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18 pages, 1244 KB  
Article
Ventricular Anatomy Across CT and MRI in Hydrocephalus: A Retrospective Study
by Andrada-Iasmina Roşu, Laura Andreea Ghenciu, Dan Cristian Roşu, Emil-Radu Iacob, Emil Robert Stoicescu, Roxana Stoicescu, Alexandra Ioana Dănilă and Sorin Lucian Bolintineanu
Diagnostics 2026, 16(3), 491; https://doi.org/10.3390/diagnostics16030491 - 5 Feb 2026
Abstract
Background/Objectives: Hydrocephalus is a complex neurological disorder marked by abnormal cerebrospinal fluid dynamics and ventricular enlargement. Despite breakthroughs in neuroimaging, diagnosis and longitudinal the application of imaging markers for the diagnosis and longitudinal monitoring of hydrocephalus remains challenging in routine clinical practice. [...] Read more.
Background/Objectives: Hydrocephalus is a complex neurological disorder marked by abnormal cerebrospinal fluid dynamics and ventricular enlargement. Despite breakthroughs in neuroimaging, diagnosis and longitudinal the application of imaging markers for the diagnosis and longitudinal monitoring of hydrocephalus remains challenging in routine clinical practice. The present study examines the behavior and cross-modality agreement of commonly used linear ventricular measurements under routine imaging conditions, at a single Romanian tertiary-care center characterized by heterogeneous acquisition protocols and limited availability of advanced volumetric techniques. Methods: We conducted a single-center retrospective observational study of 68 adults with hydrocephalus. Linear ventricular metrics, including Evans index and third-ventricle width, were measured on all available CT and MRI scans. CT–MRI agreement was assessed using paired examinations within a 90-day window. Longitudinal changes were analyzed using first–last and pre–post VP shunt comparisons. Associations between baseline imaging features and VP shunt placement were evaluated using rule-based and odds ratio analyses. Results: CT and MRI measurements demonstrated strong agreement for both Evans index (r = 0.93) and third-ventricle width (r = 0.90), with minimal systematic bias. Longitudinal analyses demonstrated small-magnitude changes in ventricular size following intervention, with substantial inter-individual variability. VP utilization increased across Evans index strata, reaching 100% in patients with values ≥0.50. Transependymal cerebrospinal fluid exudation showed the strongest association with subsequent VP shunting. Imaging-based rules exhibited expected trade-offs between sensitivity and specificity. Conclusions: Standard linear ventricular parameters exhibited adequate cross-modality agreement and clinically important longitudinal behavior in this cohort. While insufficient as standalone predictors, these readily available imaging markers remain important tools when combined with a comprehensive clinical assessment. Full article
(This article belongs to the Special Issue Clinical Anatomy and Diagnosis in 2025)
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20 pages, 434 KB  
Article
Patient Needs and Lived Experiences Inside the Multiplace Hyperbaric Chamber: Insights from a Phenomenological Study
by Dalmau Vila-Vidal, Angel Romero-Collado, David Ballester-Ferrando, José M. Inoriza and Carolina Rascón-Hernán
Nurs. Rep. 2026, 16(2), 54; https://doi.org/10.3390/nursrep16020054 - 5 Feb 2026
Abstract
Background/Objectives: Hyperbaric Oxygen Therapy (HBOT) involves breathing oxygen at pressures greater than atmospheric levels and is used to treat diverse clinical conditions. However, little is known about the lived experiences and perceived needs of patients undergoing scheduled treatment in multiplace hyperbaric chambers, [...] Read more.
