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25 pages, 835 KB  
Article
Pedagogical Collaboration for Language and Knowledge Development of Second Language Learners—From the Perspective of Teachers in the Early Years of Schooling
by Christa Roux Sparreskog, Johanna Hedlund, Désirée Ivarsson and Alexandra S. Dylman
Educ. Sci. 2026, 16(7), 1003; https://doi.org/10.3390/educsci16071003 (registering DOI) - 25 Jun 2026
Abstract
Schools in Sweden support multilingual students’ language and knowledge development in various ways, including through pedagogical collaboration among multiple professionals. Despite the recognized benefits, however, little is known about how such pedagogical collaboration is understood and practiced by classroom teachers in Sweden. The [...] Read more.
Schools in Sweden support multilingual students’ language and knowledge development in various ways, including through pedagogical collaboration among multiple professionals. Despite the recognized benefits, however, little is known about how such pedagogical collaboration is understood and practiced by classroom teachers in Sweden. The purpose of the present study is to deepen the understanding of how teachers in the early years of schooling collaborate with heritage language teachers, Swedish as a second language teachers, and special educational needs teachers, in order to support language and knowledge development in second language learners. Individual semi-structured interviews were conducted with 15 Swedish teachers working in the early years of schooling, i.e., from reception year to Grade 3. The interviews were analyzed thematically. Results showed that teachers generally perceive collaboration with other professionals as beneficial. They conceptualized varying forms of pedagogical collaboration, encompassing frequent and flexible collaboration with close colleagues, interdependent collaboration with heritage language teachers (often complicated by structural constraints), and regular, structured collaboration within the student health team. Identified opportunities associated with pedagogical collaboration included the provision of holistic support for second language learners, as well as opportunities for professional development and collegial support. At the same time, several challenges were highlighted, including time-related and structural constraints that hinder collaboration, as well as language barriers and the influence of individual characteristics. Student health teams were highlighted as important for integrating expertise; however, limited teacher insight and the infrequent inclusion of Swedish as a second language teachers were reported to result in multilingual perspectives being overlooked. This study therefore recommends greater consideration of multilingual expertise in assessments of special educational needs and calls for further research on the role of student health teams in supporting second language learners. Full article
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25 pages, 9347 KB  
Article
Mapping the Intellectual Landscape of Giftedness in Early Childhood Through Comparative Topic Modeling
by Simge Karakaş Mısır
J. Intell. 2026, 14(7), 119; https://doi.org/10.3390/jintelligence14070119 (registering DOI) - 25 Jun 2026
Abstract
The present study investigates the semantic structure, dominant themes, and temporal evolution of research on giftedness in early childhood through a comparative topic modeling approach. A final analytic sample (n = 518) of peer-reviewed journal articles indexed in the Scopus and Web [...] Read more.
The present study investigates the semantic structure, dominant themes, and temporal evolution of research on giftedness in early childhood through a comparative topic modeling approach. A final analytic sample (n = 518) of peer-reviewed journal articles indexed in the Scopus and Web of Science databases was analyzed. Three topic modeling methods, Latent Dirichlet Allocation (LDA), Structural Topic Modeling (STM), and BERTopic, were systematically compared using multiple evaluation metrics. BERTopic demonstrated the strongest overall performance, producing approximately 11% higher coherence than STM and approximately 34% higher coherence than LDA. In terms of diversity, it achieved 14% to 17% greater thematic variety and, according to the Gini coefficient, revealed a 58% to 60% more balanced thematic distribution. BERTopic-based analyses identified five major thematic axes: Socio-Linguistic Development and Family Context, Psychometric Intelligence, Identification, and Cognitive Differences, Program Access, Identification, and Educational Equity, Early Academic Skills and Cognitive Development, and Creativity, Higher-Order Thinking, and Enrichment Programs. Thematic mapping and topic similarity analysis were used to examine the semantic structure of the field, while linear regression-based trend analysis over the 1918–2026 publication period showed that family context, socio-linguistic development, and equity-related themes have gained increasing importance over time, whereas psychometric identification largely maintained its central position within the field. These findings indicate that the field is moving toward a more inclusive, semantically grounded, and equity-oriented perspective. However, they should be interpreted in light of the study’s reliance on article abstracts, the sensitivity of BERTopic clustering parameters, and the use of linear trend modeling. Full article
(This article belongs to the Section Studies on Cognitive Processes)
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26 pages, 1544 KB  
Article
Preparing Future Teachers for Inclusive Education: An Analysis of Curricular Deficits and Competency Perceptions in Romania
by Elena-Ramona Richiteanu-Nastase, Daniela Dumitru and Camelia Staiculescu
Educ. Sci. 2026, 16(7), 991; https://doi.org/10.3390/educsci16070991 (registering DOI) - 23 Jun 2026
Viewed by 499
Abstract
This study investigates the readiness of future teachers in Romania to meet the requirements of inclusive education, with a specific focus on curricular deficits and student teachers’ perceptions of competence. Respecting the right to education for students with Special Educational Needs (SEN) is [...] Read more.
