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Search Results (21,534)

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17 pages, 369 KB  
Proceeding Paper
Net-Zero Now: Pathways to Accelerate Building Decarbonisation
by Olusegun Oguntona, Thabang Modula and Clinton Aigbavboa
Eng. Proc. 2026, 124(1), 75; https://doi.org/10.3390/engproc2026124075 (registering DOI) - 12 Mar 2026
Abstract
The global built environment accounts for a substantial share of greenhouse gas emissions, driven by energy-intensive operations, carbon-heavy construction materials, and ageing building stock. Achieving the climate commitments under the Paris Agreement and South Africa’s Nationally Determined Contributions (NDCs) demands an urgent transition [...] Read more.
The global built environment accounts for a substantial share of greenhouse gas emissions, driven by energy-intensive operations, carbon-heavy construction materials, and ageing building stock. Achieving the climate commitments under the Paris Agreement and South Africa’s Nationally Determined Contributions (NDCs) demands an urgent transition toward net-zero carbon buildings. This paper explores strategic interventions that can fast-track decarbonisation across residential, commercial, and public infrastructure, combining technological innovation with enabling policies and market mechanisms. A structured, closed-ended questionnaire survey was administered to registered and practising construction professionals in the South African construction industry. The retrieved data were subjected to exploratory factor analysis (EFA). Findings from the EFA revealed five clusters: sustainable building advancement, policy and investment, building energy optimisation, comprehensive support, and sustainable design and technology integration strategies. The study concludes that achieving net-zero buildings at scale requires a coordinated “whole-system” approach, such as stringent regulatory frameworks, innovative financing, skilled human capital, and a cultural shift among stakeholders. South Africa’s experience can provide a template for other emerging economies, showing that rapid decarbonisation of buildings is technically feasible and economically advantageous when immediate and collaborative action is taken. Full article
(This article belongs to the Proceedings of The 6th International Electronic Conference on Applied Sciences)
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29 pages, 5148 KB  
Article
A Tripartite Evolutionary Game Analysis of the Low-Carbon Transition for Nearly Zero-Energy Office Buildings
by Sixuan Li and Xu Wang
Buildings 2026, 16(6), 1122; https://doi.org/10.3390/buildings16061122 (registering DOI) - 12 Mar 2026
Abstract
Achieving the “Dual Carbon” goals requires accelerating the near-zero energy transition of office buildings. Existing research focuses on isolated economic or technical dimensions, neglecting the dynamic evolution of tripartite collaboration among the government, developers, and users, and lacking integrated quantification of key drivers [...] Read more.
Achieving the “Dual Carbon” goals requires accelerating the near-zero energy transition of office buildings. Existing research focuses on isolated economic or technical dimensions, neglecting the dynamic evolution of tripartite collaboration among the government, developers, and users, and lacking integrated quantification of key drivers like carbon reduction, energy savings, and comfort benefits. To address this, this study develops a tripartite evolutionary game model that incorporates technical parameters, simulated with data from a nearly zero-energy office building (NZEOB). Results show that the transition is stage-dependent, shifting from initial government drive to long-term market sustainment. The economic benefits from energy savings emerge as the core decision factor in current technology adoption, often exerting a stronger influence than carbon reduction benefits, while improvements in comfort can effectively accelerate market acceptance. Technology pathways need to align with developmental stages; low-cost technologies are advisable in the early phase to lower entry barriers, whereas medium to later stages should focus on technologies with high combined benefits and system integration. Policy instruments should be dynamically optimized, with an emphasis on strengthening penalty mechanisms to establish rules in the early stage, shifting toward performance-linked incentives in the mid-to-late stages, and emphasizing compensation mechanisms to build trust. This study offers a basis for multi-party collaboration and stage-adapted strategies. Full article
(This article belongs to the Section Building Energy, Physics, Environment, and Systems)
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19 pages, 4400 KB  
Article
Enhancing Fire Safety Education Through PLC and HMI-Driven Interactive Learning
by Musa Al-Yaman, Miral AlMashayeikh, Majd AlFedailat, Ahmad M. A. Malkawi and Majid Al-Taee
Fire 2026, 9(3), 121; https://doi.org/10.3390/fire9030121 (registering DOI) - 12 Mar 2026
Abstract
Fire safety plays a vital role in protecting lives, property, and the environment, and it keeps communities and organizations running safely. Many existing fire pump control systems fall short in educational and small-to-medium industrial settings: they often control only one pump at a [...] Read more.