Background/Objectives: Hyperbaric Oxygen Therapy (HBOT) involves breathing oxygen at pressures greater than atmospheric levels and is used to treat diverse clinical conditions. However, little is known about the lived experiences and perceived needs of patients undergoing scheduled treatment in multiplace hyperbaric chambers, where nurses play a key role in support, safety, and communication. This study aimed to explore the perceptions, expectations, and needs of patients receiving scheduled HBOT sessions in a multiplace chamber in a hospital setting. Methods: A qualitative phenomenological design was used. Participants were recruited consecutively among adults who had completed at least 10 HBOT sessions and demonstrated adequate cognitive function. Individual semi-structured interviews were conducted between January and March 2023 in locations chosen by participants. Interviews were audio-recorded, transcribed, and validated by participants. Results: Twelve participants (eight men, four women; aged 25–84 years) were included. Four thematic areas emerged: (1) Biopsychosocial lived experiences, including initial uncertainty, physical discomfort such as ear pressure or mask-related issues, and progressive recognition of therapeutic benefits. (2) Interpersonal relationships, highlighting trust, security, and emotional support provided mainly by nurses. (3) Communication experiences, with participants expressing satisfaction but requesting clearer, earlier information on procedures, risks, and expected sensations. (4) Structural and organizational factors, where transportation logistics and treatment scheduling were significant sources of fatigue and discomfort. Conclusions: Patients valued HBOT and perceived notable health improvements, while identifying specific unmet informational and organizational needs. These findings suggest the importance of nurse-led educational interventions to enhance preparation, reduce anxiety, and optimize patient experience during HBOT. Full article
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15 pages, 2995 KB  
Article
Thermal Drones Aid to Uncover Nocturnal Subgrouping Patterns of a Diurnal Primate
by Eduardo José Pinel-Ramos, Denise Spaan, Serge Wich and Filippo Aureli
Drones 2026, 10(2), 114; https://doi.org/10.3390/drones10020114 - 5 Feb 2026
Abstract
Spider monkeys (Ateles spp.) have traditionally been described as strictly diurnal primates, with only low levels of activity during the night. Consequently, little attention has been given to the possibility of nocturnal movements and social dynamics occurring at sleeping sites. Recent advances [...] Read more.
Spider monkeys (Ateles spp.) have traditionally been described as strictly diurnal primates, with only low levels of activity during the night. Consequently, little attention has been given to the possibility of nocturnal movements and social dynamics occurring at sleeping sites. Recent advances in technologies, such as drone-based thermal infrared imaging (TIR), provide new opportunities to explore behavioral patterns that were previously undetectable through ground-based observations. In this study, we aimed to evaluate whether Geoffroy’s spider monkeys (Ateles geoffroyi) change their subgroup size once they are at their sleeping sites by comparing the numbers of monkeys detected after sunset with those detected before sunrise using TIR drone surveys. We conducted TIR drone flights over four sleeping sites of well-habituated Geoffroy’s spider monkey groups in Los Árboles Tulum in the Yucatán Peninsula, Mexico. We carried out 18 flight pairs—18 flights at sunset when the majority of individual spider monkeys were expected to have arrived at the sleeping sites, and 18 flights the next following morning at sunrise—before the monkeys began their daily movements. Our results revealed that in 12 out of the 18 flight pairs (67%), the number of monkeys counted at sunset differed from the number counted at sunrise. In 58% of these 12 flight pairs, more monkeys were counted at sunrise than at sunset. Furthermore, when changes in subgroup size occurred, they were more frequent (67%) when the subgroups at sleeping sites were larger (>10 monkeys). These changes in subgroup size are consistent with the occurrence of fissions and fusions continuing after dark. This study provides preliminary evidence that Geoffroy’s spider monkeys are more active during the night than generally assumed. Furthermore, our results highlight the value of TIR drones as an effective tool for studying primate social dynamics under low-light conditions. Unlike traditional ground-based observations, which depend on natural light, TIR drones allow for accurate and reliable monitoring throughout the night. By providing access to behavioral information that would otherwise remain hidden, this technology opens new possibilities for understanding the full temporal range of activity of diurnal species. Full article
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22 pages, 2616 KB  
Review
Operational Research Underpinning the Development of a Novel Integrated Multi-Trophic Aquaculture (IMTA) Peatlands-Based System for Demonstrating the Bioeconomy
by Neil J. Rowan
Appl. Sci. 2026, 16(3), 1583; https://doi.org/10.3390/app16031583 - 4 Feb 2026
Abstract
Developing the bioeconomy offers a critical sustainable path away from fossil fuels by using renewable biological resources to create feed, food, materials, and energy; fostering decarbonization; and supporting circular economic growth. However, the pivotal role of different demonstration facilities in unlocking viable bio-based [...] Read more.