This study investigates the readiness of future teachers in Romania to meet the requirements of inclusive education, with a specific focus on curricular deficits and student teachers’ perceptions of competence. Respecting the right to education for students with Special Educational Needs (SEN) is a central policy commitment. Yet, the capacity of initial teacher education (ITE) programs to operationalize this mandate remains uncertain. Using a convergent parallel mixed-methods design, the research combines a systematic documentary analysis of national regulations and psycho-pedagogical curricula (Orders No. 4139/2022 and 4524/2020; Law No. 199/2023) with a survey of 327 student teachers across eight universities. Systematic Content Analysis, based on a three-level depth protocol, reveals a structural curricular deficit: Level 1 outcomes (theoretical awareness of SEN and inclusion) appear in approximately 40% of compulsory subjects, whereas Level 2 outcomes (operational competence, such as designing adapted lessons or differentiated assessments) are almost completely absent from the mandatory core and are confined to electives. Survey results mirror this gap: although 81% of respondents anticipate working with pupils with SEN, 29.9% feel poorly or very poorly prepared, 25.5% report a lack of basic knowledge of SEN, and only 14.6% report high confidence in designing adapted activities. Analysis of Covariance (ANCOVA) shows that training level has a statistically significant but small effect on technical inclusive skills (p = 0.043; η2p = 0.013), while inclusive attitudes are mainly associated with age. The study concludes with a roadmap for reforming ITE through mandatory SEN-focused practicum placements and transversal integration of inclusive pedagogy. Full article
(This article belongs to the Section Special and Inclusive Education)
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14 pages, 5981 KB  
Article
Investigating the Correlations Between IceCube High-Energy Neutrinos and Fermi-LAT γ-Ray Sources: An Update
by Shou-Hang Wang, Xue-Rui Ouyang, Ming-Xuan Lu and Yun-Feng Liang
Universe 2026, 12(7), 187; https://doi.org/10.3390/universe12070187 (registering DOI) - 23 Jun 2026
Viewed by 57
Abstract
We investigate the correlations between IceCube high-energy neutrinos and Fermi-LAT γ-ray sources using an unbinned likelihood analysis. In previous analyses of the same IceCube public dataset, only the spatial information of neutrino events was utilized, while the energy term in the probability [...] Read more.
We investigate the correlations between IceCube high-energy neutrinos and Fermi-LAT γ-ray sources using an unbinned likelihood analysis. In previous analyses of the same IceCube public dataset, only the spatial information of neutrino events was utilized, while the energy term in the probability density functions (PDFs) was neglected, limiting the achievable sensitivity. In this work, we incorporate both spatial and energy terms into the likelihood, with the energy PDFs constructed from the effective areas and smearing matrices. We focus on the Third Catalog of Hard Fermi-LAT Sources (3FHL) and the Fourth LAT AGN Catalog (4LAC-DR2). To account for the significant difference in IceCube’s sensitivity between the two hemispheres, we perform stacking analyses for the all-sky, Northern hemisphere, and Southern hemisphere source subsets separately, under both equal weighting and flux weighting schemes. No statistically significant neutrino excess is found in any configuration. We therefore derive 95% confidence level upper limits on the total neutrino flux contributed by these source populations. For a spectral index of Γ=2.5, the all-sky stacking analysis indicates that the 3FHL and 4LAC-DR2 populations contribute at most 3.12% and 2.83% (equal weighting), and 4.45% and 3.49% (flux weighting) of the IceCube diffuse neutrino flux, respectively. Compared to the spatial-only analysis, the inclusion of the energy term improves the constraints on hard-spectrum emission by over one order of magnitude. Our results further demonstrate that the 3FHL and 4LAC-DR2 sources are subdominant contributors to the diffuse astrophysical neutrino flux observed by IceCube. Full article
(This article belongs to the Section High Energy Nuclear and Particle Physics)
21 pages, 660 KB  
Article
Sustainable Valorization of Defatted Pumpkin Seed Press Cake Flour in Cookies Production: Nutritional, Technological, Sensory, and Optimization Assessment
by Pajtim Rrustemi, Gjore Nakov, Viktorija Stamatovska, Fatime Bajraktari, Jasmina Lukinac and Marko Jukic
Processes 2026, 14(12), 2021; https://doi.org/10.3390/pr14122021 (registering DOI) - 22 Jun 2026
Viewed by 187
Abstract
The valorization of agri-food by-products represents a key strategy for improving sustainability and promoting circular economy principles in food systems. Pumpkin seed press cake is a protein-rich by-product with potential application in bakery products. The aim of this study was to evaluate the [...] Read more.
