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The Covid-19 crisis has inflicted a disruptive impact on the conventional institutional format of architecture studio pedagogy. As a result, there is a critical suddenness for an alternative approach to ensure continuity. The research pursues is to pursue a multidisciplinary study with a focus on the following domains: architecture, the science of learning and e-learning architecture. Inference from the study would become the basis for a theoretical proposition for improvement of the existing pedagogical framework. Moreover, the literature would add valuable insights to the knowledge base.

An exploratory research approach is used for this study. The inquiry-based approach enlightens on the role of the architect in society. Also, the nature of architectural design education that existed prior to the Covid-19 outbreak is examined. Further, the paper explores the impact of the paradigm shift from institutional mode to e-learning mode overnight. Purposefully multi-disciplinary studies are pursued to develop a broad understanding of the associated domains. This could effectively contribute to developing an effective pedagogical framework. This would facilitate the conduct of architecture studio discourse in a structured manner during the current scenario.

The confluence approach – a theoretical proposition for effective structuring of architecture studio pedagogy has evolved as part of the research. Further, the proposed virtual learning pyramid enlightens on the drive to continue on with augmentation of students existing creative acumen. Which is one of the universally sought-after goals of studio pedagogy even during times of uncertainties.

Pedagogues would find the study very meaningful for the conduct of architecture design studio in e-learning mode. They would also acquire a broad understanding of factors to be considered. The research would pave way for future studies in this area from a multi-disciplinary perspective.

The current Covid-19 crisis deters architecture studio discourse from being conducted in an accustomed institutional format. Therefore, it becomes important for institutions to ensure continuity of architectural education with the help of new measures. In concurrence, the research envisions an alternative approach: virtual design studio using e-learning mode. This would ensure continuity of architectural education even when the instructor and students are separated in either time or place.

The study presents a unique contribution to the limited literature available on architecture studio pedagogy during the e-learning scenario.

Challenges of conducting site visit activities, a vital component of architecture learning during the recent pandemic have proved our unreadiness in facing the digital future. The lack of understanding of learning technology has affected the education experience. Thus, there is a need to investigate immersive learning technology such as immersive virtual reality (IVR) to replace students’ concrete experience in the current learning setting. This study aims to answer: (1) What is the influence of IVR in experiential learning (EL) in enhancing the personal spatial experience? (2) Does IVR in EL influence students' approach to learning during the architecture design process?

The research was conducted as an action research design approach. Action research was employed in the first-year architecture design studio by the lecturer as a practitioner-researcher. The personal spatial experience survey was performed in the earlier phase to identify the students’ prior spatial experience. Architectural Spatial Experience Simulation (ASES) a learning tool was implemented and assessed with Architecture Design Learning Assessment (ADLA) rubric, which was developed to evaluate EL and student’s approach to learning during the architecture design learning process.

The outcomes revealed that ASES as a learning tool in EL could improve the participants’ spatial experience, particularly those with minimal prior personal spatial experience. ASES was recognized to enhance the participants’ EL experience and encourage changes in student’s approach to learning from surface to deep learning.

This research benefits the architecture design learning process by offering a learning tool and a framework to resolve challenges in performing site visit activities and digital learning. It also contributes by expanding the EL theory and students’ approach to learning knowledge in the architecture education field.

This article proposes an architecture of an intelligent and autonomous recommendation system to be applied to any virtual learning environment, with the objective of efficiently recommending digital resources. The paper presents the architectural details of the intelligent and autonomous dimensions of the recommendation system. The paper describes a hybrid recommendation model that orchestrates and manages the available information and the specific recommendation needs, in order to determine the recommendation algorithms to be used. The hybrid model allows the integration of the approaches based on collaborative filter, content or knowledge. In the architecture, information is extracted from four sources: the context, the students, the course and the digital resources, identifying variables, such as individual learning styles, socioeconomic information, connection characteristics, location, etc. Tests were carried out for the creation of an academic course, in order to analyse the intelligent and autonomous capabilities of the architecture.