Developing the bioeconomy offers a critical sustainable path away from fossil fuels by using renewable biological resources to create feed, food, materials, and energy; fostering decarbonization; and supporting circular economic growth. However, the pivotal role of different demonstration facilities in unlocking viable bio-based products remains to be fully defined and appreciated. This review addresses the importance and added value of developing a novel integrated multi-trophic aquaculture (IMTA) demonstration site in the peatlands as a scalable facility to support companies and end-users who are co-creating and testing appropriate bio-based products for new markets along with de-risking for investments. The operational activities necessary to develop and launch a fully functional IMTA-based bioeconomy demonstration site to meet a diversity of end-user expectations are considerable, including many unforeseen challenges that are addressed in this review. The IMTA site offers considerable potential for building a networked ecosystem of end-users (farmers, start-ups, entrepreneurs, companies, policy-makers), enabling alternative uses of land along with tailoring strategic policies for enhancing regional resilience and competitiveness with a global orientation. Full article
19 pages, 691 KB  
Article
Motivation and Engagement in Co-Created Assessment: Insights from Students as Pedagogical Partners
by Nagaletchimee Annamalai, Meerita Kunna Segaran and Ramesh Kumar Moona Haji Mohamed
Educ. Sci. 2026, 16(2), 242; https://doi.org/10.3390/educsci16020242 - 4 Feb 2026
Abstract
This study investigates students’ motivation and engagement when participating as pedagogical partners in co-creating assessment rubrics for English language learning. Grounded in self-determination theory, this research explores how students’ sense of autonomy, competence, and relatedness influence their motivation to engage in co-created assessment [...] Read more.
This study investigates students’ motivation and engagement when participating as pedagogical partners in co-creating assessment rubrics for English language learning. Grounded in self-determination theory, this research explores how students’ sense of autonomy, competence, and relatedness influence their motivation to engage in co-created assessment practices. Data was collected from 143 undergraduate students at a university in Dubai. Findings showed generally positive perceptions of autonomy, with many students valuing opportunities to contribute ideas to assessment design and reporting that co-creation enhanced their ownership of learning. Students also believed that co-created assessments improved their understanding of learning objectives. Students reported that co-creation clarified expectations, reduced anxiety, and allowed them to develop broader academic and soft skills. Despite these benefits, unfamiliarity with assessment design at times hindered effective participation. These findings suggest that co-created assessment can strengthen motivation by enhancing competence, autonomy, and relatedness, but it is also important for the students to have clear guidelines to support meaningful student involvement. Full article
(This article belongs to the Section Curriculum and Instruction)
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19 pages, 775 KB  
Article
Mechanisms and Simulations of Corporate Investment Decision-Making in Forestry Carbon Sequestration Under China’s Carbon Market
by Huibo Qi, Xiaowei Lu, Fei Long and Xiaoyu Zheng
Forests 2026, 17(2), 212; https://doi.org/10.3390/f17020212 - 4 Feb 2026
Abstract
Within the framework of the carbon market mechanism, corporate investments to secure forestry carbon credits play a pivotal role in mobilizing social capital for ecological construction and realizing the value of ecosystem services. This study integrates information decision theory and Bayesian network analysis [...] Read more.