The valorization of agri-food by-products represents a key strategy for improving sustainability and promoting circular economy principles in food systems. Pumpkin seed press cake is a protein-rich by-product with potential application in bakery products. The aim of this study was to evaluate the feasibility of using defatted pumpkin seed press cake flour (PPSF) as a major ingredient in cookie formulations and to optimize its incorporation in order to maximize nutritional quality and sensory acceptability. Chemical characterization showed that PPSF has a superior nutritional profile compared to wheat flour, containing 55.75% protein, 8.78% minerals, and 6.15% total dietary fiber, along with significantly higher levels of total phenolics, total carotenoids, and β-carotene (0.26 mg/100 g). Formulation optimization using response surface methodology (RSM) enabled a high inclusion level of 69.61% PPSF, with 41.32% sugar and a baking time of 9 min and 29 s. The developed predictive models for diameter, thickness, overall acceptability, and bending stiffness were highly significant (p < 0.05) with a non-significant lack of fit (p > 0.05), confirming their statistical reliability for exploring the design space. The optimized C-PPSF (defatted pumpkin seed press cake flour) cookies showed a significant nutritional improvement, with protein content increasing from 13.05% to 30.17% and antioxidant capacity (DPPH) rising from 2.90% to 7.10%. While the enriched cookies had a darker color (L* 51.98) and reduced snapping force (39.7 N) due to gluten dilution, they maintained stable geometric parameters and achieved higher sensory scores for aroma, taste, and overall acceptability compared to the control. The main finding of this study is that PPSF can replace a substantial proportion of wheat flour in cookies while maintaining consumer acceptability and significantly improving nutritional quality. The optimized formulation with approximately 70% PPSF shows that this by-product has the potential to serve as a major ingredient in bakery products rather than only as a nutritional supplement. These results confirm that PPSF is a powerful functional ingredient that supports zero-waste manufacturing and provides a foundation for its broader use in bakery formulations within circular economy approaches. Future research should focus on shelf-life stability, bioaccessibility of bioactive compounds, volatile aroma profiling (e.g., GC–MS analysis), and industrial-scale validation of PPSF-based formulations. Full article
(This article belongs to the Section Food Process Engineering)
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24 pages, 635 KB  
Article
Exploring the Self-Perception of Complex Thinking Among International Master’s Students at a Japanese University
by José Carlos Vázquez-Parra, Chris Blakely, Jenny Paola Lis-Gutiérrez, Arantxa Lucero Ramos-Huerta and Sergio Palomino-Gámez
Societies 2026, 16(6), 195; https://doi.org/10.3390/soc16060195 (registering DOI) - 20 Jun 2026
Viewed by 201
Abstract
This study examines complex thinking as a higher-order cognitive competence in international graduate education. Drawing on Edgar Morin’s theoretical perspective, it analyzes how master’s students perceive this competence through four interrelated dimensions: systemic, scientific, critical, and innovative thinking. A total of 491 international [...] Read more.
