on facade solar potential in mixed-use neighborhoods: Block prototypes and design benchmark
10.1016/j.enbuild.2023.113446 · 2023 · External reference
A parametric method using vernacular urban block typologies for investigating interactions between solar energy use and urban design
10.1016/j.renene.2020.10.067 · 2021 · External reference
Urban forest soil is becoming alkaline under rapid urbanization: a case study of Changchun, northeast China
10.1016/j.catena.2023.106993 · 2023 · External reference
Rapid urbanization and climate change significantly contribute to worsening urban human thermal comfort: a national 183-city, 26-year study in China
10.1016/j.uclim.2022.101154 · 2022 · External reference
Differential effects of urbanization on air pollution: evidences from six air pollutants in mainland China
10.1016/j.ecolind.2023.109924 · 2023 · External reference
Exploring the spatial and temporal driving mechanisms of landscape patterns on habitat quality in a city undergoing rapid urbanization based on GTWR and MGWR: the case of Nanjing, China
10.1016/j.ecolind.2022.109333 · 2022 · External reference
Rapid urbanization affects microplastic communities in lake sediments: a case study of Lake Aha in southwest China
10.1016/j.jenvman.2023.117824 · 2023 · External reference
Solar potential of urban forms of a cold semi-arid city in Algeria in the present and future climate
10.1016/j.esd.2021.04.004 · 2021 · External reference
Multi-objective optimization (MOO) for high-rise residential buildings’ layout centered on daylight, visual, and outdoor thermal metrics in China
10.1016/j.buildenv.2021.108263 · 2021 · External reference
Optimization of apartment-complex layout planning for daylight accessibility in a high-density city with a temperate climate
10.3390/en13164172 · 2020 · External reference
Thermal performance optimization of envelope in the energy-saving renovation of existing residential buildings
10.1016/j.enbuild.2021.111103 · 2021 · External reference
Multi-objective optimization method for the shape of large-space buildings dominated by solar energy gain in the early design stage
10.3389/fenrg.2021.744974 · 2021 · External reference
Intelligent building control systems for thermal comfort and energy-efficiency: a systematic review of artificial intelligence-assisted techniques
2021 · External reference
Evaluation of advanced control strategies for building energy systems
10.1016/j.enbuild.2022.112709 · 2023 · External reference
Ten questions on urban building energy modeling
10.1016/j.buildenv.2019.106508 · 2020 · External reference
Neighborhood energy supply-demand coordinated design (NES-CoD) in early design stage
10.1016/j.scs.2025.106662 · 2025 · External reference
Built form, urban climate and building energy modelling: case-studies in Rome and Antofagasta
10.1080/19401493.2019.1707876 · 2020 · External reference
Urban climate and building energy performance in compact cities in mediterranean climate
2021 · External reference
Evaluation of the impact of the surrounding urban morphology on building energy consumption
10.1016/j.solener.2010.11.002 · 2011 · External reference
Urban morphology and building heating energy consumption: evidence from Harbin, a severe cold region city
10.1016/j.enbuild.2020.110143 · 2020 · External reference
Balancing urban density, energy performance and environmental quality in the Mediterranean: a typological evaluation based on photovoltaic potential
10.1016/j.egypro.2018.09.133 · 2018 · External reference
The urban canyon and building energy use: Urban density versus daylight and passive solar gains
10.1016/j.enbuild.2011.04.007 · 2011 · External reference
Urban density and household-electricity consumption: an analysis of the Italian residential building stock
2019 · External reference
Urban density and energy consumption: a new look at old statistics
10.1016/j.tra.2003.10.004 · 2004 · External reference
Street design and urban canopy layer climate
10.1016/0378-7788(88)90026-6 · 1988 · External reference
Urban form and building energy performance in Shanghai neighborhoods
10.1016/j.egypro.2016.06.035 · 2016 · External reference
10.1037/e554552013-001
10.1037/e554552013-001 · External reference
Unresolved reference
External reference
Unresolved reference
External reference
Residential light and risk for depression and falls: results from the LARES study of eight European cities
10.1177/00333549111260s117 · 2011 · External reference
Measuring illuminance and investigating methods for its quantification among elderly people living at home in J apan to study the relationship between illuminance and physical and mental health
10.1111/ggi.12021 · 2013 · External reference
Lighting in the home and health: a systematic review
10.3390/ijerph18020609 · 2021 · External reference
Unresolved reference
2003 · External reference
10.1037/e554552013-001
10.1037/e554552013-001 · External reference
Unresolved reference
External reference