Within the framework of the carbon market mechanism, corporate investments to secure forestry carbon credits play a pivotal role in mobilizing social capital for ecological construction and realizing the value of ecosystem services. This study integrates information decision theory and Bayesian network analysis to simulate corporate investment decision-making for forestry carbon sequestration within China’s carbon market. Through this approach, we explore the decision-making mechanisms behind corporate investments in forestry carbon sequestration and conduct decision simulations. The findings reveal several key insights: (1) External factors, including tax incentives, consumer preference for low-carbon products, and societal environmental awareness, exert a significant impact on the valuation of forestry carbon sequestration investments. Internally, the challenge posed by technological costs in achieving emission reductions significantly influences the evaluation of forestry carbon sequestration investments. (2) Investment value judgments are shaped by the nature of the decision-making problem, which inherently involves a synergistic relationship. (3) Corporations recognize the importance of forestry carbon sequestration in reducing the costs of emission reduction, formulating low-carbon development plans, expanding investment opportunities, and enhancing the quality of forestry carbon sequestration. (4) The collective value judgment of corporates regarding forestry carbon sequestration in terms of cost reduction for emission reduction, low-carbon development planning, investment opportunity expansion, and corporate image enhancement significantly influences their investment decisions in forestry carbon sequestration. (5) Corporate investment decisions exhibit a strong preference for market-based pricing and risk-sharing mechanisms. Consequently, enhancing the carbon information disclosure system and the carbon market trading mechanism, as well as establishing price protection and income stabilization expectations for forestry carbon sequestration, can encourage corporates to make investments in this area. This not only aids in the green, low-carbon transformation of businesses but also addresses the challenge of positive externalities associated with forestry carbon sequestration through market-oriented solutions. Full article
(This article belongs to the Special Issue Forestry Economy Sustainability and Ecosystem Governance)
17 pages, 8518 KB  
Article
Population Structure and Prediction of Potential Suitable Areas of Anemone davidii Franch. (Ranunculaceae) from Southwestern China
by Yongdong Shen, Xu Zhang, Yuxiao Zhang, Yu Zhang, Huimin Li, Long Wang and Yuanqi Chen
Forests 2026, 17(2), 207; https://doi.org/10.3390/f17020207 - 4 Feb 2026
Abstract
Anemone davidii Franch. is an herbaceous plant with high ornamental and medicinal value belonging to the Ranunculaceae family. Understanding its genetic diversity and predicting its potential habitat shifts are crucial for its germplasm conservation. In this study, we analyzed the genetic diversity of [...] Read more.
Anemone davidii Franch. is an herbaceous plant with high ornamental and medicinal value belonging to the Ranunculaceae family. Understanding its genetic diversity and predicting its potential habitat shifts are crucial for its germplasm conservation. In this study, we analyzed the genetic diversity of 164 individuals from A. davidii and its relatives using genotypic sequencing (GBS) technology. The results indicated that the expected heterozygosity (He) of 12 A. davidii populations ranged from 0.074 to 0.095, while the observed heterozygosity (Ho) ranged from 0.105 to 0.127. Phylogenetic, principal component (PCA), and population structure analyses revealed clear genetic separation among A. davidii, A. griffithii, and A. scabriuscula. The 12 A. davidii populations were grouped into three genetic clusters. Six populations—CQ, ES, SNJ, SZ, TR, and WX—of Central China were clustered together. Southwestern region populations were divided into two clusters (DG, PZ, SF and DY, EMS, HY). Low genetic differentiation values (Fst, 0.018–0.053) and high levels of gene flow (Nm, 4.4678–13.639) between populations were observed in this study, indicating that genetic differentiation was lower between adjacent populations. We also used the Maximum Entropy (MaxEnt) model to predict changes in suitable distribution areas of A. davidii across four time periods and two climate scenarios (RCP4.5, RCP8.5). Compared to the Last Glacial Maximum (LGM), the current suitable habitat area has contracted. Future climate projections indicated a progressive range contraction under both scenarios. Therefore, appropriate conservation measures are needed to address its limited genetic diversity and projected habitat loss under climate change. Our findings provide insights into the population genetics of A. davidii and the impact of climate change on plants of Southwestern China. Full article
(This article belongs to the Section Forest Biodiversity)
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23 pages, 651 KB  
Article
Empowered or Constrained? Digital Agency, Ethical Implications, and Students’ Intentions to Use Artificial Intelligence
by Dana Rad, Alina Roman, Anca Egerău, Sonia Ignat, Evelina Balaș, Tiberiu Dughi, Mușata Bocoș, Daniel Mara, Elena-Lucia Mara, Alina Costin, Radiana Marcu, Corina Costache Colareza, Claudiu Coman and Gavril Rad
Behav. Sci. 2026, 16(2), 222; https://doi.org/10.3390/bs16020222 - 3 Feb 2026
Abstract
Drawing on digital agency theory, expectancy–value frameworks, and self-regulated learning perspectives, this study proposes and tests a moderated mediation model explaining students’ intentions to use AI. Using data from 673 university students, we examined whether sense of positive agency (SOPA) predicts intention to [...] Read more.