This study examines complex thinking as a higher-order cognitive competence in international graduate education. Drawing on Edgar Morin’s theoretical perspective, it analyzes how master’s students perceive this competence through four interrelated dimensions: systemic, scientific, critical, and innovative thinking. A total of 491 international students from a graduate university in Japan participated in the study. Using a quantitative, cross-sectional design, data were collected with the validated eComplexity instrument and analyzed through PERMANOVA with 999 permutations. The analysis examined differences in self-perceived complex thinking by sex, academic field, nationality, and academic semester. Results showed moderately high levels of self-perceived complex thinking across the sample, with systemic and critical thinking emerging as the strongest dimensions. Significant differences were found by nationality and academic semester, while no significant differences were observed by sex or academic field. These findings suggest that students’ perceptions of complex thinking are associated with cultural and academic trajectories, although the cross-sectional and self-report design requires cautious interpretation. The study contributes to competence-based graduate education by showing that complex thinking can be examined as a multidimensional and context-sensitive form of perceived cognitive development. Educational implications are discussed in relation to curriculum design, intercultural learning, global citizenship, and inclusion in international master’s programs. Full article
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11 pages, 1741 KB  
Article
Improving 1H-benzotriazole Removal from Aqueous Solutions by Polymer Inclusion Membranes by the Addition of Reduced Graphene Oxide and the Application of Ultrasound
by Gerardo León, María José Cañavate, Beatriz Miguel and María Amelia Guzmán
Appl. Sci. 2026, 16(12), 6030; https://doi.org/10.3390/app16126030 - 15 Jun 2026
Viewed by 110
Abstract
This study investigates the application of polymer inclusion membranes (PIMs) for the removal/recovery of 1H-benzotriazole from aqueous solutions, via facilitated transport mechanism, using tri-n-octylamine as a carrier and NaOH as a stripping agent. The process efficiency was analyzed using 1H-benzotriazole flux and permeability [...] Read more.
This study investigates the application of polymer inclusion membranes (PIMs) for the removal/recovery of 1H-benzotriazole from aqueous solutions, via facilitated transport mechanism, using tri-n-octylamine as a carrier and NaOH as a stripping agent. The process efficiency was analyzed using 1H-benzotriazole flux and permeability through the membrane, its recovery percentage, and the transport process kinetic constant. PIM containing 40% cellulose triacetate, 30% o-nitrophenyl octyl ether and 30% tri-n-octylamine yielded the best results for all four parameters studied due to the role of o-nitrophenyl octyl ether and tri-n-octylamine in reducing the cellulose triacetate polarity, which leads to carrier solubilization on the plasticizer, creating continuous pathways within the membrane and facilitating 1H-benzotriazole transport. Reduced graphene oxide inclusion as the fourth PIM component increases its hydrophobicity, promoting continuous pathway formation and enhancing 1H-benzotriazole transport, which leads to an increase of 10% to 20% in the values of the four parameters analyzed. Ultrasound use in membrane preparation leads to a further increase of 9% to 20% in the values of the four parameters analyzed because the cavitation effect improves the molecular mixing of membrane components and results in a less ordered configuration of cellulose triacetate molecules, thereby reducing their crystallinity degree. All of this significantly improves the interaction between the membrane components and pathway formation, enhancing 1H-benzotriazole transport through the membrane. Full article
(This article belongs to the Section Surface Sciences and Technology)
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23 pages, 2465 KB  
Article
Biochar as Circular Technology: Toward Shaping Policy and Behavioral-Level Strategies to Encourage Farmers’ Adoption
by Naser Valizadeh, Ali Karami and Tuyet-Anh T. Le
Biomass 2026, 6(3), 44; https://doi.org/10.3390/biomass6030044 - 15 Jun 2026
Viewed by 250
Abstract
The shift to circular agrosystems necessitates using new ideas like sustainable biochar, which provides many eco-beneficial attributes like enhancing soil fertility, storing atmospheric carbon dioxide, and retaining soil moisture. However, there is still a small number of farmers worldwide (particularly those located in [...] Read more.