Fire safety plays a vital role in protecting lives, property, and the environment, and it keeps communities and organizations running safely. Many existing fire pump control systems fall short in educational and small-to-medium industrial settings: they often control only one pump at a time, rely heavily on manual monitoring, and come with high costs that limit accessibility. To address these gaps, we developed an affordable, hands-on educational kit that brings real-world fire safety systems into the classroom using modern automation technology. The system is built around a Delta DVP12SA211R PLC chosen for its built-in real-time clock, integrated RS-232/RS-485 ports for reliable communication, and expanded with DVP16SP11R digital I/O and DVP04AD-S2 analog input modules to interface with simulated sensors mimicking smoke detection and water pressure. Students interact with the system through a Delta DOP-110IS HMI, which features Ethernet connectivity for remote observation, electrical isolation for safe operation, and a 200 ms screen update rate to ensure responsive, realistic feedback. The kit enables learners to explore critical emergency scenarios, including automatic switching between jockey and main pumps, low-pressure alerts, and system failover, transforming theoretical concepts into tangible skills. In user evaluations, 57.1% of students with no prior experience reported that the simulations closely mirrored real-world systems, while 80% of those with a fire safety background found the kit reinforced their existing knowledge; notably, 57.1% of instructors rated it as highly effective for teaching core fire safety principles across diverse learner profiles. By integrating industrial-grade hardware with scenario-based learning, this tool not only deepens understanding of fire protection systems but also better prepares future engineers for the practical demands of fire safety and industrial automation careers. Full article
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29 pages, 2887 KB  
Review
Simultaneous Multi-Ion Heavy Metal Sensing Using Pulse and Stripping Voltammetry at Functionalized Nanomaterial-Modified Glassy Carbon Electrodes
by Aidyn Abilkas, Nargiz Kazhkenova, Bakhytzhan Baptayev, Robert J. O’Reilly and Mannix P. Balanay
Int. J. Mol. Sci. 2026, 27(6), 2586; https://doi.org/10.3390/ijms27062586 - 11 Mar 2026
Abstract
Glassy carbon electrodes (GCEs) have gained increased attention for the sensitive electrochemical detection of heavy metals due to their excellent chemical stability, wide potential window, and good electrical conductivity. These characteristics make GCEs an effective platform for sensor development. In particular, nanomaterial-modified GCEs [...] Read more.