Drawing on digital agency theory, expectancy–value frameworks, and self-regulated learning perspectives, this study proposes and tests a moderated mediation model explaining students’ intentions to use AI. Using data from 673 university students, we examined whether sense of positive agency (SOPA) predicts intention to use AI indirectly through perceived value and perceived benefits of AI, and whether these pathways are conditionally shaped by sense of negative agency (SONA). Conditional process analysis (PROCESS Model 59) showed that SOPA had no direct effect on intention to use AI (b = 0.013, p = 0.882). Instead, its influence was fully indirect and conditional. SOPA predicted perceived value and perceived benefits of AI only at moderate to high levels of SONA, with significant SOPA × SONA interactions for both mediators (p = 0.040). Perceived value strongly predicted intention to use AI (b = 0.385, p < 0.001), and this relationship was amplified at higher levels of negative agency (b = 0.138, p = 0.002). In contrast, the effect of perceived benefits on intention weakened as SONA increased (b = −0.125, p = 0.005), becoming non-significant at higher levels of negative agency (Johnson–Neyman point ≈ 2.99). The final model explained 50.4% of the variance in intention to use AI. Overall, the findings indicate a conditional appraisal mechanism: as negative agency increases, perceived value becomes a stronger predictor of intention, whereas the motivational contribution of perceived benefits weakens and becomes non-significant beyond the Johnson–Neyman threshold. These results support an agency-aware account of AI adoption focused on how cognitive appraisals relate to intention under different perceived agency orientations, without implying ethical reasoning or moral deliberation processes not measured in this study. Full article
(This article belongs to the Section Educational Psychology)
21 pages, 2769 KB  
Article
Study of a University Campus Smart Microgrid That Contains Photovoltaics and Battery Storage with Zero Feed-In Operation
by Panagiotis Madouros, Yiannis Katsigiannis, Evangelos Pompodakis, Emmanuel Karapidakis and George Stavrakakis
Solar 2026, 6(1), 8; https://doi.org/10.3390/solar6010008 - 3 Feb 2026
Viewed by 28
Abstract
Smart microgrids are localized energy systems that integrate distributed energy resources, such as photovoltaics (PVs) and battery storage, to optimize energy use, enhance reliability, and minimize environmental impacts. This paper investigates the operation of a smart microgrid installed at the Hellenic Mediterranean University [...] Read more.