The shift to circular agrosystems necessitates using new ideas like sustainable biochar, which provides many eco-beneficial attributes like enhancing soil fertility, storing atmospheric carbon dioxide, and retaining soil moisture. However, there is still a small number of farmers worldwide (particularly those located in low-income countries) adopting biochar. Accordingly, this research is focused primarily on determining how factors affecting behavior will influence the decision of wheat producers in Marvdasht County, in Iran’s Fars Province, to use biochar as a circular technology for farming. The study will focus on addressing issues related to environmental challenges (e.g., degradation of soil and drought) through the implementation of resource-efficient, sustainable agricultural technologies. The intent of this paper was to research the behavioral characteristics associated with wheat farmers who choose to use biochar in the city of Marvdasht, Fars Region, Iran, using a new Theory of Planned Behavior (TPB). The model is theoretically enriched through the inclusion of personal norms and connectedness to the land, allowing for a more comprehensive understanding of pro-environmental decision-making. Data was collected from a total of 386 wheat farmers through the use of a structured survey. The data was analyzed using Partial Least Squares Structural Equation Modeling (PLS-SEM) with the software Smart-PLS 3.0. The results reveal that attitude (β = 0.342, p < 0.001) and personal norms (β = 0.278, p < 0.001) are the strongest predictors of behavioral intention, while perceived behavioral control showed a weaker but significant effect (β = 0.178, p = 0.049). Subjective norms do not have a significant direct effect (β = 0.115, p = 0.199) but significantly influence intention indirectly through personal norms (β = 0.100, p < 0.001). Furthermore, connectedness to the land strongly affects personal norms (β = 0.420, p < 0.001) and exerts a significant indirect effect on intention (β = 0.117, p < 0.001), highlighting the importance of emotional attachment to land. The findings are significant because they demonstrated that farmers’ biochar adoption decisions are shaped not only by rational evaluations but also by moral obligations and emotional relationships with land. This study makes significant theoretical contributions by extending TPB with moral and relational constructs and empirically demonstrating their mediating roles in agricultural innovation adoption. The novelty of this study lies in integrating personal norms and connectedness to the land into the TPB framework to explain biochar adoption behavior within the context of circular agriculture in a developing country. Practically, the findings provide evidence-based insights for designing policies that integrate cognitive, ethical, and emotional drivers to promote biochar adoption and advance circular agriculture. Specifically, policymakers and extension agencies should prioritize behavioral-level strategies such as awareness campaigns, farmer training programs, and community-based initiatives that strengthen positive attitudes, environmental responsibility, and farmers’ emotional connection to land in order to enhance biochar adoption. Full article
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18 pages, 3643 KB  
Article
Clinical and Wavefront Outcomes After Femtosecond Laser Versus Mechanical Microkeratome Lasik: A Prospective Paired-Eye Comparative Study
by Sophie-Charlotte Drogge, Andreas J. Kreis, Ivo Guber, Valentin Pajic, Vladimir Canadanovic, Zeljka Cvejic, Martina Kropp, Gabriele Thumann, Eline De Clerck, Mirko Resan, Bogdan Resan and Bojan Pajic
Bioengineering 2026, 13(6), 685; https://doi.org/10.3390/bioengineering13060685 (registering DOI) - 14 Jun 2026
Viewed by 268
Abstract
Background/Objectives: The technique used for flap creation in laser in situ keratomileusis (LASIK) may influence postoperative optical quality and visual outcomes. This prospective randomized paired-eye study compared higher-order aberrations (HOAs) and visual acuity outcomes following femtosecond laser-assisted versus mechanical microkeratome-assisted LASIK. Materials [...] Read more.
Background/Objectives: The technique used for flap creation in laser in situ keratomileusis (LASIK) may influence postoperative optical quality and visual outcomes. This prospective randomized paired-eye study compared higher-order aberrations (HOAs) and visual acuity outcomes following femtosecond laser-assisted versus mechanical microkeratome-assisted LASIK. Materials and Methods: Forty-four patients (88 eyes) underwent bilateral LASIK. In each patient, one eye was randomly assigned to high-frequency femtosecond laser flap creation (Femto LDV), and the fellow eye to mechanical microkeratome flap creation (Amadeus II). Inclusion criteria were stable refraction, central corneal thickness ≥ 520 µm, and normal corneal topography. HOAs were measured using Hartmann–Shack wavefront aberrometry over a 6 mm pupil diameter. Uncorrected and corrected distance visual acuity (UDVA and CDVA) were evaluated preoperatively and postoperatively at 1 day, 1 week, and 1, 3, and 6 months. Results: Both techniques induced significant postoperative changes in specific Zernike coefficients and an increase in total HOA root mean square (RMS) values (p < 0.05). A reduction in spherical aberration (Z4,0) was observed in both groups, while technique-specific changes were noted in individual aberration components including an increase in horizontal trefoil (Z3,3) in the femtosecond and a decrease in horizontal coma (Z5,1) in the microkeratome group. However, paired-eye comparisons revealed no statistically significant differences in total HOA six months postoperative. Despite comparable aberrometric outcomes, femtosecond-treated eyes demonstrated significantly better UDVA and CDVA at all postoperative time points (p < 0.05). Conclusions: Femtosecond laser-assisted and microkeratome-assisted LASIK resulted in comparable changes in higher-order aberrations, despite differing pattern in individual aberration components. The observed differences in visual acuity outcomes were not reflected in wavefront metrics, suggesting that postoperative visual performance may be influenced by factors. Full article
(This article belongs to the Section Biomedical Engineering and Biomaterials)
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15 pages, 2860 KB  
Case Report
Chung–Jansen Syndrome in a Young Woman with a PHIP Variant: Severe Obesity, Intellectual Disability, and Endocrine Abnormalities
by Francesco Donno, Federica Bianco, Roberta Schininà, Rita Selvatici, Giuseppina Stoico, Alessandra Ferlini, Alberto Gobbo, Maria Chiara Zatelli, Stefania Bigoni and Maria Rosaria Ambrosio
J. Clin. Med. 2026, 15(12), 4609; https://doi.org/10.3390/jcm15124609 - 13 Jun 2026
Viewed by 235
Abstract
Background: Chung–Jansen syndrome (CHUJANS) is a rare autosomal dominant genetic condition caused by pathogenic variants in the PHIP gene, which encodes a protein involved in neurodevelopmental processes and IGF-1 signalling. The phenotype is characterised by variable degrees of intellectual disability, early-onset obesity or [...] Read more.