Glassy carbon electrodes (GCEs) have gained increased attention for the sensitive electrochemical detection of heavy metals due to their excellent chemical stability, wide potential window, and good electrical conductivity. These characteristics make GCEs an effective platform for sensor development. In particular, nanomaterial-modified GCEs have emerged as a promising strategy, offering enhanced sensitivity, selectivity, and faster response compared to conventional analytical techniques. This review summarizes recent advances over the past five years in the use of GCEs modified with chemically synthesized nanoparticles for the simultaneous detection of multiple heavy metal ions, including cadmium, lead, mercury, and chromium. It also includes how quantum chemical methods have aided our understanding of these phenomena. Heavy metals pose significant environmental and public health risks, with well-documented neurological, cardiovascular, reproductive, and carcinogenic effects, highlighting the need for accurate and rapid monitoring methods. Regulatory limits established by organizations such as the World Health Organization and the Environmental Protection Agency further emphasize the demand for highly sensitive detection technologies. This review examines the fundamental properties of GCEs, common nanomaterial modification techniques, and their application in multi-ion detection systems. Key advantages such as cost-effectiveness, portability, and adaptability to diverse sample matrices are highlighted. Current challenges, including electrode fouling, selectivity, and matrix interference, are also addressed, along with future perspectives for improving GCE-based sensors for real-world environmental monitoring. Full article
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27 pages, 456 KB  
Review
Research on the Current Development Status of Redox Flow Batteries
by Runze Li, Han Yan, Yang Guo, Zizhen Yan, Shiling Yuan and Meng Lin
Molecules 2026, 31(6), 943; https://doi.org/10.3390/molecules31060943 - 11 Mar 2026
Abstract
In recent years, flow batteries have emerged as a crucial technological solution for large-scale energy storage, leveraging their unique power-capacity decoupling characteristics and long cycle life to demonstrate significant potential in applications such as renewable energy integration and grid frequency regulation. Based on [...] Read more.
In recent years, flow batteries have emerged as a crucial technological solution for large-scale energy storage, leveraging their unique power-capacity decoupling characteristics and long cycle life to demonstrate significant potential in applications such as renewable energy integration and grid frequency regulation. Based on differences in electrolyte systems, mainstream flow battery technologies are primarily categorized into three types: all-vanadium redox flow batteries (VRFBs), iron-chromium redox flow batteries (ICFBs), and zinc-based redox flow batteries (ZRFBs). However, each of these technologies faces critical challenges in practical commercialization: VRFBs are constrained by cost pressures due to fluctuations in vanadium resource prices and relatively low energy efficiency; ICFBs require urgent solutions to issues such as hydrogen evolution side reactions at the negative electrode and the sluggish kinetic responses of the Cr3+/Cr2+ redox couple; while ZRFBs grapple with safety concerns such as zinc dendrite growth and morphology instability. To overcome these technical bottlenecks, extensive innovative research has been conducted in key materials (electrodes, ion-exchange membranes, electrolytes). Against this backdrop, this paper systematically reviews recent advances in the modification and optimization of flow battery technologies and conducts an extended discussion on the emerging organic redox flow batteries in recent years. Full article
(This article belongs to the Special Issue Advanced Carbon Materials in Environment and Energy Storage)
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19 pages, 2058 KB  
Article
A Data-Driven, Tiered Business Support Framework for Small, Medium, and Micro-Agro-Processing Enterprises in South Africa
by Petso Mokhatla, Yonas T. Bahta and Henry Jordaan
Sustainability 2026, 18(6), 2754; https://doi.org/10.3390/su18062754 - 11 Mar 2026
Abstract
The South African Government prioritises Small, Micro-, and Medium Enterprises (SMMEs) as catalysts for employment creation, in alignment with Sustainable Development Goal 8 (SDG 8), Decent Work and Economic Growth, which advocates for sustained, inclusive, and sustainable economic growth. However, the extent to [...] Read more.