Design matters: New insights on optimizing energy consumption for residential buildings
10.1016/j.enbuild.2021.110976 · 2021 · External reference
Enhancing urban planning for sustainable and solar-optimized neighborhoods–a case study from Morocco
10.1016/j.solener.2025.113732 · 2025 · External reference
Solar potential in urban residential buildings
10.1016/j.solener.2014.10.045 · 2015 · External reference
The comprehensive impact of urban morphology on the photovoltaic power generation potential of block-scale office buildings: real blocks and design benchmarks
10.1016/j.solener.2025.113248 · 2025 · External reference
Prediction of building-scale solar energy potential in urban environment based on parametric modelling and machine learning algorithms
10.1016/j.scs.2024.106057 · 2025 · External reference
A review of computational optimisation methods applied to sustainable building design
10.1016/j.rser.2013.02.004 · 2013 · External reference
Optimizing complex building design for annual daylighting performance and evaluation of optimization algorithms
10.1016/j.enbuild.2015.01.017 · 2015 · External reference
Multi-objective optimization of building environmental performance: an integrated parametric design method based on machine learning approaches
10.3390/en15197031 · 2022 · External reference
Multi-objective optimization of energy, visual, and thermal performance for building envelopes in China's hot summer and cold winter climate zone
2022 · External reference
Simplified evaluation metrics for generative energy-driven urban design: a morphological study of residential blocks in Tel Aviv
10.1016/j.enbuild.2021.110916 · 2021 · External reference
Effects of neighbourhood morphological characteristics on outdoor daylight and insights for sustainable urban design
2022 · External reference
Climate resilient interconnected infrastructure: Co-optimization of energy systems and urban morphology
10.1016/j.apenergy.2020.116430 · 2021 · External reference
A surrogate-assisted optimization framework for microclimate-sensitive urban design practice
10.1016/j.buildenv.2021.107661 · 2021 · External reference
Evaluation for block-scale solar energy potential of industrial block and optimization of application strategies: a case study of Wuhan, China
10.1016/j.scs.2021.103000 · 2021 · External reference
10.1051/e3sconf/202456208002
10.1051/e3sconf/202456208002 · External reference
Unresolved reference
External reference
Opossum-introducing and evaluating a model-based optimization tool for grasshopper
10.52842/conf.caadria.2017.283 · 2017 · External reference
Sustainable management of municipal solid waste under changing climate: a case study of Karachi, Pakistan
2018 · External reference
Unresolved reference
External reference
Optimized performance of PV panels and site selection for a solar park in Pakistan
10.1139/tcsme-2021-0134 · 2022 · External reference
Efficient calculation of solar position using rectangular coordinates
10.1016/j.solener.2021.02.019 · 2021 · External reference
Five new algorithms for the computation of sun position from 2010 to 2110
10.1016/j.solener.2012.01.024 · 2012 · External reference
Building codes in rural areas of Pakistan
10.21837/pm.v20i23.1178 · 2022 · External reference
A comparative analysis of energy provisions of Pakistan building code with Indian and USA building energy codes
2018 · External reference
ASHRAE Handbook: Fundamentals, American Society of Heating
2009 · External reference
A fast and elitist multi-objective genetic algorithm: NSGA-II
10.1109/4235.996017 · 2002 · External reference
Solar shading in building simulations: assessing the reliability of pixel counting and polygon clipping methods
10.1080/19401493.2025.2487463 · 2026 · External reference
An approach to generate damage strategies for inter-domain routing systems based on multi-objective optimization
10.3934/mbe.2023495 · 2023 · External reference
10.1007/978-3-030-39066-2
10.1007/978-3-030-39066-2 · ExternalCitation · doi-reference
Street design and urban canopy layer climate
10.1016/0378-7788(88)90026-6 · ExternalCitation · doi-reference
Impact of urban block typology on building solar potential and energy use efficiency in tropical high-density city
10.1016/j.apenergy.2019.02.033 · ExternalCitation · doi-reference
A methodology to improve the performance of PV integrated shading devices using multi-objective optimization
10.1016/j.apenergy.2019.04.033 · ExternalCitation · doi-reference
Climate resilient interconnected infrastructure: Co-optimization of energy systems and urban morphology
10.1016/j.apenergy.2020.116430 · ExternalCitation · doi-reference
Ten questions on urban building energy modeling
10.1016/j.buildenv.2019.106508 · ExternalCitation · doi-reference
A surrogate-assisted optimization framework for microclimate-sensitive urban design practice
10.1016/j.buildenv.2021.107661 · ExternalCitation · doi-reference
Multi-objective optimization (MOO) for high-rise residential buildings’ layout centered on daylight, visual, and outdoor thermal metrics in China
