Research graph
References from AI-driven optimization of timber-based indoor environments for energy performance and cognitive comfort. Local targets link to admitted publications; unresolved targets remain external evidence.
Unresolved reference
2024 · External reference
Unresolved reference
External reference
Unresolved reference
2026 · External reference
A systematic approach for energy efficient building design factors optimization
10.1016/j.enbuild.2014.12.022 · 2015 · External reference
LCA of the NZEB El Salvador building, a model to estimate the carbon footprint in a tropical country
10.1016/j.jclepro.2023.137137 · 2023 · External reference
Numerical analysis on the hygrothermal behavior of building envelope according to CLT wall assembly considering the hygrothermal-environmental zone in Korea
10.1016/j.envres.2020.110198 · 2020 · External reference
Climate-Responsive Optimization of Phase Change Materials for Energy-Efficient Building Envelopes in Diverse Climatic Regions of Ethiopia
10.1007/s10765-025-03596-4 · 2025 · External reference
Carbon mitigation and energy efficiency of hybrid cross-laminated timber buildings: A case study on a community center design
10.1016/j.enbuild.2025.116060 · 2025 · External reference
Indoor environmental quality and occupant satisfaction in green-certified buildings
10.1080/09613218.2018.1383715 · 2019 · External reference
Building environment information and human perceptual feedback collected through a combined virtual reality (VR) and electroencephalogram (EEG) method
10.1016/j.enbuild.2020.110259 · 2020 · External reference
Literature survey on how different factors influence human comfort in indoor environments
10.1016/j.buildenv.2010.10.021 · 2011 · External reference
10.1016/j.buildenv.2020.106949
10.1016/j.buildenv.2020.106949 · 2020 · External reference
Effects of classroom ventilation rate and temperature on students' test scores
10.1371/journal.pone.0136165 · 2015 · External reference
Psychological and physiological effects of a wooden office room on human well-being: Results from a randomized controlled trial
10.1016/j.jenvp.2023.102059 · 2023 · External reference
Human stress responses in office-like environments with wood furniture
10.1080/09613218.2019.1660609 · 2020 · External reference
Improving the efficiency of the trombe wall by integrating multi-fold glazing and sustainable materials: Ifrane, Morocco as a case study
2024 · External reference
Daylight illuminance levels, user preferences, and cognitive performance in office environments: Exploring an optimal illuminance range using virtual reality
10.1016/j.buildenv.2024.111638 · 2024 · External reference
Subjective and physiological responses towards interior natural lightscape: Influences of aperture design, window size and sky condition
10.3390/buildings12101612 · 2022 · External reference
A systematic review of the applications of AI in a sustainable building's lifecycle
10.3390/buildings14072137 · 2024 · External reference
Psychological and physiological effects of a green wall on occupants: A cross-over study in virtual reality
10.1016/j.buildenv.2021.108134 · 2021 · External reference
XGBoost algorithm-based prediction of concrete electrical resistivity for structural health monitoring
10.1016/j.autcon.2020.103155 · 2020 · External reference
Machine learning-assisted sustainable mix design of waste glass powder concrete with strength–cost–CO2 emissions trade-offs
2025 · External reference
Integrating machine learning and genetic algorithms to optimize building energy and thermal efficiency under historical and future climate scenarios
2024 · External reference
An integrated artificial intelligence-driven approach to multi-criteria optimization of building energy efficiency and occupants' comfort: A case study
2025 · External reference
Thermal comfort, daylight, and energy performance of envelope-integrated algae-based bioshading and static shading systems through multi-objective optimization
2024 · External reference
Sustainable framework for buildings in cold regions of China considering life cycle cost and environmental impact as well as thermal comfort
10.1016/j.egyr.2020.10.023 · 2020 · External reference
Hybrid modeling based on integrating simulation and operational data to improve indoor air temperature predictions, a controlled variable in digital twin models
10.1016/j.enbuild.2024.114898 · 2024 · External reference
In-situ virtual heat flow meter model for monitoring heat flux of existing building envelope
10.1016/j.buildenv.2024.111320 · 2024 · External reference
Improving building retrofit Decision-Making by integrating passive and BIPV techniques with ensemble model
10.1016/j.enbuild.2024.114727 · 2024 · External reference
Thermal performance analysis according to wood flooring structure for energy conservation in radiant floor heating systems
10.1016/j.enbuild.2011.04.019 · 2011 · External reference
Assessing emotional responses induced in virtual reality using a consumer EEG headset: A preliminary report
10.23919/mipro.2018.8400184 · 2018 · External reference
Robust artifactual independent component classification for BCI practitioners
10.1088/1741-2560/11/3/035013 · 2014 · External reference
BOLD correlates of EEG topography reveal rapid resting-state network dynamics
10.1016/j.neuroimage.2010.02.052 · 2010 · External reference
Physical activity and music to counteract mental fatigue
10.1016/j.neuroscience.2021.09.019 · 2021 · External reference
The impact of changes in daylight illuminance levels on architectural experiences in office environments using virtual reality and electroencephalogram
2024 · External reference
EEG-based emotion recognition in an immersive virtual reality environment: From local activity to brain network features
10.1016/j.bspc.2021.103349 · 2022 · External reference
Bringing nature into hospital architecture: Machine learning-based EEG analysis of the biophilia effect in virtual reality
10.1016/j.jenvp.2023.102033 · 2023 · External reference
Multi-objective optimization for electric discharge drilling of waspaloy: A comparative analysis of NSGA-II, MOGA, MOGWO, and MOPSO
10.1016/j.aej.2024.04.049 · 2024 · External reference
Effect of exercise in a desert environment on physiological and subjective measures
10.1080/09603123.2019.1631961 · 2021 · External reference
Building energy consumption prediction for residential buildings using deep learning and other machine learning techniques
2022 · External reference
Multi-objective optimization of building energy consumption and thermal comfort based on SVR-NSGA-II
10.1016/j.csite.2024.105368 · 2024 · External reference
EEG-based identification of emotional neural state evoked by virtual environment interaction
2022 · External reference
Nanostructure of aerogels and their applications in thermal energy insulation
10.1021/acsaem.9b01157 · 2019 · External reference