Formal architecture curriculum necessitates students to observe their architectural experience and environment, which cannot be comprehended entirely in a classroom alone. However, complications in handling site visits and the Covid-19 pandemic can affect their overall learning experience. This study seeks to uncover (1) how a learning tool can be designed to actively enrich novice designers' personal spatial understanding and (2) how will the experiential learning (EL) with immersive learning technology (ILT) replace the actual concrete experience (CE) in enriching the novice designers' personal spatial experience during the architecture design process.

The current research focuses on novice designers (first-year architecture students) who seem to lack personal spatial experience. Findings from a personal spatial experience survey (PSES) conducted in the earlier stage of the research established that each learner had had a different level of spatial experience, which affected their approach in the design process. A learning tool called Architectural Spatial Experience Simulation (ASES) was designed, developed, implemented and evaluated with an experiential learning model (ELM) framework.

The findings suggest that the use of ASES in the ELM significantly increased the learners' spatial experience. However, the simulation and framework demonstrated a different effect on the participants' spatial experience, particularly on learners with minimal spatial experience.

This study benefits the architecture learning process by providing a tool and a framework to remedy the emerging issue concerning novice designers. The finding contributes to the body of knowledge by expanding the application of EL theory in architecture education.

This study intends to review the existing studies on the application of immersive learning technology (ILT) in architecture education field. A systematic literature review (SLR) was conducted on the characteristics and implementation of ILT, research purpose, approach and outcome of research.

The PICO concept (Population, Intervention, Comparison, Outcome measures) was used to form the research keywords. The Scopus database was searched and supported by supplementary search on Google Scholar, ProQuest, Emerald Insight and Springer Link. Based on the inclusion and exclusion criteria, 19 peer-reviewed journal articles published between 2013 and 2019 were identified.

Virtual reality was found to be the most prevalent ILT applied in architecture education and commonly used as simulation. Most of the studies were applied in year-two architecture study and were mainly implemented for architecture design subject. Very few studies have associated the use of ILT with learning theories, and most of the existing studies have examined the effect of ILT on learning performance. Motivation was found to be the dominant emotional state, and most of the interventions deal with a higher cognitive level.

Only a small number of articles were selected due to the limited number of studies on the subject. Nevertheless, analysis of the selected few has provided valuable insight into the current scenario of the research topic.

This study adds to the existing literature by examining the existing empirical evidence on ILT intervention in the architecture education field. The findings will contribute towards innovating the learning process among architecture students and encouraging the use the ILT as part of architecture education system in higher education institutions.

This study aims to provide insight into the patterns and trends in the literature on the direction of future studio education in architecture schools, and can be useful to architecture schools, researchers and boards of studies in making decisions on how to move forward post-COVID-19.

This study conducted a thematic review (TR) from SCOPUS and WoS that discuss the direction of future architecture studio education in the post-COVID-19 era and their recommendations for how to move forward.

The final theme is feedback studies, innovation in studio teaching, and a new model for post-COVID-19 studio education.

Due to the temporal constraints of the data investigated between 2020 and 2022 based on the post-COVID period, only 13 publications were assessed based on the search strings utilized in this study, considering the decision and efforts made after COVID-19 among the participating architectural schools.

This study will prove helpful to architecture schools, studio education researchers and the architecture board of studies.

This study intends to promote blended learning and enables the student to access the materials from anywhere at any time while enjoying the benefits of face-to-face (F2F) support and instruction.

This is the first review paper for architecture studio education post-COVID-19, as well as the first to use a TR approach to analyze the available literature on the subject. The focus on the post-COVID-19 period and the use of TR allow for a comprehensive understanding of the trends and patterns in the literature on the direction of future studio education in architecture schools. Additionally, this research aligns with the United Nations Sustainable Development Goal 4 on ensuring inclusive and equitable quality education and promoting lifelong learning opportunities for all, as it seeks to address the challenges and opportunities presented by the pandemic to support the learning and development of architecture students.

Ancient Chinese architecture is famous for its wooden frame structure and unique position in world architecture history. As numerous types of components and complex combinations exist, the overall structural system and how they are interlocked have always been crucial but challenging parts of the study. Students find it hard to understand and remember the concepts using traditional 2D paper media, making such knowledge unattractive to pass on to the new generation. To overcome the challenges, this research aims to examine the effect of combining Virtual Reality (VR) with digital interaction games in learning structural characteristics (dougong) of ancient Chinese architecture.

