Journal of Building Engineering

Article	Citations
Digital twin application in the construction industry: A literature review	235
Artificial intelligence in the construction industry: A review of present status, opportunities and future challenges	231
A review of strategies for building energy management system: Model predictive control, demand side management, optimization, and fault detect & diagnosis	220
Deep learning in the construction industry: A review of present status and future innovations	186
Machine learning applications for building structural design and performance assessment: State-of-the-art review	161
Use of fine recycled concrete aggregates in concrete: A critical review	145
Building energy consumption prediction for residential buildings using deep learning and other machine learning techniques	139
Circular economy in the building and construction sector: A scientific evolution analysis	139
An overview of factors influencing thermal conductivity of building insulation materials	134
Structural health monitoring of civil engineering structures by using the internet of things: A review	131
Compressive strength prediction of eco-efficient GGBS-based geopolymer concrete using GEP method	123
Incorporation of phase change materials into building envelope for thermal comfort and energy saving: A comprehensive analysis	115
Durability deterioration of concrete under marine environment from material to structure: A critical review	110
Biomass ashes from agricultural wastes as supplementary cementitious materials or aggregate replacement in cement/geopolymer concrete: A comprehensive review	97
Technological performance of açaí natural fibre reinforced cement-based mortars	93
3D printed concrete for large-scale buildings: An overview of rheology, printing parameters, chemical admixtures, reinforcements, and economic and environmental prospects	91
A multi-objective home energy management system based on internet of things and optimization algorithms	90
Robotic technologies for on-site building construction: A systematic review	77
Properties of geopolymers sourced from construction and demolition waste: A review	76
Vision-based concrete crack detection using a hybrid framework considering noise effect	76
Recycled aggregates from construction and demolition waste towards an application on structural concrete: A review	72
Use of recycled plastic in self-compacting concrete: A comprehensive review on fresh and mechanical properties	72
Application of eco-friendly alternative activators in alkali-activated materials: A review	72
Fiber-reinforced alkali-activated concrete: A review	72
A review on thermal energy storage using phase change materials in passive building applications	70

Digital Twin Research in the AECO-FM Industry	69
Fresh, strength and microstructure properties of geopolymer concrete incorporating lime and silica fume as replacement of fly ash	69
Enhancement of mechanical properties of fly ash geopolymer containing fine recycled concrete aggregate with micro carbon fiber	69
Sugarcane bagasse ash-based engineered geopolymer mortar incorporating propylene fibers	68
Experimental study of a composite beam externally bonded with a carbon fiber-reinforced plastic plate	66
Mechanical and thermal properties of lightweight recycled plastic aggregate concrete	64
Phosphogypsum recycling: New horizons for a more sustainable road material application	62
Barriers to the implementation of Building Information Modelling (BIM) for facility management	61
Impact of natural and social environmental factors on building energy consumption: Based on bibliometrics	61
3D recycled mortar printing: System development, process design, material properties and on-site printing	60
Predictive models for concrete properties using machine learning and deep learning approaches: A review	60
Durability characteristics of high and ultra-high performance concretes	60
Measurement of CO2 concentration for occupancy estimation in educational buildings with energy efficiency purposes	59
Comparative experimental investigation of natural fibers reinforced light weight concrete as thermally efficient building materials	59
Use of high strength, high ductility engineered cementitious composites (ECC) to enhance the flexural performance of reinforced concrete beams	59
A schematic framework for Life Cycle Assessment (LCA) and Green Building Rating System (GBRS)	59
Impact of fiber reinforcements on properties of geopolymer composites: A review	58
Social sustainability assessment framework for managing sustainable construction in residential buildings	58
A review on application of soft computing techniques for the rapid visual safety evaluation and damage classification of existing buildings	58
A systematic review of emerging technologies in industrialized construction	58
Recent tools and techniques of BIM-Based Augmented Reality: A systematic review	58
Long-term performance of novel high-calcium one-part alkali-activated cement developed from thermally activated lime kiln dust	58
Indoor air quality and health in schools: A critical review for developing the roadmap for the future school environment	58
Modelling the energy performance of residential buildings using advanced computational frameworks based on RVM, GMDH, ANFIS-BBO and ANFIS-IPSO	56
Cracking behaviour and constitutive modelling of hybrid fibre reinforced concrete	56
