Journal of Building Engineering

Article	Citations
Artificial intelligence in the construction industry: A review of present status, opportunities and future challenges	286
Digital twin application in the construction industry: A literature review	275
A review of strategies for building energy management system: Model predictive control, demand side management, optimization, and fault detect & diagnosis	239
Deep learning in the construction industry: A review of present status and future innovations	206
Machine learning applications for building structural design and performance assessment: State-of-the-art review	174
Building energy consumption prediction for residential buildings using deep learning and other machine learning techniques	161
Circular economy in the building and construction sector: A scientific evolution analysis	156
Use of fine recycled concrete aggregates in concrete: A critical review	156
Structural health monitoring of civil engineering structures by using the internet of things: A review	155
An overview of factors influencing thermal conductivity of building insulation materials	148
Incorporation of phase change materials into building envelope for thermal comfort and energy saving: A comprehensive analysis	128
Durability deterioration of concrete under marine environment from material to structure: A critical review	121
3D printed concrete for large-scale buildings: An overview of rheology, printing parameters, chemical admixtures, reinforcements, and economic and environmental prospects	101
Biomass ashes from agricultural wastes as supplementary cementitious materials or aggregate replacement in cement/geopolymer concrete: A comprehensive review	101
Technological performance of açaí natural fibre reinforced cement-based mortars	92
A multi-objective home energy management system based on internet of things and optimization algorithms	91
Recycled aggregates from construction and demolition waste towards an application on structural concrete: A review	85
Robotic technologies for on-site building construction: A systematic review	84
Vision-based concrete crack detection using a hybrid framework considering noise effect	84
Properties of geopolymers sourced from construction and demolition waste: A review	83
Digital Twin Research in the AECO-FM Industry	79
Experimental study of a composite beam externally bonded with a carbon fiber-reinforced plastic plate	77
Application of eco-friendly alternative activators in alkali-activated materials: A review	77
Indoor air quality and health in schools: A critical review for developing the roadmap for the future school environment	76
Fiber-reinforced alkali-activated concrete: A review	75

Barriers to the implementation of Building Information Modelling (BIM) for facility management	72
Fresh, strength and microstructure properties of geopolymer concrete incorporating lime and silica fume as replacement of fly ash	72
Predictive models for concrete properties using machine learning and deep learning approaches: A review	72
A review on thermal energy storage using phase change materials in passive building applications	72
Sugarcane bagasse ash-based engineered geopolymer mortar incorporating propylene fibers	71
Enhancement of mechanical properties of fly ash geopolymer containing fine recycled concrete aggregate with micro carbon fiber	70
A schematic framework for Life Cycle Assessment (LCA) and Green Building Rating System (GBRS)	68
Mechanical and thermal properties of lightweight recycled plastic aggregate concrete	66
Social sustainability assessment framework for managing sustainable construction in residential buildings	65
Durability characteristics of high and ultra-high performance concretes	65
Impact of natural and social environmental factors on building energy consumption: Based on bibliometrics	63
3D recycled mortar printing: System development, process design, material properties and on-site printing	63
Use of high strength, high ductility engineered cementitious composites (ECC) to enhance the flexural performance of reinforced concrete beams	62
Measurement of CO2 concentration for occupancy estimation in educational buildings with energy efficiency purposes	62
A critical review on drying shrinkage mitigation strategies in cement-based materials	61
A review on application of soft computing techniques for the rapid visual safety evaluation and damage classification of existing buildings	61
Impact of fiber reinforcements on properties of geopolymer composites: A review	61
Optimization of mixture proportions by statistical experimental design using response surface method - A review	61
Recent tools and techniques of BIM-Based Augmented Reality: A systematic review	61
Developing a conceptual framework for the application of digital twin technologies to revamp building operation and maintenance processes	60
Long-term performance of novel high-calcium one-part alkali-activated cement developed from thermally activated lime kiln dust	60
A systematic review of emerging technologies in industrialized construction	60
Modelling the energy performance of residential buildings using advanced computational frameworks based on RVM, GMDH, ANFIS-BBO and ANFIS-IPSO	59
A systematic review of bacteria-based self-healing concrete: Biomineralization, mechanical, and durability properties	59
Model predictive control of heating, ventilation, and air conditioning (HVAC) systems: A state-of-the-art review	57
Multi-objective optimization of building energy performance using a particle swarm optimizer with less control parameters	56