The South African Government prioritises Small, Micro-, and Medium Enterprises (SMMEs) as catalysts for employment creation, in alignment with Sustainable Development Goal 8 (SDG 8), Decent Work and Economic Growth, which advocates for sustained, inclusive, and sustainable economic growth. However, the extent to which agro-processing SMMEs translate this policy ambition into measurable socio-economic gains remains contested due to persistent structural, financial, and operational constraints. This study develops a comprehensive, data-driven business support framework tailored to agro-processing SMMEs in the Free State province of South Africa. Employing a mixed-methods approach, survey data from 88 agro-processing SMMEs were analysed across 18 business performance dimensions. Average agreement scores and performance gaps were utilised to diagnose strengths and vulnerabilities within the sector. While overall performance was relatively strong (average agreement score: 86.7%), a critical weakness emerged in operational cost management (76.1%), revealing a 14.2% gap relative to the highest-performing dimension, equipment selection (90.3%). Based on these empirical insights, the study proposes a three-tiered business support architecture: (i) maintaining and leveraging high-performing dimensions (≥85% agreement), (ii) targeted enhancement for moderate-performing areas (80–84.9%), and (iii) crisis intervention for critical weaknesses (<80%). The framework integrates cross-cutting support services, including financing, regulatory guidance, and technology access, delivered through a phased implementation strategy comprising crisis intervention, system establishment, and optimisation and scaling. A multi-channel delivery mechanism, combining a hub-and-spoke model, mobile support units, and a digital platform, ensures provincial accessibility. By translating performance diagnostics into differentiated policy action, the framework promotes efficient resource allocation, supports both high-potential and vulnerable agro-processing SMMEs, and embeds a robust monitoring and evaluation system to track key performance indicators. The study contributes to the SMME development literature by demonstrating how structured, tiered, and context-specific support models can strengthen resilience, competitiveness, and sustainable agro-industrial growth in developing-country settings. Full article
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28 pages, 6918 KB  
Article
Regional Differences in Visitor Numbers and Overnight Stays in Slovakia in the Context of the COVID-19 Pandemic
by Maksym Mykhei, Kristína Pramuková, Ľubomír Štrba, Marcela Taušová and Nikola Kottferová
Sustainability 2026, 18(6), 2753; https://doi.org/10.3390/su18062753 - 11 Mar 2026
Abstract
This study presents a comprehensive regional analysis of the COVID-19 pandemic’s impact on tourism in Slovakia during 2018–2024, employing rigorous statistical methods to quantify sectoral transformations. Based on extensive data on visitor arrivals, revenues, and accommodation facility utilisation across eight NUTS III regions, [...] Read more.
This study presents a comprehensive regional analysis of the COVID-19 pandemic’s impact on tourism in Slovakia during 2018–2024, employing rigorous statistical methods to quantify sectoral transformations. Based on extensive data on visitor arrivals, revenues, and accommodation facility utilisation across eight NUTS III regions, the analysis identifies four distinct regional tourism clusters characterised by differentiated recovery trajectories. Paired t-tests confirmed statistically significant changes in international tourist arrival indices across seven regions (p < 0.05), validating fundamental structural reorientation in tourism demand. The findings reveal pronounced heterogeneity in recovery patterns: while the Bratislava Region and the Žilina Region achieved substantial revenue growth (46.04% and 146.54%, respectively), domestically oriented regions (Banská Bystrica, Košice, Nitra, Prešov, and Trenčín) demonstrated minimal recovery (8.19% aggregate growth). Critical findings include the persistence of passive tourism dominance (94.09% of national revenues), declining international competitiveness from traditional Western European source markets, and compensatory expansion from emerging markets (USA +398.73%, Oman +234.68%, and Poland +226.55%). The ANOVA analysis revealed no statistically significant differences between regional indices in 2024 (p = 0.362), indicating market stabilisation despite differentiated trajectories. The study emphasises the necessity of regionally calibrated sustainable strategic interventions to diversify experiential tourism, activate the domestic market, and enhance technological infrastructure to build sectoral resilience against future exogenous shocks. Full article
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27 pages, 1145 KB  
Article
Something Old, Something New: WebQuests and GenAI in Teacher Education
by Peter Tiernan, Enda Donlon, Mahmoud Hamash and James Lovatt
AI Educ. 2026, 2(1), 7; https://doi.org/10.3390/aieduc2010007 - 11 Mar 2026
Abstract
Generative artificial intelligence (GenAI) has rapidly emerged as a transformative educational technology, raising questions about how educators and pre-service teachers critically engage with AI-produced content. This case study investigates how WebQuests, a long-established, inquiry-based pedagogical model, can foster critical engagement with GenAI tools. [...] Read more.