Mechanical and durability properties of ultra-high performance concrete incorporated with various nano waste materials under different curing conditions	55
Hydration, reinforcing mechanism, and macro performance of multi-layer graphene-modified cement composites	53
Multi-objective optimization of building energy performance using a particle swarm optimizer with less control parameters	53
A critical review on drying shrinkage mitigation strategies in cement-based materials	52
Mechanical properties of GGBFS-based geopolymer concrete incorporating natural zeolite and silica fume with an optimum design using response surface method	52
Automated PPE-Tool pair check system for construction safety using smart IoT	52
Lighting system control techniques in commercial buildings: Current trends and future directions	52
Optimization of mixture proportions by statistical experimental design using response surface method - A review	52
Soft computing techniques: Systematic multiscale models to predict the compressive strength of HVFA concrete based on mix proportions and curing times	52
COVID-19 and healthy home preferences: The case of apartment residents in Tehran	51
The role of nanomaterials in geopolymer concrete composites: A state-of-the-art review	51
Mechanical properties and pore structure of recycled aggregate concrete made with iron ore tailings and polypropylene fibers	51
A systematic review of bacteria-based self-healing concrete: Biomineralization, mechanical, and durability properties	51
Explainable machine learning models for punching shear strength estimation of flat slabs without transverse reinforcement	50
A comprehensive review on effects of mineral admixtures and fibers on engineering properties of ultra-high-performance concrete	50
Model predictive control of heating, ventilation, and air conditioning (HVAC) systems: A state-of-the-art review	50
Novel metaheuristic-based tuning of PID controllers for seismic structures and verification of robustness	50
Thermal behavior analysis of hollow bricks filled with phase-change material (PCM)	50
Properties of eco-friendly cement mortar contained recycled materials from different sources	50
A comprehensive literature review on development of Building Sustainability Assessment Systems	49
Influence of recycled concrete aggregates and Coal Bottom Ash on various properties of high volume fly ash-self compacting concrete	49
Recent advancements in the use of biochar for cementitious applications: A review	49
ABAQUS modeling for post-tensioned reinforced concrete beams	48
Design optimization of office building envelope based on quantum genetic algorithm for energy conservation	48
Durability and mechanical properties of seashell partially-replaced cement	48

Energy-efficient heating control for smart buildings with deep reinforcement learning	48
Automated crack segmentation in close-range building façade inspection images using deep learning techniques	48
Machine learning-aided design and prediction of cementitious composites containing graphite and slag powder	48
Utilization of sheep wool as potential fibrous materials in the production of concrete composites	48
Developing a conceptual framework for the application of digital twin technologies to revamp building operation and maintenance processes	47
Microstructure of ultra-high-performance concrete (UHPC) – A review study	47
Review of connections for engineered bamboo structures	47
Thermal comfort in hospital buildings – A literature review	47
Drying shrinkage and creep properties of prepacked aggregate concrete reinforced with waste polypropylene fibers	46
Smart building management system: Performance specifications and design requirements	46
Multi-material additive manufacturing in architecture and construction: A review	46
Influence of fibers on the mechanical properties and durability of ultra-high-performance concrete: A review	46
Methodologies to mitigate wind-induced vibration of tall buildings: A state-of-the-art review	46
Thermal and compressive behaviors of fly ash and metakaolin-based geopolymer	46
Vision-based robotic system for on-site construction and demolition waste sorting and recycling	46
Evaluating structural response of concrete-filled steel tubular columns through machine learning	46
A comprehensive literature review of Multi-Criteria Decision Making methods in heritage buildings	45
Lateritic soil based-compressed earth bricks stabilized with phosphate binder	45
Modeling the influences of layouts of residential townhouses and tree-planting patterns on outdoor thermal comfort in Bangkok suburb	45
Energy usage reduction in an air handling unit by incorporating two heat recovery units	45
Application of circular economy principles in buildings: A systematic review	45
Performance evaluation of high-strength concrete reinforced with basalt fibers exposed to elevated temperatures	45
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	45
Mechanical strength and permeation properties of high calcium fly ash-based geopolymer containing recycled brick powder	45
Numerical investigation on the bearing capacity of RC columns strengthened by HPFL-BSP under combined loadings	44
Effects of metakaolin on the hydration development of Portland–composite cement	44
Research on the properties of rubber concrete containing surface-modified rubber powders	44
Scene understanding in construction and buildings using image processing methods: A comprehensive review and a case study	44
Satellite radar interferometry: Potential and limitations for structural assessment and monitoring	44