Explainable machine learning models for punching shear strength estimation of flat slabs without transverse reinforcement	56
Synthesis of sustainable lightweight foamed concrete using palm oil fuel ash as a cement replacement material	55
Mechanical and durability properties of ultra-high performance concrete incorporated with various nano waste materials under different curing conditions	55
Automated crack segmentation in close-range building façade inspection images using deep learning techniques	54
Microstructure of ultra-high-performance concrete (UHPC) – A review study	54
Mechanical properties of GGBFS-based geopolymer concrete incorporating natural zeolite and silica fume with an optimum design using response surface method	54
Numerical investigation on the bearing capacity of RC columns strengthened by HPFL-BSP under combined loadings	54
Novel metaheuristic-based tuning of PID controllers for seismic structures and verification of robustness	54
Soft computing techniques: Systematic multiscale models to predict the compressive strength of HVFA concrete based on mix proportions and curing times	53
A comprehensive review on effects of mineral admixtures and fibers on engineering properties of ultra-high-performance concrete	53
Automated PPE-Tool pair check system for construction safety using smart IoT	53
COVID-19 and healthy home preferences: The case of apartment residents in Tehran	53
Application of circular economy principles in buildings: A systematic review	53
What are the challenges in assessing circular economy for the built environment? A literature review on integrating LCA, LCC and S-LCA in life cycle sustainability assessment, LCSA	53
Influence of fibers on the mechanical properties and durability of ultra-high-performance concrete: A review	53
Hydration, reinforcing mechanism, and macro performance of multi-layer graphene-modified cement composites	53
A comprehensive literature review on development of Building Sustainability Assessment Systems	52
Vision-based robotic system for on-site construction and demolition waste sorting and recycling	52
Mechanical properties and pore structure of recycled aggregate concrete made with iron ore tailings and polypropylene fibers	52
The role of nanomaterials in geopolymer concrete composites: A state-of-the-art review	52
Smart building management system: Performance specifications and design requirements	52
Machine learning-aided design and prediction of cementitious composites containing graphite and slag powder	52
Energy-efficient heating control for smart buildings with deep reinforcement learning	52
Multi-material additive manufacturing in architecture and construction: A review	51

A concrete damage plasticity model for predicting the effects of compressive high-strength concrete under static and dynamic loads	51
Design optimization of office building envelope based on quantum genetic algorithm for energy conservation	51
Influence of recycled concrete aggregates and Coal Bottom Ash on various properties of high volume fly ash-self compacting concrete	50
Thermal comfort in hospital buildings – A literature review	50
A systematic review of waste materials in cement-based composites for construction applications	50
Satellite radar interferometry: Potential and limitations for structural assessment and monitoring	49
Mechanical strength and permeation properties of high calcium fly ash-based geopolymer containing recycled brick powder	49
Recent advancements in the use of biochar for cementitious applications: A review	49
Seismic retrofitting of existing frame buildings through externally attached sub-structures: State of the art review and future perspectives	48
A comprehensive literature review of Multi-Criteria Decision Making methods in heritage buildings	48
Evaluating structural response of concrete-filled steel tubular columns through machine learning	48
Performance evaluation of high-strength concrete reinforced with basalt fibers exposed to elevated temperatures	48
Combining computer vision with semantic reasoning for on-site safety management in construction	47
Machine learning-based approaches for seismic demand and collapse of ductile reinforced concrete building frames	47
Methodologies to mitigate wind-induced vibration of tall buildings: A state-of-the-art review	47
Drying shrinkage and creep properties of prepacked aggregate concrete reinforced with waste polypropylene fibers	47
Machine learning-aided engineering services' cost overruns prediction in high-rise residential building projects: Application of random forest regression	46
Towards intelligent structural design of buildings: A BIM-based solution	46
The present state of the use of eggshell powder in concrete: A review	46
Sustainable use of palm oil fuel ash as a supplementary cementitious material: A comprehensive review	45
Acceptance model of precast concrete components in building construction based on Technology Acceptance Model (TAM) and Technology, Organization, and Environment (TOE) framework	45
Applications of natural and synthetic fiber reinforced polymer in infrastructure: A suitability assessment	45
A review of “3D concrete printing”: Materials and process characterization, economic considerations and environmental sustainability	45
Energy usage reduction in an air handling unit by incorporating two heat recovery units	45
Research on the properties of rubber concrete containing surface-modified rubber powders	45
A machine learning-based time-dependent shear strength model for corroded reinforced concrete beams	45