Generative artificial intelligence (GenAI) has rapidly emerged as a transformative educational technology, raising questions about how educators and pre-service teachers critically engage with AI-produced content. This case study investigates how WebQuests, a long-established, inquiry-based pedagogical model, can foster critical engagement with GenAI tools. Situated within an initial teacher education programme, a WebQuest, incorporating GenAI sources, was implemented with 24 pre-service language teachers, who engaged with curated resources alongside ChatGPT and Copilot to produce infographics for secondary school audiences. Data were collected through semi-structured interviews and were analysed using Braun and Clarke’s thematic analysis. Findings indicate that scaffolded engagement with GenAI encouraged participants to compare AI-generated outputs with trusted sources, critically evaluate accuracy and reliability, and reflect on integration into their future practice. Whilst pre-service teachers valued GenAI’s accessibility and efficiency, they expressed concerns about clarity, verbosity, and trustworthiness. The WebQuest model effectively supported synthesis of multiple information sources, fostering functional AI engagement and critical evaluation of its affordances and limitations. This case study concludes that integrating GenAI within structured, inquiry-based pedagogies advances digital and AI literacy in initial teacher education, whilst highlighting the need for institutional guidance, professional development, and further research in this area. Full article
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22 pages, 102246 KB  
Article
An Improved Method for 3D Style Transfer of Cliff Carvings Based on Gaussian Splatting
by Yang Li, He Ren, Yacong Li, Dong Sui and Maozu Guo
Math. Comput. Appl. 2026, 31(2), 47; https://doi.org/10.3390/mca31020047 - 11 Mar 2026
Abstract
Cliff carvings, as significant art forms bearing historical, cultural, and religious connotations, face dual threats from natural weathering and human-induced damage. Their protection and restoration of the artistic style present pressing challenges. In recent years, the rapid advancement of digital technologies has offered [...] Read more.
Cliff carvings, as significant art forms bearing historical, cultural, and religious connotations, face dual threats from natural weathering and human-induced damage. Their protection and restoration of the artistic style present pressing challenges. In recent years, the rapid advancement of digital technologies has offered new opportunities for preserving and reproducing cultural heritage. Particularly, 3D style transfer techniques are emerging as crucial tools for digital safeguarding. The advantages of three-dimensional style transfer in cultural heritage applications include dynamic stylized rendering, simulation of styles from multiple historical periods, alternative modes of exhibition, and facilitating a paradigm shift in conservation practices from static digital archiving to dynamic revitalization. This study proposes a novel 3D stylization method for cliff carvings by integrating 3D Gaussian Splatting (3DGS) and Nearest Neighbor Feature Matching (NNFM) loss metric. The method represents ancient cliff carvings as a set of optimizable 3D Gaussians representation, enabling efficient capture and processing of complex geometric structures and rich textural details. By integrating the textural and geometric characteristics of the target artistic style, 3DGS facilitates high-quality transfer of diverse artistic styles while effectively preserving the original intricate details of the carvings. Additionally, we employ the NNFM loss function to transfer 2D visual details into 3D representations while maintaining multi-perspective style consistency. Experimental results demonstrate that the proposed method exhibits significant advantages in texture fidelity, style consistency, and rendering efficiency. This research showcases the potential of our model for the digital preservation and presentation of cliff-carved cultural heritage, offering an innovative technological approach with theoretical value and practical significance. Full article
(This article belongs to the Special Issue Advances in Computational and Applied Mechanics (SACAM))
40 pages, 4187 KB  
Review
Recent Advances in Aptamer-Based Applications in Cardiology
by Aleksandra Kosinova, Tatiana Zamay, Yury Glazyrin, Olga Kolovskaya, Natalia Luzan, Ulyana Beloshedova, Marina Petrova, Yury Grinshtein, Maxim Berezovski and Anna Kichkailo
Int. J. Mol. Sci. 2026, 27(6), 2580; https://doi.org/10.3390/ijms27062580 - 11 Mar 2026
Abstract
Aptamers, short single-stranded DNA or RNA oligonucleotides, are emerging as transformative tools in cardiology for the diagnosis, treatment, and theranostics of cardiovascular diseases (CVDs). This review highlights their dual utility. In diagnostics, aptamers enable the construction of highly sensitive biosensors for key cardiac [...] Read more.