Background: Chung–Jansen syndrome (CHUJANS) is a rare autosomal dominant genetic condition caused by pathogenic variants in the PHIP gene, which encodes a protein involved in neurodevelopmental processes and IGF-1 signalling. The phenotype is characterised by variable degrees of intellectual disability, early-onset obesity or overweight, distinctive facial dysmorphisms, and behavioural disturbances. We here present a case of Chung–Jansen syndrome with a detailed endocrine work-up, highlighting the metabolic component of this syndrome. Case Presentation: We describe the case of a 21-year-old woman referred to our centre for evaluation of oligomenorrhea in the context of severe obesity (BMI 50.4 kg/m2), short stature (151 cm, <3rd percentile), and moderate-to-severe intellectual disability (full-scale IQ 38). Physical examination revealed dysmorphic features, including a round face, upslanting palpebral fissures, prominent zygomatic bones, anteverted nares, a prominent chin, and bilateral brachydactyly type E1. Laboratory investigations documented subclinical primary hypothyroidism of autoimmune origin, impaired glucose tolerance with associated hyperinsulinism, and polyendocrine metabolic ovarian syndrome (PMOS, previously known as PCOS). Exome analysis by next-generation sequencing (NGS) identified a heterozygous c.328C>T [p.(Arg110Cys)] variant in the PHIP gene, already reported in literature and classified as likely pathogenic (ACMG class 4). Segregation analysis in the mother (father was not available for the test) did not reveal the variant, suggesting a de novo origin in the patient. Concurrently, the same analysis revealed a variant of uncertain significance in the ANKRD17 gene, while array-CGH detected a maternally inherited microdeletion of uncertain significance on chromosome X (Xp11.23). Conclusions: This case confirms the association between the PHIP p.(Arg110Cys) variant and the phenotype of Chung–Jansen syndrome, providing a detailed characterisation of the endocrine and psychiatric comorbidities. Indeed, our report expands the knowledge on the endocrine phenotype providing further suggestion for personalised patient management. It underscores the importance of NGS in the diagnostic workup of syndromic obesity with intellectual disability, especially in the presence of negative family history and prior inconclusive genetic testing. This case suggests the inclusion of comprehensive endocrine evaluations in future studies on patients with Chung–Jansen syndrome, in order to support endocrine work-up and facilitate early identification and appropriate management of potentially treatable alterations. Full article
(This article belongs to the Special Issue Research Progress in Pediatric Endocrinology)
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24 pages, 405 KB  
Article
Do AI and IoT Really Enhance Workforce Efficiency and Talent Acquisition in the Travel Industry? Or Maybe Not?
by Evren Atış, Tamara Gajić, Dragan Vukolić, Marko D. Petrović, Lyailya M. Mutalieva, Sofija Radulović, Dariga M. Khamitova, Aigerim Kassymova and Nina Đurica
Technologies 2026, 14(6), 354; https://doi.org/10.3390/technologies14060354 - 12 Jun 2026
Viewed by 241
Abstract
The study applies a multiphase, multimethod research approach based on participatory methodology. It integrates the perspectives of professionals from the tourism and hospitality industry and academic experts with the aim of developing an integrated conceptual model of the influence of AI and IoT [...] Read more.