This research develops an interactive cognitive system in the VR environment based on constructivist theory to improve the learning approach of ancient Chinese architecture. Applying an experimental procedure, the feedback of an experimental group using the VR cognition system and a control group using traditional learning 2D media are collected to examine the differences in learning effectiveness and user experience.

This study develops an interactive cognitive system to aid in learning the structural system of ancient Chinese architecture. The results indicate that integrating VR and interactive learning games can increase students' positive attitudes and learning effectiveness towards ancient Chinese architecture.

This study integrates VR technology and interactive games to improve the learning approach. It examines the effect of applying the concept of human–computer interaction in learning ancient Chinese buildings. The concept of designing the interactive cognitive system is expected to guide students gradually to be the main body of learning and stimulate their learning enthusiasm and motivation.

The purpose of this paper is to propose a distributed deep learning architecture for smart cities in big data systems.

We have proposed an architectural multilayer to describe the distributed deep learning for smart cities in big data systems. The components of our system are Smart city layer, big data layer, and deep learning layer. The Smart city layer responsible for the question of Smart city components, its Internet of things, sensors and effectors, and its integration in the system, big data layer concerns data characteristics 10, and its distribution over the system. The deep learning layer is the model of our system. It is responsible for data analysis.

We apply our proposed architecture in a Smart environment and Smart energy. 10; In a Smart environment, we study the Toluene forecasting in Madrid Smart city. For Smart energy, we study wind energy foresting in Australia. Our proposed architecture can reduce the time of execution and improve the deep learning model, such as Long Term Short Memory10;.

This research needs the application of other deep learning models, such as convolution neuronal network and autoencoder.

Findings of the research will be helpful in Smart city architecture. It can provide a clear view into a Smart city, data storage, and data analysis. The 10; Toluene forecasting in a Smart environment can help the decision-maker to ensure environmental safety. The Smart energy of our proposed model can give a clear prediction of power generation.

The findings of this study are expected to contribute valuable information to decision-makers for a better understanding of the key to Smart city architecture. Its relation with data storage, processing, and data analysis.

This study explored the virtual design studio as a transformative learning model for the disaster and resilience context, including the factors that affect students' perceptions and experiences of the quality of this adaptation.

Data obtained from 248 students who took online design studios during the lockdown in 15 universities in Jordan highlight many factors that make the experience of the online design studio more challenging. Despite these challenges, strongly positive aspects of the online studio were evident and widely discussed.

A model of a hyper-flexible design studio in which students can have a direct contact with their instructor when needed – in addition to online activities, reviews and written feedback – is highly recommended for the beginner years. This HyFlex model will enrich students' learning and understanding of the fundamentals of design and ensure that technology solutions deliver significant and sustainable benefits.

For students, studying architecture necessitates a fundamental shift in the learning mode and attitude in the transition from school. Beginner students are often surprised by the new mode of learning-by-doing and the new learner identity that they must adopt and adapt to in the design studio. Moreover, due to the coronavirus disease 2019 (COVID-19) pandemic, architecture teaching has moved online. Both instructors and students are experiencing dramatic changes in their modes of teaching and learning due to the sudden move from on-campus design studios to a virtual alternative, with only the bare minimum of resources and relevant experience.

There is considerable variety in the use and citation of Wenger’s framework of communities of practice in educational research. In some cases, citations and references to Wenger’s work are superficial and lack meaningful theoretical application. In others, citations and use of Wenger’s work are critical and insightful, thoughtfully applying Wenger’s framework to a range of educational settings. The effect of these variable uses is a conceptual slippage that leads to the framework being misapplied, misunderstood and over-simplified. In this chapter I foreground the under-used idea of learning architectures. A learning architecture consists of an assemblage of components that may allow learning to take place. Such an assemblage might consist of a place (rooms, workshops, facilities), tools and equipment (textbooks, materials, handbooks, reading lists) and activities that require and encourage mutual engagement (seminars, tutorials, group presentations). In this chapter, drawing on previously published ethnographic research, one teacher-training course is used to model a learning architecture approach. At the same time, the chapter introduces and resolves one of the more contested aspects of Wenger’s framework, namely the position of pedagogy and assessment within a community of practice.