Machine learning-based approaches for seismic demand and collapse of ductile reinforced concrete building frames	43
A machine learning-based time-dependent shear strength model for corroded reinforced concrete beams	43
Acceptance model of precast concrete components in building construction based on Technology Acceptance Model (TAM) and Technology, Organization, and Environment (TOE) framework	43
Machine learning-aided engineering services' cost overruns prediction in high-rise residential building projects: Application of random forest regression	43
Influence of rubber particles on the properties of foam concrete	43
A systematic review of waste materials in cement-based composites for construction applications	43
The present state of the use of eggshell powder in concrete: A review	43
A review on geopolymer in potential coating application: Materials, preparation and basic properties	43
Seismic retrofitting of existing frame buildings through externally attached sub-structures: State of the art review and future perspectives	43
Study on ventilation rates and assessment of infection risks of COVID-19 in an outpatient building	43
Stress-strain behavior of polyethylene terephthalate fiber-reinforced polymer-confined normal-, high- and ultra high-strength concrete	43
Towards intelligent structural design of buildings: A BIM-based solution	42
Investigating the impact of inflation on building materials prices in construction industry	42
Utilization of nano-metakaolin in concrete: A review	42
Optimum recycled concrete aggregate and micro-silica content in self-compacting concrete: Rheological, mechanical and microstructural properties	42
A concrete damage plasticity model for predicting the effects of compressive high-strength concrete under static and dynamic loads	41
Wool and coir fiber reinforced gypsum ceiling tiles with enhanced stability and acoustic and thermal resistance	41
Sustainable use of palm oil fuel ash as a supplementary cementitious material: A comprehensive review	41
Could city sewage sludge be directly used into clay bricks for building construction? A comprehensive case study from Brazil	41
Development of flowable ultra-lightweight concrete using expanded glass aggregate, silica aerogel, and prefabricated plastic bubbles	41
Experimental and numerical investigations of steel fiber reinforced concrete dapped-end purlins	41
Use of ceramic wastes as aggregates in concrete production: A review	41
Improving the behaviors of foam concrete through the use of composite binder	40
Combining computer vision with semantic reasoning for on-site safety management in construction	40
Assessment of construction workers’ perceived risk using physiological data from wearable sensors: A machine learning approach	40
Properties of the foam concrete containing waste brick powder derived from construction and demolition waste	40
EvacuSafe: A real-time model for building evacuation based on Dijkstra's algorithm	40
Exploring the impact performance of functionally-graded preplaced aggregate concrete incorporating steel and polypropylene fibres	40
An environmentally friendly sound insulation material from post-industrial textile waste and natural rubber	39
A review of printing strategies, sustainable cementitious materials and characterization methods in the context of extrusion-based 3D concrete printing	39
Properties of cement mortar incorporated high volume fraction of GGBFS and CKD from 1 day to 550 days	39
Rheological behavior and fresh properties of self-compacting high strength concrete containing recycled PP particles with fly ash and silica fume blended	39
Investigation on Performance Enhancement of Fly ash-GGBFS Based Graphene Geopolymer Concrete	39
Personal protective equipment (PPE) usage in construction projects: A scientometric approach	39
Influence of metakaolin on fresh properties, mechanical properties and corrosion resistance of concrete and its sustainability issues: A review	39
Sustainable development of ultra high performance concrete using geopolymer technology	39
An experimental study on the mechanical and durability properties assessment of E-waste concrete	39
Sound absorption performance of modified concrete: A review	38
Decision support for retrofitting building envelopes using multi-objective optimization under uncertainties	38
A review of the factors affecting the properties and performance of hemp aggregate concretes	38
A review on fracture properties of steel fiber reinforced concrete	38
Efficient estimating compressive strength of ultra-high performance concrete using XGBoost model	38
Mechanical properties, chloride resistance and microstructure of Portland fly ash cement concrete containing high volume bagasse ash	38
Performance assessment of bricks and prisms: Red mud based geopolymer composite	37
Axial performance of seawater sea-sand concrete columns reinforced with basalt fibre-reinforced polymer bars under concentric compressive load	37
Modification of water absorption and pore structure of high-volume fly ash cement pastes by incorporating nanosilica	37
Optimization of envelope design for housing in hot climates using a genetic algorithm (GA) computational approach	37
Experimental studies of thermal and acoustic properties of recycled aggregate crumb rubber concrete	37
Influencing factors of the future utilisation of construction robots for buildings: A Hong Kong perspective	37