Smart microgrids are localized energy systems that integrate distributed energy resources, such as photovoltaics (PVs) and battery storage, to optimize energy use, enhance reliability, and minimize environmental impacts. This paper investigates the operation of a smart microgrid installed at the Hellenic Mediterranean University (HMU) campus in Heraklion, Crete, Greece. The system, consisting of PVs and battery storage, operates under a zero feed-in scheme, which maximizes on-site self-consumption while preventing electricity exports to the main grid. With increasing PV penetration and growing grid congestion, this scheme is an increasingly relevant strategy for microgrid operations, including university campuses. A properly sized PV–battery microgrid operating under zero feed-in operation can remain financially viable over its lifetime, while additionally it can achieve significant environmental benefits. The study performed at the HMU Campus utilizes measured hourly data of load demand, solar irradiance, and ambient temperature, while PV and battery components were modeled based on real technical specifications. The study evaluates the system using financial and environmental performance metrics, specifically net present value (NPV) and annual greenhouse gas (GHG) emission reductions, complemented by sensitivity analyses for battery technology (lead–carbon and lithium-ion), load demand levels, varying electricity prices, and projected reductions in lithium-ion battery costs over the coming years. The findings indicate that the microgrid can substantially reduce grid electricity consumption, achieving annual GHG emission reductions exceeding 600 tons of CO2. From a financial perspective, the optimal configuration consisting of a 760 kWp PV array paired with a 1250 kWh lead–carbon battery system provides a system autonomy of 46% and achieves an NPV of EUR 1.41 million over a 25-year horizon. Higher load demands and electricity prices increase the NPV of the optimal system, whereas lower load demands enhance the system’s autonomy. The anticipated reduction in lithium-ion battery costs over the next 5–10 years is expected to provide improved financial results compared to the base-case scenario. These results highlight the techno-economic viability of zero feed-in microgrids and provide valuable insights for the planning and deployment of similar systems in regions with increasing renewable penetration and grid constraints. Full article
(This article belongs to the Special Issue Efficient and Reliable Solar Photovoltaic Systems: 2nd Edition)
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26 pages, 956 KB  
Article
Exploring Olive Tourism in Greece: Unveiling the Profiles, Motives, and Expectations of Domestic Visitors
by Maria Kouri and Marios Kondakis
Sustainability 2026, 18(3), 1521; https://doi.org/10.3390/su18031521 - 3 Feb 2026
Viewed by 64
Abstract
Although Greece is a leading olive oil producer, research on olive tourism (OT) remains limited, restricting the development of evidence-based policies and strategies. This study utilises primary data from 55 qualitative interviews conducted with OT visitors across Greece in 2023 to examine the [...] Read more.
Although Greece is a leading olive oil producer, research on olive tourism (OT) remains limited, restricting the development of evidence-based policies and strategies. This study utilises primary data from 55 qualitative interviews conducted with OT visitors across Greece in 2023 to examine the sociodemographic characteristics, visiting behaviours, motivations, and expectations of domestic OT participants. These visitors are primarily mature, highly educated individuals with medium to high income levels. Their main motivations include acquiring specialised knowledge, cultivating a personal interest in olive-related culture, and seeking connections with local and familial heritage. They prefer experiences that highlight the sociocultural and culinary aspects of olives and olive oil, especially those that facilitate the practical application of new knowledge. Interactivity, experimentation, social engagement, and outdoor activities are highly valued. Comparative analysis with OT studies from Spain, Portugal, and Italy reveals similarities in visitor demographics but also identifies notable differences in motivations and expectations. By addressing a significant research gap, these findings offer policymakers, tourism operators, and producers strategic guidance for OT development in Greece, as well as transferable insights useful to other olive-producing countries. The study also demonstrates the potential for well-designed OT initiatives to promote sustainable rural development, preserve cultural and environmental heritage, extend the tourism season, and strengthen local economies. Full article
(This article belongs to the Section Tourism, Culture, and Heritage)
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32 pages, 402 KB  
Article
Constrained Quantization for Probability Distributions
by Megha Pandey and Mrinal Kanti Roychowdhury
Mathematics 2026, 14(3), 529; https://doi.org/10.3390/math14030529 - 2 Feb 2026
Viewed by 58
Abstract
In this work, we extend the classical framework of quantization for Borel probability measures defined on normed spaces Rk by introducing and analyzing the notions of the nth constrained quantization error, constrained quantization dimension, and constrained quantization coefficient. These concepts generalize [...] Read more.