Efficient estimating compressive strength of ultra-high performance concrete using XGBoost model	45
Investigating the impact of inflation on building materials prices in construction industry	45
An experimental study on the mechanical and durability properties assessment of E-waste concrete	44
Study on ventilation rates and assessment of infection risks of COVID-19 in an outpatient building	44
Scene understanding in construction and buildings using image processing methods: A comprehensive review and a case study	44
A review on fracture properties of steel fiber reinforced concrete	44
EvacuSafe: A real-time model for building evacuation based on Dijkstra's algorithm	44
Assessment of construction workers’ perceived risk using physiological data from wearable sensors: A machine learning approach	44
The challenges confronting the growth of sustainable prefabricated building construction in Australia: Construction industry views	44
A review on geopolymer in potential coating application: Materials, preparation and basic properties	43
Theoretical analysis on the lateral drift of precast concrete frame with replaceable artificial controllable plastic hinges	43
Wool and coir fiber reinforced gypsum ceiling tiles with enhanced stability and acoustic and thermal resistance	43
Experimental and numerical investigations of steel fiber reinforced concrete dapped-end purlins	43
Axial performance of seawater sea-sand concrete columns reinforced with basalt fibre-reinforced polymer bars under concentric compressive load	42
Rheological behavior and fresh properties of self-compacting high strength concrete containing recycled PP particles with fly ash and silica fume blended	42
Effect of microbially induced calcite precipitation treatment on the bonding properties of steel fiber in ultra-high performance concrete	42
Circular economy in built environment – Literature review and theory development	42
Bond behaviour of high-strength steel rebars in normal (NSC) and ultra-high performance concrete (UHPC)	42
Sustainable development of ultra high performance concrete using geopolymer technology	42
Applications of reinforcement learning for building energy efficiency control: A review	41
A review of printing strategies, sustainable cementitious materials and characterization methods in the context of extrusion-based 3D concrete printing	41
Investigation on Performance Enhancement of Fly ash-GGBFS Based Graphene Geopolymer Concrete	41
Influence of metakaolin on fresh properties, mechanical properties and corrosion resistance of concrete and its sustainability issues: A review	41
Use of ceramic wastes as aggregates in concrete production: A review	41
Exploring the impact performance of functionally-graded preplaced aggregate concrete incorporating steel and polypropylene fibres	41
An environmentally friendly sound insulation material from post-industrial textile waste and natural rubber	41
Evolution of close-range detection and data acquisition technologies towards automation in construction progress monitoring	41
Valorization of phosphogypsum in cement-based materials: Limits and potential in eco-efficient construction	40
Cleaner production of concrete by using industrial by-products as fine aggregate: A sustainable solution to excessive river sand mining	40
Digitizing material passport for sustainable construction projects using BIM	40
Effects of recycled fine aggregates on properties of concrete containing natural or recycled coarse aggregates: A comparative study	40
Properties of the foam concrete containing waste brick powder derived from construction and demolition waste	40
Seismic control of adaptive variable stiffness intelligent structures using fuzzy control strategy combined with LSTM	40
Sustainable use of seashells as binder in concrete production: Prospect and challenges	40
Hydration behavior and strength development of supersulfated cement prepared by calcined phosphogypsum and slaked lime	40
Personal protective equipment (PPE) usage in construction projects: A scientometric approach	40
Seismic performance of an existing RC structure retrofitted with buckling restrained braces	39
Analysis and management of structural deformations through parametric models and HBIM workflow in architectural heritage	39
Parametric investigation of the assembled bolt-connected buckling-restrained brace and performance evaluation of its application into structural retrofit	39
Performance assessment of bricks and prisms: Red mud based geopolymer composite	39
Prediction of mechanical properties of lightweight basalt fiber reinforced concrete containing silica fume and fly ash: Experimental and numerical assessment	39
Reusing marble and granite dust as cement replacement in cementitious composites: A review on sustainability benefits and critical challenges	39
State of practice of automation in precast concrete production	39
Short-term building electrical load forecasting using adaptive neuro-fuzzy inference system (ANFIS)	39
A review on shrinkage-reducing methods and mechanisms of alkali-activated/geopolymer systems: Effects of chemical additives	39
The effects of Graphene Oxide addition on hydration process, crystal shapes, and microstructural transformation of Ordinary Portland Cement	38
Activity classification using accelerometers and machine learning for complex construction worker activities	38
Non-destructive testing and Finite Element Method integrated procedure for heritage diagnosis: The Seville Cathedral case study	38
Decision support for retrofitting building envelopes using multi-objective optimization under uncertainties	38