10.1016/j.buildenv.2021.108263 · ExternalCitation · doi-reference
A multi-objective optimization framework for designing urban block forms considering daylight, energy consumption, and photovoltaic energy potential
10.1016/j.buildenv.2023.110585 · ExternalCitation · doi-reference
Urban forest soil is becoming alkaline under rapid urbanization: a case study of Changchun, northeast China
10.1016/j.catena.2023.106993 · ExternalCitation · doi-reference
Exploring the spatial and temporal driving mechanisms of landscape patterns on habitat quality in a city undergoing rapid urbanization based on GTWR and MGWR: the case of Nanjing, China
10.1016/j.ecolind.2022.109333 · ExternalCitation · doi-reference
Differential effects of urbanization on air pollution: evidences from six air pollutants in mainland China
10.1016/j.ecolind.2023.109924 · ExternalCitation · doi-reference
Urban form and building energy performance in Shanghai neighborhoods
10.1016/j.egypro.2016.06.035 · ExternalCitation · doi-reference
Balancing urban density, energy performance and environmental quality in the Mediterranean: a typological evaluation based on photovoltaic potential
10.1016/j.egypro.2018.09.133 · ExternalCitation · doi-reference
Renewable energy in Central Asia: an overview of potentials, deployment, outlook, and barriers
10.1016/j.egyr.2021.05.014 · ExternalCitation · doi-reference
The urban canyon and building energy use: Urban density versus daylight and passive solar gains
10.1016/j.enbuild.2011.04.007 · ExternalCitation · doi-reference
Optimizing complex building design for annual daylighting performance and evaluation of optimization algorithms
10.1016/j.enbuild.2015.01.017 · ExternalCitation · doi-reference
Urban morphology and building heating energy consumption: evidence from Harbin, a severe cold region city
10.1016/j.enbuild.2020.110143 · ExternalCitation · doi-reference
Simplified evaluation metrics for generative energy-driven urban design: a morphological study of residential blocks in Tel Aviv
10.1016/j.enbuild.2021.110916 · ExternalCitation · doi-reference
Design matters: New insights on optimizing energy consumption for residential buildings
10.1016/j.enbuild.2021.110976 · ExternalCitation · doi-reference
Thermal performance optimization of envelope in the energy-saving renovation of existing residential buildings
10.1016/j.enbuild.2021.111103 · ExternalCitation · doi-reference
Evaluating the impact of urban morphology on rooftop solar radiation: a new city-scale approach based on Geneva GIS data
10.1016/j.enbuild.2022.111919 · ExternalCitation · doi-reference
Evaluation of advanced control strategies for building energy systems
10.1016/j.enbuild.2022.112709 · ExternalCitation · doi-reference
Impact of urban form on building energy consumption and solar energy potential: a case study of residential blocks in Jianhu, China
10.1016/j.enbuild.2022.112727 · ExternalCitation · doi-reference
Influence of urban morphology on facade solar potential in mixed-use neighborhoods: Block prototypes and design benchmark
10.1016/j.enbuild.2023.113446 · ExternalCitation · doi-reference
A comprehensive study of how urban morphological parameters impact the solar potential, energy consumption and daylight autonomy in canyons and buildings
10.1016/j.enbuild.2024.113904 · ExternalCitation · doi-reference
A benchmarking analysis of sunlight and daylight availability in a highly dense urban area in southern China
10.1016/j.enbuild.2024.114847 · ExternalCitation · doi-reference
The environmental and public health benefits of achieving high penetrations of solar energy in the United States
10.1016/j.energy.2016.07.068 · ExternalCitation · doi-reference
A renewable energy system for a nearly zero greenhouse city: Case study of a small city in southern Italy
10.1016/j.energy.2017.07.004 · ExternalCitation · doi-reference
A novel approach for assessing rooftop-and-facade solar photovoltaic potential in rural areas using three-dimensional (3D) building models constructed with GIS
10.1016/j.energy.2023.128920 · ExternalCitation · doi-reference
Solar potential of urban forms of a cold semi-arid city in Algeria in the present and future climate
10.1016/j.esd.2021.04.004 · ExternalCitation · doi-reference
Rapid urbanization affects microplastic communities in lake sediments: a case study of Lake Aha in southwest China
10.1016/j.jenvman.2023.117824 · ExternalCitation · doi-reference
Solar and wind power generation systems with pumped hydro storage: Review and future perspectives
10.1016/j.renene.2019.11.157 · ExternalCitation · doi-reference
A parametric method using vernacular urban block typologies for investigating interactions between solar energy use and urban design
10.1016/j.renene.2020.10.067 · ExternalCitation · doi-reference
Assessment of floating solar photovoltaics potential in existing hydropower reservoirs in Africa
10.1016/j.renene.2021.01.041 · ExternalCitation · doi-reference