Effect of microbially induced calcite precipitation treatment on the bonding properties of steel fiber in ultra-high performance concrete	37
Prediction of mechanical properties of lightweight basalt fiber reinforced concrete containing silica fume and fly ash: Experimental and numerical assessment	37

Non-destructive testing and Finite Element Method integrated procedure for heritage diagnosis: The Seville Cathedral case study	37
Effects of recycled fine aggregates on properties of concrete containing natural or recycled coarse aggregates: A comparative study	37
Evolution of close-range detection and data acquisition technologies towards automation in construction progress monitoring	37
Seismic performance of an existing RC structure retrofitted with buckling restrained braces	37
Multi-objective optimization of energy efficiency and thermal comfort in an existing office building using NSGA-II with fitness approximation: A case study	37
Valorization of phosphogypsum in cement-based materials: Limits and potential in eco-efficient construction	37
Hydration behavior and strength development of supersulfated cement prepared by calcined phosphogypsum and slaked lime	37
Parametric investigation of the assembled bolt-connected buckling-restrained brace and performance evaluation of its application into structural retrofit	37
A review of “3D concrete printing”: Materials and process characterization, economic considerations and environmental sustainability	36
Durability and protection of mass timber structures: A review	36
The effects of Graphene Oxide addition on hydration process, crystal shapes, and microstructural transformation of Ordinary Portland Cement	36
State of practice of automation in precast concrete production	36
Sustainable use of seashells as binder in concrete production: Prospect and challenges	36
The challenges confronting the growth of sustainable prefabricated building construction in Australia: Construction industry views	36
Bond behaviour of high-strength steel rebars in normal (NSC) and ultra-high performance concrete (UHPC)	36
Applications of reinforcement learning for building energy efficiency control: A review	36
Modeling for indoor temperature prediction based on time-delay and Elman neural network in air conditioning system	36
Incorporation of agricultural residues as partial substitution for cement in concrete and mortar – A review	36
Prefabricated versus conventional construction: Comparing life-cycle impacts of alternative structural materials	36
Digitizing material passport for sustainable construction projects using BIM	35
Theoretical analysis on the lateral drift of precast concrete frame with replaceable artificial controllable plastic hinges	35
Development and thermal performance of nanoencapsulated PCM/ plaster wallboard for thermal energy storage in buildings	35
Conceptual design of integrated seismic and energy retrofit interventions	35
Seismic control of adaptive variable stiffness intelligent structures using fuzzy control strategy combined with LSTM	35
Influence of steam curing regimes on the properties of ultrafine POFA-based high-strength green concrete	35
Synthesis of sustainable lightweight foamed concrete using palm oil fuel ash as a cement replacement material	35
Cleaner production of concrete by using industrial by-products as fine aggregate: A sustainable solution to excessive river sand mining	35
Evaluation of high-performance self-compacting concrete using alternative materials and exposed to elevated temperatures by non-destructive testing	35
An effective deep feedforward neural networks (DFNN) method for damage identification of truss structures using noisy incomplete modal data	35
Performance evaluation of recycled aggregate concrete-filled steel tubes under different loading conditions: Database analysis and modelling	35
Circular economy in built environment – Literature review and theory development	35
Mechanical and permeability properties of polymer-modified concrete using hydrophobic agent	35
Activity classification using accelerometers and machine learning for complex construction worker activities	34
An overview of a twofold effect of crystalline admixtures in cement-based materials: from permeability-reducers to self-healing stimulators	34
Educational building retrofit under climate change and urban heat island effect	34
Comparative experimental investigation of novel organic materials for direct evaporative cooling applications in hot-dry climate	34
Influence of reinforcement on the performance of non-seismically detailed RC beam-column joints	34
Strength reduction factor of crumb rubber as fine aggregate replacement in concrete	34
Behaviour of fresh and hardened concrete incorporating marble and granite sludge as cement replacement	34
SMAs for infrastructures in seismic zones: A critical review of latest trends and future needs	34
A review on shrinkage-reducing methods and mechanisms of alkali-activated/geopolymer systems: Effects of chemical additives	34
Predicting uniaxial compressive strength of oil palm shell concrete using a hybrid artificial intelligence model	34
Energy efficient 3D printed buildings: Material and techniques selection worldwide study	34
Use of date palm waste fibers as sound absorption material	34
Improving BIM asset and facilities management processes: A Mechanical and Electrical (M&E) contractor perspective	34
Reusing marble and granite dust as cement replacement in cementitious composites: A review on sustainability benefits and critical challenges	34