Prefabricated versus conventional construction: Comparing life-cycle impacts of alternative structural materials	38
StructuresNet and FireNet: Benchmarking databases and machine learning algorithms in structural and fire engineering domains	38
Educational building retrofit under climate change and urban heat island effect	38
Multi-objective optimization of energy efficiency and thermal comfort in an existing office building using NSGA-II with fitness approximation: A case study	38
Optimization of envelope design for housing in hot climates using a genetic algorithm (GA) computational approach	38

Durability and protection of mass timber structures: A review	38
Development and thermal performance of nanoencapsulated PCM/ plaster wallboard for thermal energy storage in buildings	37
Neural network-based interval forecasting of construction material prices	37
Experimental studies of thermal and acoustic properties of recycled aggregate crumb rubber concrete	37
Microstructural characterization of 3D printed concrete	37
Sustainable building materials assessment and selection using system dynamics	37
Modification of water absorption and pore structure of high-volume fly ash cement pastes by incorporating nanosilica	37
Modeling for indoor temperature prediction based on time-delay and Elman neural network in air conditioning system	37
SMAs for infrastructures in seismic zones: A critical review of latest trends and future needs	37
An approach for sustainable, cost-effective and optimised material design for the prefabricated non-structural components of residential buildings	37
A data-driven fault detection and diagnosis scheme for air handling units in building HVAC systems considering undefined states	37
Improving BIM asset and facilities management processes: A Mechanical and Electrical (M&E) contractor perspective	37
Effect of functionalized multi-walled carbon nanotubes on mechanical properties and durability of cement mortars	37
One part alkali activated materials: A state-of-the-art review	37
Integrated seismic and energy retrofitting of existing buildings: A state-of-the-art review	37
Optimizing the content of nano-SiO2, nano-TiO2 and nano-CaCO3 in Portland cement paste by response surface methodology	36
Sustainable use of different wastewater in concrete construction: A review	36
Behaviour of fresh and hardened concrete incorporating marble and granite sludge as cement replacement	36
Effects of volume fraction and surface coating of textile yarns on the tensile performance of AR-glass textile reinforced concrete	36
Strength reduction factor of crumb rubber as fine aggregate replacement in concrete	36
Flexural behaviors of sandwich panels with AR-glass textile reinforced concrete under low-velocity impact	36
Mix design development of fly ash-GGBS based recycled aggregate geopolymer concrete	36
Multifunctional properties of shape memory materials in civil engineering applications: A state-of-the-art review	36
Strength, durability and microstructural investigations on pervious concrete made with fly ash and silica fume as supplementary cementitious materials	36
Conceptual design of integrated seismic and energy retrofit interventions	36
3D printable lightweight cementitious composites with incorporated waste glass aggregates and expanded microspheres – Rheological, thermal and mechanical properties	35
Review on optimization of phase change parameters in phase change material building envelopes	35
An analytical review on application of life cycle assessment in circular economy for built environment	35
An overview of a twofold effect of crystalline admixtures in cement-based materials: from permeability-reducers to self-healing stimulators	35
Automating the modular construction process: A review of digital technologies and future directions with blockchain technology	35
Comprehensive building envelope optimization: Improving energy, daylight, and thermal comfort performance of the dwelling unit	35
Influence of steam curing regimes on the properties of ultrafine POFA-based high-strength green concrete	35
Use of date palm waste fibers as sound absorption material	35
Effects of climate changes on building energy demand and thermal comfort in Canadian office buildings adopting different temperature setpoints	35
Evaluation of high-performance self-compacting concrete using alternative materials and exposed to elevated temperatures by non-destructive testing	35
Worldwide dynamic predictive analysis of building performance under long-term climate change conditions	34
Analysis of cost comparison and effects of change orders during construction: Study of a mass timber and a concrete building project	34
Effects of different kinds of carbon black nanoparticles on the piezoresistive and mechanical properties of cement-based composites	34
Heritage building maintenance management (HBMM): A bibliometric-qualitative analysis of literature	34
Integrated agent-based simulation and evacuation risk-assessment model for underground building fire: A case study	34
Towards developing a systematic knowledge trend for building energy consumption prediction	34
Multi-objective optimization of building envelope components at the preliminary design stage for residential buildings in Turkey	34
Enhanced early hydration and mechanical properties of cement-based materials with recycled concrete powder modified by nano-silica	34
Development of alkali-activated binders from recycled mixed masonry-originated waste	34
Optimization and BIM-based lifecycle assessment integration for energy efficiency retrofit of buildings	34