Aptamers, short single-stranded DNA or RNA oligonucleotides, are emerging as transformative tools in cardiology for the diagnosis, treatment, and theranostics of cardiovascular diseases (CVDs). This review highlights their dual utility. In diagnostics, aptamers enable the construction of highly sensitive biosensors for key cardiac biomarkers (e.g., troponins, myoglobin, C-reactive protein, natriuretic peptides), outperforming conventional assays and enabling early detection and point-of-care testing. Therapeutically, aptamers offer targeted, controllable, and reversible anticoagulation, as demonstrated by clinical-stage candidates like BT200 (anti-vWF) and NU172 (anti-thrombin), whose action can be rapidly reversed with antidote oligonucleotides. Furthermore, aptamers serve as precision delivery vehicles (e.g., Gint4.T, RNA-Apt30) for transporting therapeutic peptides or nucleic acids specifically to cardiomyocytes. Recent integration with nanomaterials (quantum dots, graphene, liposomes, DNA origami) has led to advanced biosensing and drug delivery platforms. Despite challenges like stability and the polyethylene glycol (PEG) immunogenicity, ongoing clinical trials underscore the significant potential of aptamer technology to bridge precise diagnostics and targeted therapy, paving the way for innovative, personalized CVD interventions.) Full article
(This article belongs to the Section Molecular Biology)
31 pages, 2980 KB  
Review
Detonation Waves on Enhancing Aerospace Propulsion Systems Performances: A Review
by Năvligu Bogdan-Cătălin, Cican Grigore, Nicoară Răzvan Edmond and Sîrbu Theodor-Mihnea
Aerospace 2026, 13(3), 259; https://doi.org/10.3390/aerospace13030259 - 11 Mar 2026
Abstract
Detonation-based combustion has re-emerged as a promising pathway for enhancing the efficiency and compactness of future aerospace propulsion systems, motivated by the intrinsic pressure-gain characteristics of detonative heat release. This review provides a comprehensive synthesis of the physical foundations, technological progress, and practical [...] Read more.
Detonation-based combustion has re-emerged as a promising pathway for enhancing the efficiency and compactness of future aerospace propulsion systems, motivated by the intrinsic pressure-gain characteristics of detonative heat release. This review provides a comprehensive synthesis of the physical foundations, technological progress, and practical limitations associated with pulse detonation engines, rotating detonation engines, and standing or oblique detonation wave concepts. By tracing the evolution from early theoretical models and laboratory-scale demonstrations to engine-relevant configurations, this article highlights how detonation physics, ignition mechanisms, wave stability, and flow–structure interactions collectively govern propulsion performance. Particular attention is paid to recent experimental and numerical studies, with the review focusing on their technological impact and on the feasibility of integrating detonation-based propulsion concepts into practical aerospace systems. The analysis evaluates these approaches’ potential to enhance system-level performance compared to conventional propulsion technologies, while highlighting key challenges associated with scalability, operability, and compatibility with existing aerospace architectures. The review further identifies emerging design strategies, including geometry tailoring, adaptive flow control, and hybrid architectures, as key enablers for extending operability and system integration. Overall, the findings indicate that future progress in detonation-based propulsion will depend less on demonstrating detonation itself and more on achieving robust, controllable, and scalable implementations suitable for realistic aerospace applications. Full article
(This article belongs to the Special Issue Space Propulsion: Advances and Challenges (4th Edition))
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27 pages, 2086 KB  
Article
“Therapy Beyond the Screen”: A Qualitative Exploration of Tele-Therapy Experiences Among Clinical Psychologists and Speech and Language Therapists
by İbrahim Can Yaşa, Pınar Akgün, Sakine Deniz Yılmaz, Muhsin Dölek, Seda Eyilikeder Tekin and Ayşe Serra Kaya
Healthcare 2026, 14(6), 716; https://doi.org/10.3390/healthcare14060716 - 11 Mar 2026
Abstract
Background/Objectives: With the diversification of technological tools, the prevalence of online therapy has increased among both clients and practitioners. Clinical psychologists and specialist speech and language therapists are two professional groups that frequently use online therapy. Understanding their experiences is important for evaluating [...] Read more.