A review of computational optimisation methods applied to sustainable building design
10.1016/j.rser.2013.02.004 · ExternalCitation · doi-reference
Urban pollution and solar radiation impacts
10.1016/j.rser.2015.12.166 · ExternalCitation · doi-reference
Evaluation for block-scale solar energy potential of industrial block and optimization of application strategies: a case study of Wuhan, China
10.1016/j.scs.2021.103000 · ExternalCitation · doi-reference
Using intelligent multi-objective optimization and artificial neural networking to achieve maximum solar radiation with minimum volume in the archetype urban block
10.1016/j.scs.2022.104101 · ExternalCitation · doi-reference
Prediction of building-scale solar energy potential in urban environment based on parametric modelling and machine learning algorithms
10.1016/j.scs.2024.106057 · ExternalCitation · doi-reference
Neighborhood energy supply-demand coordinated design (NES-CoD) in early design stage
10.1016/j.scs.2025.106662 · ExternalCitation · doi-reference
Evaluation of the impact of the surrounding urban morphology on building energy consumption
10.1016/j.solener.2010.11.002 · ExternalCitation · doi-reference
Five new algorithms for the computation of sun position from 2010 to 2110
10.1016/j.solener.2012.01.024 · ExternalCitation · doi-reference
Solar potential in urban residential buildings
10.1016/j.solener.2014.10.045 · ExternalCitation · doi-reference
Efficient calculation of solar position using rectangular coordinates
10.1016/j.solener.2021.02.019 · ExternalCitation · doi-reference
Comprehensive feasibility assessment of building integrated photovoltaics (BIPV) on building surfaces in high-density urban environments
10.1016/j.solener.2021.07.060 · ExternalCitation · doi-reference
The comprehensive impact of urban morphology on the photovoltaic power generation potential of block-scale office buildings: real blocks and design benchmarks
10.1016/j.solener.2025.113248 · ExternalCitation · doi-reference
Enhancing urban planning for sustainable and solar-optimized neighborhoods–a case study from Morocco
10.1016/j.solener.2025.113732 · ExternalCitation · doi-reference
Urban density and energy consumption: a new look at old statistics
10.1016/j.tra.2003.10.004 · ExternalCitation · doi-reference
Rapid urbanization and climate change significantly contribute to worsening urban human thermal comfort: a national 183-city, 26-year study in China
10.1016/j.uclim.2022.101154 · ExternalCitation · doi-reference
10.1037/e554552013-001
10.1037/e554552013-001 · ExternalCitation · doi-reference
10.1051/e3sconf/202456208002
10.1051/e3sconf/202456208002 · ExternalCitation · doi-reference
Built form, urban climate and building energy modelling: case-studies in Rome and Antofagasta
10.1080/19401493.2019.1707876 · ExternalCitation · doi-reference
Impact of geometric parameters on the performance of naturally ventilated photovoltaic curtain walls
10.1080/19401493.2025.2452657 · ExternalCitation · doi-reference
Solar shading in building simulations: assessing the reliability of pixel counting and polygon clipping methods
10.1080/19401493.2025.2487463 · ExternalCitation · doi-reference
A fast and elitist multi-objective genetic algorithm: NSGA-II
10.1109/4235.996017 · ExternalCitation · doi-reference
Measuring illuminance and investigating methods for its quantification among elderly people living at home in J apan to study the relationship between illuminance and physical and mental health
10.1111/ggi.12021 · ExternalCitation · doi-reference
Optimized performance of PV panels and site selection for a solar park in Pakistan
10.1139/tcsme-2021-0134 · ExternalCitation · doi-reference
Residential light and risk for depression and falls: results from the LARES study of eight European cities
10.1177/00333549111260s117 · ExternalCitation · doi-reference
Building codes in rural areas of Pakistan
10.21837/pm.v20i23.1178 · ExternalCitation · doi-reference
Multi-objective optimization method for the shape of large-space buildings dominated by solar energy gain in the early design stage
10.3389/fenrg.2021.744974 · ExternalCitation · doi-reference
Optimization of apartment-complex layout planning for daylight accessibility in a high-density city with a temperate climate
10.3390/en13164172 · ExternalCitation · doi-reference
10.3390/en14040834
10.3390/en14040834 · ExternalCitation · doi-reference
Multi-objective optimization of building environmental performance: an integrated parametric design method based on machine learning approaches
10.3390/en15197031 · ExternalCitation · doi-reference
Lighting in the home and health: a systematic review
10.3390/ijerph18020609 · ExternalCitation · doi-reference
An approach to generate damage strategies for inter-domain routing systems based on multi-objective optimization
10.3934/mbe.2023495 · ExternalCitation · doi-reference
Opossum-introducing and evaluating a model-based optimization tool for grasshopper
10.52842/conf.caadria.2017.283 · ExternalCitation · doi-reference