Environmental impact on the durability of FRP reinforcing bars	34
Improving the mechanical performance of biocomposite plaster/ Washingtonian filifira fibres using the RSM method	34
Machine learning based prediction model for thermal conductivity of concrete	34
Utilization of ceramic tile demolition waste as supplementary cementitious material: An early-age investigation	34
A review on the durability of concrete-to-concrete bond in recent rehabilitated structures	34
Effect of different burning degrees of sugarcane leaf ash on the properties of ultrahigh-strength concrete	34
Using machine learning techniques for predicting autogenous shrinkage of concrete incorporating superabsorbent polymers and supplementary cementitious materials	34
Scope of reusing waste shredded tires in concrete and cementitious composite materials: A review	33
A scientometric analysis approach to analyze the present research on recycled aggregate concrete	33
Housing and mental health during outbreak of COVID-19	33
The impact of urban form on building energy and cost efficiency in temperate-humid zones	33
Influence of coarse coal gangue aggregates on elastic modulus and drying shrinkage behaviour of concrete	33
Design optimization of cement grouting material based on adaptive boosting algorithm and simplicial homology global optimization	33
Sustainability benefits and commercialization challenges and strategies of geopolymer concrete: A review	33
A user detective adaptive facade towards improving visual and thermal comfort	33
Smart performance-based design for building fire safety: Prediction of smoke motion via AI	33
Stakeholders’ perspectives on BIM and LCA for green buildings	33
Prediction of rapid chloride permeability of self-compacting concrete using Multivariate Adaptive Regression Spline and Minimax Probability Machine Regression	33
A review on treatment techniques to improve the durability of recycled aggregate concrete: Enhancement mechanisms, performance and cost analysis	32
A parallel computing simulation-based multi-objective optimization framework for economic analysis of building energy retrofit: A case study in Iran	32
Thermal management and natural convection flow of nano encapsulated phase change material (NEPCM)-water suspension in a reverse T-shaped porous cavity enshrining two hot corrugated baffles: A boost to	32
A digital twin approach for geometric quality assessment of as-built prefabricated façades	32
The impact of imperfect maintenance actions on the degradation of buildings’ envelope components	32
Development of sustainable mortar using waste rice husk ash from rice mill plant: Physical and thermal properties	32
Experimental investigation on the influence of immersion/drying cycles on the hygrothermal and mechanical properties of hemp concrete	32
Thermal comfort and sleep quality under temperature, relative humidity and illuminance in sleep environment	32
Mechanical and microstructural characteristics of geopolymer paste, mortar, and concrete containing local zeolite and slag activated by sodium carbonate	32
Enhancing employees’ performance and well-being with nature exposure embedded office workplace design	32
Experimental investigation of mechanical properties and resistance to acid and sulphate attack of GGBS based concrete mixes with beverage glass waste as fine aggregate	32
Hydration heat, strength and microstructure characteristics of UHPC containing blast furnace slag	32
A validation of dynamic hygrothermal model with coupled heat and moisture transfer in porous building materials and envelopes	32
Thermography evaluation strategy proposal due moisture damage on building facades	32
RETRACTED: Renewable energy systems optimization by a new multi-objective optimization technique: A residential building	32
Energy efficiency of residential buildings in the kingdom of Saudi Arabia: Review of status and future roadmap	32
Thermal behaviors of clay minerals as key components and additives for fired brick properties: A review	32
Digitally enabled modular construction for promoting modular components reuse: A UK view	31
Durability of slag waste incorporated steel fiber-reinforced concrete in marine environment	31
Solar power forecast for a residential smart microgrid based on numerical weather predictions using artificial intelligence methods	31
An experimental study on fracture energy of alkali activated slag composites incorporated different fibers	31
Durability characteristics of geopolymer concrete - Progress and perspectives	31
A review on indoor green plants employed to improve indoor environment	31
Mechanical enhancement for EMW-absorbing cementitious material using 3D concrete printing	31
Acoustic and thermal performance of sustainable fiber reinforced thermoplastic composite panels for insulation in buildings	31
Synergistic cementing efficiencies of nano-silica and micro-silica in carbonation resistance and sorptivity of concrete	30
The use of Monte Carlo method to assess the uncertainty of thermal comfort indices PMV and PPD: Benefits of using a measuring set with an operative temperature probe	30
Aerobic non-ureolytic bacteria-based self-healing cementitious composites: A comprehensive review	30
Assessment of geopolymer composites durability at one year age	30
Impact resistance of steel fiber-reinforced self-compacting concrete (SCC) at high strain rates	30
Use of waste marble and granite dust in structural applications: A review	30
Accurate heating, ventilation and air conditioning system load prediction for residential buildings using improved ant colony optimization and wavelet neural network	30