Background/Objectives: With the diversification of technological tools, the prevalence of online therapy has increased among both clients and practitioners. Clinical psychologists and specialist speech and language therapists are two professional groups that frequently use online therapy. Understanding their experiences is important for evaluating the effectiveness of this service model and informing its further development. The aim of this study was to examine and compare the online therapy experiences of these two professional groups. Methods: This qualitative study included 10 practitioners (five clinical psychologists and five specialist speech and language therapists) who were actively delivering online sessions in Türkiye. Participants were recruited using convenience sampling. Data were collected through semi structured, open-ended interviews conducted online and were analyzed using thematic analysis. Results: A total of 8 themes emerged regarding practitioners’ experiences with online therapy, including the therapeutic relationship, techniques and materials used, advantages and disadvantages, coping strategies, professional reflections, required improvements, ethical issues, and recommendations. Similarities and differences were identified between the two professional groups across these themes. Conclusions: Participants considered online therapy to be an effective and feasible option, particularly due to increased accessibility, time savings, and the ability to deliver services independent of location. Challenges encountered during online therapy were described as areas requiring improvement rather than factors undermining effectiveness. Overall, the findings suggest that online therapy may become a more widespread intervention modality as technological infrastructure improves and practitioners gain greater experience with online delivery. Full article
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46 pages, 2533 KB  
Systematic Review
From Upstream Assessment to Downstream Energy Conversion: A Systematic Review of Advances in Biomass Residue Utilization Techniques
by Masud Kabir, Isabel López-Cortés, Carlos Ferrer-Gisbert, Diego-David Moposita-Vasquez and Borja Velázquez-Martí
Biomass 2026, 6(2), 24; https://doi.org/10.3390/biomass6020024 - 11 Mar 2026
Abstract
The growing global demand for sustainable energy has intensified interest in biomass residues as viable feedstocks for biofuels and bio-based production. This review systematically examines advances in the utilization of biomass residues, spanning upstream assessment through downstream conversion pathways. Using the PRISMA framework, [...] Read more.
The growing global demand for sustainable energy has intensified interest in biomass residues as viable feedstocks for biofuels and bio-based production. This review systematically examines advances in the utilization of biomass residues, spanning upstream assessment through downstream conversion pathways. Using the PRISMA framework, 543 peer-reviewed articles published between 1990 and 2025 were analyzed from the Scopus and Web of Science databases. The review reveals a clear methodological evolution from early residue characterization and physicochemical analyses toward integrated techno-economic, environmental, and system-level assessments. Upstream research increasingly addresses feedstock identification, spatial dispersion, logistics optimization, and pretreatment efficiency, while downstream advances focus on biochemical, thermochemical, and hybrid conversion technologies. Although artificial intelligence and machine learning constitute approximately 2.5–3% of the total historical literature, they account for nearly 18–22% of recent studies in process modeling and yield prediction, achieving predictive accuracies frequently exceeding R2 > 0.95. Despite these advances, persistent challenges remain in biomass logistics, feedstock heterogeneity, and technology scaling. Emerging trends highlight hybrid frameworks that integrate data-driven and mechanistic models to enhance efficiency, circularity, and commercial feasibility in bioenergy systems. Full article
(This article belongs to the Topic Advances in Biomass and Bioenergy)
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27 pages, 2550 KB  
Review
A Systems Engineering Framework for Resilient, Sustainable, and Healthy School Classroom Indoor Climate for Young Children: A Narrative Review
by Asit Kumar Mishra
Architecture 2026, 6(1), 45; https://doi.org/10.3390/architecture6010045 - 11 Mar 2026
Abstract
School classrooms represent complex, interconnected systems where indoor environmental quality critically influences student health, cognitive performance, and educational equity. Yet traditional approaches operate in disciplinary silos, creating systemic failures in design, operation, and maintenance. This narrative review adopts a systems engineering framework to [...] Read more.