The study applies a multiphase, multimethod research approach based on participatory methodology. It integrates the perspectives of professionals from the tourism and hospitality industry and academic experts with the aim of developing an integrated conceptual model of the influence of AI and IoT technologies on work processes, skill development, and job attractiveness in the industry. The research provides a comprehensive understanding of how digital technologies indirectly shape employment through changes in work organization and the development of transferable digital and socio-emotional skills. The paper aims to contribute to redefining the perception of work in tourism and hospitality by emphasizing the sector not only as a career choice, but also as a platform for acquiring skills transferable to other industries. The findings revealed that employees’ intentions to enter or remain in the industry are not directly influenced by AI and IoT technologies; rather, these effects are mediated through changes in work processes and, more importantly, through skill development. The study contributes theoretically by developing and empirically validating an integrated conceptual model that connects technology implementation, work transformation, skill development, and employment outcomes. From a practical perspective, the results highlight the importance of human-centered implementation strategies based on training, communication, and employee inclusion in order to maximize the benefits of digital technologies. Full article
(This article belongs to the Section Information and Communication Technologies)
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25 pages, 25509 KB  
Article
Mineralogical and Geochemical Features of Sulphide Mineralization: A Comparative Study of Pb-Zn Deposits in the Laki Ore District, Central Rhodopes, Bulgaria
by Georgi Milenkov, Sylvina Georgieva, Rossitsa D. Vassileva, Yana Georgieva and Elitsa Stefanova
Minerals 2026, 16(6), 616; https://doi.org/10.3390/min16060616 - 8 Jun 2026
Viewed by 348
Abstract
The Djurkovo and Govedarnika deposits represent hydrothermal Pb-Zn systems spatially associated with the Eocene–Oligocene tectono-magmatic evolution of the Rhodope Metamorphic Complex. This study presents new mineralogical and geochemical data for galena, sphalerite, pyrite, and chalcopyrite obtained by electron probe microanalysis (EPMA) and LA-ICP-MS [...] Read more.
The Djurkovo and Govedarnika deposits represent hydrothermal Pb-Zn systems spatially associated with the Eocene–Oligocene tectono-magmatic evolution of the Rhodope Metamorphic Complex. This study presents new mineralogical and geochemical data for galena, sphalerite, pyrite, and chalcopyrite obtained by electron probe microanalysis (EPMA) and LA-ICP-MS in order to evaluate the compositional variations of sulphides among the vein and metasomatic mineralization types and between the two deposits. The analysed sulphides exhibit distinct compositional signatures reflecting the different mineralization stages and hydrothermal environments. Sphalerite from the Govedarnika metasomatic ores is enriched in Mn (up to 5200 ppm), Fe (up to 5.13 wt.%) and Co due to interaction with Mn-rich skarn assemblages, whereas Djurkovo sphalerite shows elevated Cd (up to 3000 ppm), In and Hg concentrations. Trace-element systematics indicate coupled Fe-Mn incorporation, competitive Cd-Fe substitution and local re-equilibration processes associated with “chalcopyrite disease” textures. Late pyrite from the quartz-carbonate stage is enriched in As (up to 3.87 wt.%), Au (up to 78 ppm), Ag, Se, Sb and Tl, with positive Au-As and Au-Ag correlations suggesting invisible gold and possible submicroscopic precious-metal inclusions. The obtained data demonstrate prolonged hydrothermal evolution and highlight the potential role of the studied sulphides as concentrators of economically important elements. Full article
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22 pages, 327 KB  
Article
Modeling Mathematical Language Through Fixed Points, Formal Languages, and Linguistic Enrichment
by Atanas Ilchev, Vanya Ivanova, Angel Todorov and Boyan Zlatanov
Mathematics 2026, 14(12), 2038; https://doi.org/10.3390/math14122038 - 7 Jun 2026
Viewed by 179
Abstract
This paper proposes a formal framework for the study of mathematical language at the intersection of fixed point theory, formal language theory, and academic discourse analysis. Mathematical texts are modeled as languages over a finite alphabet of discourse tokens, combining natural-language expressions with [...] Read more.