Prediction of rapid chloride permeability of self-compacting concrete using Multivariate Adaptive Regression Spline and Minimax Probability Machine Regression	34
Microstructural characterization of 3D printed concrete	34
Worldwide dynamic predictive analysis of building performance under long-term climate change conditions	33
Utilization of ceramic tile demolition waste as supplementary cementitious material: An early-age investigation	33
Short-term building electrical load forecasting using adaptive neuro-fuzzy inference system (ANFIS)	33
Effect of different burning degrees of sugarcane leaf ash on the properties of ultrahigh-strength concrete	33
Applications of natural and synthetic fiber reinforced polymer in infrastructure: A suitability assessment	33
Scope of reusing waste shredded tires in concrete and cementitious composite materials: A review	33
A simulation-based model for courtyard housing design based on adaptive thermal comfort	33
Review on optimization of phase change parameters in phase change material building envelopes	33
Flexural behaviors of sandwich panels with AR-glass textile reinforced concrete under low-velocity impact	33
Effect of functionalized multi-walled carbon nanotubes on mechanical properties and durability of cement mortars	33
An approach for sustainable, cost-effective and optimised material design for the prefabricated non-structural components of residential buildings	33
A data-driven fault detection and diagnosis scheme for air handling units in building HVAC systems considering undefined states	33
Sustainable use of different wastewater in concrete construction: A review	33
Design optimization of cement grouting material based on adaptive boosting algorithm and simplicial homology global optimization	33
A comparison between the daylighting and energy performance of courtyard and atrium buildings considering the hot climate of Saudi Arabia	33
Analysis of cost comparison and effects of change orders during construction: Study of a mass timber and a concrete building project	32
Development of alkali-activated binders from recycled mixed masonry-originated waste	32
Yearly analysis of peak temperature, thermal amplitude, time lag and decrement factor of a building envelope in tropical climate	32
Integrated agent-based simulation and evacuation risk-assessment model for underground building fire: A case study	32
Environmental impact on the durability of FRP reinforcing bars	32
Improving the mechanical performance of biocomposite plaster/ Washingtonian filifira fibres using the RSM method	32
Influence of coarse coal gangue aggregates on elastic modulus and drying shrinkage behaviour of concrete	32
Neural network-based interval forecasting of construction material prices	32
A Taguchi approach for study on impact response of ultra-high-performance polypropylene fibrous cementitious composite	32
Effects of volume fraction and surface coating of textile yarns on the tensile performance of AR-glass textile reinforced concrete	32
Stakeholders’ perspectives on BIM and LCA for green buildings	32
Thermography evaluation strategy proposal due moisture damage on building facades	32
Multifunctional properties of shape memory materials in civil engineering applications: A state-of-the-art review	32
RETRACTED: Renewable energy systems optimization by a new multi-objective optimization technique: A residential building	32
Analysis and management of structural deformations through parametric models and HBIM workflow in architectural heritage	32
An investigation on the influence of nano silica morphology on the characteristics of cement composites	32
Flexural performance of FRP/steel hybrid reinforced engineered cementitious composite beams	32
Smart performance-based design for building fire safety: Prediction of smoke motion via AI	32
Sustainable building materials assessment and selection using system dynamics	31
An experimental study on fracture energy of alkali activated slag composites incorporated different fibers	31
Automating the modular construction process: A review of digital technologies and future directions with blockchain technology	31
Sustainability benefits and commercialization challenges and strategies of geopolymer concrete: A review	31
Optimizing the content of nano-SiO2, nano-TiO2 and nano-CaCO3 in Portland cement paste by response surface methodology	31
Design strategies using multi-criteria decision-making tools to enhance the performance of building façades	31
The impact of imperfect maintenance actions on the degradation of buildings’ envelope components	31
Experimental investigation on the influence of immersion/drying cycles on the hygrothermal and mechanical properties of hemp concrete	31
Multi-objective optimization of building envelope components at the preliminary design stage for residential buildings in Turkey	31
Durability of slag waste incorporated steel fiber-reinforced concrete in marine environment	31
Experimental investigation of mechanical properties and resistance to acid and sulphate attack of GGBS based concrete mixes with beverage glass waste as fine aggregate	31
One part alkali activated materials: A state-of-the-art review	31
Development of sustainable mortar using waste rice husk ash from rice mill plant: Physical and thermal properties	30
A validation of dynamic hygrothermal model with coupled heat and moisture transfer in porous building materials and envelopes	30