School classrooms represent complex, interconnected systems where indoor environmental quality critically influences student health, cognitive performance, and educational equity. Yet traditional approaches operate in disciplinary silos, creating systemic failures in design, operation, and maintenance. This narrative review adopts a systems engineering framework to demonstrate how integrated interventions—spanning policy, design, technology, and operations—create resilient, sustainable, and healthy classroom climates. Amid escalating climate change impacts (rising temperatures, heatwaves, wildfires) and emerging threats (airborne pathogens, urban pollution), reactive measures like school closures prove pedagogically counterproductive. This review synthesizes evidence on natural, mechanical, and mixed-mode ventilation systems optimized through advanced control strategies, smart technologies, and health-centred policies. Key findings reveal that synergistic integration of Policy, Management, Construction, Operation, and Smart Technologies, in a systems engineering framework, outperforms singular strategies. Critical interventions include hybrid ventilation coupled with layered defences (HEPA filtration, UVGI), AI-driven adaptive controls using IoT sensors and Model Predictive Control to optimize energy while managing pollutant concentrations, and mandatory IAQ standards rooted in stakeholder education. By framing classrooms as interconnected engineering systems, this work provides actionable insights for architects, engineers, policymakers, and administrators, positioning future school design toward resilience, sustainability, and human-centred health outcomes. Full article
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26 pages, 4190 KB  
Review
A Comprehensive Review of Rollpave Pavement Technology: Current Research, Practices and Challenges
by Yanshun Jia, Mingyang Lan, Zeyu Wu, Haikun Lian, Chundi Si, Ying Gao, Shaoquan Wang, Linhao Gu and Zhuoran Li
Materials 2026, 19(6), 1065; https://doi.org/10.3390/ma19061065 - 11 Mar 2026
Abstract
Rollpave technology offers an efficient and low-disruption solution for pavement rehabilitation but has not yet been widely implemented in practice. This review aims to provide a comprehensive overview of rollpave technology by examining performance evaluation methods, material design strategies, and construction workflows, and [...] Read more.
Rollpave technology offers an efficient and low-disruption solution for pavement rehabilitation but has not yet been widely implemented in practice. This review aims to provide a comprehensive overview of rollpave technology by examining performance evaluation methods, material design strategies, and construction workflows, and identifying its advantages and limitations to support practical application. Recent advances in rollpave pavement technology are reviewed, including flexural performance testing methods and evaluation criteria for rollable pavement materials, as well as the design of flexible asphalt mixtures and interlayer bonding materials. Construction techniques across different stages of rollpave implementation are summarized, and existing engineering case studies are reviewed. The advantages and limitations of rollpave technology are evaluated in comparison with other pavement construction and rehabilitation approaches, and current research focuses are discussed. The review indicates that pavement performance requirements can be achieved through the development of specialized modified asphalt binders and optimized mixture designs. On-site installation relies on coordinated operation of multiple devices to ensure adequate interfacial bonding between new and existing layers; however, current practices are largely experience-based and lack standardized guidelines. It is believed that rollpave technology demonstrates unique advantages for rapid pavement repair and emergency rehabilitation, but there are still challenges related to material and structural design, on-site installation, and cost-effectiveness that remain, limiting large-scale adoption. Future research could focus on establishing technical standards, developing specialized equipment, and enhancing multifunctional integration. Full article
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