This paper proposes a formal framework for the study of mathematical language at the intersection of fixed point theory, formal language theory, and academic discourse analysis. Mathematical texts are modeled as languages over a finite alphabet of discourse tokens, combining natural-language expressions with symbolic content. To suppress irrelevant symbolic variation, we introduce a normalization procedure in which concrete mathematical expressions are replaced by an abstract placeholder while the surrounding linguistic structure is preserved. Within this framework, we define enrichment operators on phrases and the induced operators on languages, which model admissible stylistic and structural transformations of mathematical discourse. The collection of all languages over a fixed alphabet, ordered by inclusion, is shown to form a complete lattice, allowing the application of the Knaster–Tarski fixed point theorem. As a consequence, stable linguistic configurations can be interpreted as fixed points of the induced enrichment operator. We further show that different initial languages may lead to different fixed points under the same operator, reflecting the existence of multiple stable forms of mathematical expression. In addition, we introduce a notion of lexical distance based on frequency distributions of discourse units, which provides a quantitative tool for comparing languages. The illustrative analysis suggests a saturation effect: while enrichment increases the overall distance from the initial language, the incremental changes between successive stages remain bounded, indicating a tendency towards stabilization. A concrete illustrative example based on a classical theorem from mathematical analysis demonstrates how a proof evolves through successive levels of enrichment, from a minimal linguistic core to more elaborate stylistic realizations. The proposed framework thus provides a bridge between formal language models and the linguistic structure of mathematical discourse, offering a new perspective on the organization, stability, and variation of mathematical language. Full article
(This article belongs to the Section E: Applied Mathematics)
28 pages, 4161 KB  
Article
Teaching Environmental Science Communication: A Multimodal and AI-Enhanced Framework Supported by Applied Case Studies
by Eliana Beghi, Carmela Torelli, Guglielmina Adele Diolaiuti and Antonella Senese
Educ. Sci. 2026, 16(6), 893; https://doi.org/10.3390/educsci16060893 - 4 Jun 2026
Viewed by 365
Abstract
Environmental science communication has become a core competence for addressing global challenges such as climate change, glacier recession, and hydrometeorological risks. Yet university curricula often prioritize technical knowledge over communicative skills, limiting students’ ability to engage with diverse audiences. This study proposes a [...] Read more.
Environmental science communication has become a core competence for addressing global challenges such as climate change, glacier recession, and hydrometeorological risks. Yet university curricula often prioritize technical knowledge over communicative skills, limiting students’ ability to engage with diverse audiences. This study proposes a structured three-level framework (i.e., micro-, meso-, and macro-communication) for teaching environmental science communication. The framework is explored across six applied case studies, including glaciological thematic trails, dual-training programs, a climate-education game, an international higher-education project, immersive 360° field experiences, and an AI-enhanced scientific exhibition. Drawing on qualitative and descriptive evidence, the cross-case analysis suggests that communication competencies may develop progressively from synthesis and clarity (micro-communication), to multimodal visualization and structured argumentation (meso-communication), to stakeholder-oriented and intercultural dialogue (macro-communication). The findings indicate that multimodal, immersive, and AI-supported approaches may support accessibility, engagement, and inclusivity, while authentic learning environments contribute to the development of transferable communication skills. This study provides an exploratory and practice-based framework that may inform curriculum design and pedagogical innovation, suggesting that communication could be more systematically embedded across environmental science programs in order to strengthen evidence-informed societal engagement and support sustainable environmental governance. Full article
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19 pages, 5741 KB  
Article
Lifecycle Carbon Reduction Potential and Economic Valuation of Pumped Storage in a Multi-Energy Complementary System
by Jiangjiang Wu, Junrui Chai, Yuan Qin and Shun Yang
Energies 2026, 19(11), 2713; https://doi.org/10.3390/en19112713 - 4 Jun 2026
Viewed by 276
Abstract
Under international climate governance frameworks, including the Paris Agreement, the global decarbonization process has accelerated, imposing more stringent requirements on power system flexibility and low-carbon operation. Against this backdrop, pumped storage power stations, characterized by high flexibility and rapid response capability, serve as [...] Read more.
Under international climate governance frameworks, including the Paris Agreement, the global decarbonization process has accelerated, imposing more stringent requirements on power system flexibility and low-carbon operation. Against this backdrop, pumped storage power stations, characterized by high flexibility and rapid response capability, serve as large-scale energy storage solutions that can replace thermal power for peak shaving, thereby enhancing renewable energy integration and delivering significant carbon reduction benefits in multi-energy complementary systems. A carbon reduction calculation model is developed within the framework of the Chinese Certified Emission Reduction (CCER) trading mechanism to quantify the annual contributions of pumped storage to carbon reduction. Using a Fractional-Order Gray Model (FGM) optimized via Particle Swarm Optimization (PSO), future carbon market prices are forecasted, facilitating a robust economic evaluation. The findings reveal that, over its lifecycle, pumped storage could achieve a total carbon reduction of approximately 23.27 million tons of CO2, yielding approximately 7.981 billion CNY in carbon reduction value, with an initial 7-year CCER inclusion period contributing 254.0787 million CNY in carbon credits. It provides critical economic and policy insights, supporting the design of advanced power systems that position pumped storage as a central regulatory asset in carbon reduction strategies. Full article
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