In this work, we extend the classical framework of quantization for Borel probability measures defined on normed spaces Rk by introducing and analyzing the notions of the nth constrained quantization error, constrained quantization dimension, and constrained quantization coefficient. These concepts generalize the well-established nth quantization error, quantization dimension, and quantization coefficient, which are traditionally considered in the unconstrained setting and thereby broaden the scope of quantization theory. A key distinction between the unconstrained and constrained frameworks lies in the structural properties of optimal quantizers. In the unconstrained setting, if the support of P contains at least n elements, then the elements of an optimal set of n-points coincide with the conditional expectations over their respective Voronoi regions; this characterization does not, in general, persist under constraints. Moreover, it is known that if the support of P contains at least n elements, then any optimal set of n-points in the unconstrained case consists of exactly n distinct elements. This property, however, may fail to hold in the constrained context. Further differences emerge in asymptotic behaviors. For absolutely continuous probability measures, the unconstrained quantization dimension is known to exist and equals the Euclidean dimension of the underlying space. In contrast, we show that this equivalence does not necessarily extend to the constrained setting. Additionally, while the unconstrained quantization coefficient exists and assumes a unique, finite, and positive value for absolutely continuous measures, we establish that the constrained quantization coefficient can exhibit significant variability and may attain any nonnegative value, depending critically on the specific nature of the constraint applied to the quantization process. Full article
(This article belongs to the Section C: Mathematical Analysis)
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17 pages, 295 KB  
Article
Communication and Standoff
by Catherine Hafer
Games 2026, 17(1), 7; https://doi.org/10.3390/g17010007 - 2 Feb 2026
Viewed by 44
Abstract
This paper examines the potential for pre-play communication to shorten the duration of two-player incomplete-information wars of attrition. If players’ types constitute costlessly verifiable information, then all types of players disclose their types, resulting in the war of attrition having duration zero. However, [...] Read more.
This paper examines the potential for pre-play communication to shorten the duration of two-player incomplete-information wars of attrition. If players’ types constitute costlessly verifiable information, then all types of players disclose their types, resulting in the war of attrition having duration zero. However, if type constitutes unverifiable information, the results are less sanguine. Pre-play cheap-talk communication has no effect on the play of the subsequent war of attrition. Mediated cheap-talk communication is no better: No institution that relies on players’ cheap-talk reports can systematically allocate the prize to the player who values it more highly at a lower resource cost than is entailed in equilibrium play of the war of attrition. Costly signaling in the form of burning money can effectively supplant the war of attrition as a means of allocating the prize, but it requires the same expected equilibrium resource expenditures, with the same expected distribution across types, as does the war of attrition. Thus, in spite of players’ unanimous preference for a system in which types are made known, and in spite of their disclosing type in equilibrium when type is verifiable, they nonetheless expend resources to credibly communicate their types when type is not verifiable, and the resources expended are, on average, equivalent to those expended in a war of attrition. Full article
25 pages, 2737 KB  
Review
Integration of Artificial Intelligence in Food Processing Technologies
by Ali Ayoub
Processes 2026, 14(3), 513; https://doi.org/10.3390/pr14030513 - 2 Feb 2026
Viewed by 185
Abstract
The food processing industry is undergoing a profound transformation with the integration of Artificial Intelligence (AI), evolving from traditional automation to intelligent, adaptive systems aligned with Industry 5.0 principles. This review examines AI’s role across the food value chain, including supply chain management, [...] Read more.
The food processing industry is undergoing a profound transformation with the integration of Artificial Intelligence (AI), evolving from traditional automation to intelligent, adaptive systems aligned with Industry 5.0 principles. This review examines AI’s role across the food value chain, including supply chain management, quality control, process optimization in key unit operations, and emerging areas. Recent advancements in machine learning (ML), computer vision, and predictive analytics have significantly improved detection in food processing, achieving accuracy exceeding 98%. These technologies have also contributed to energy savings of 15–20% and reduced waste through real-time process optimization and predictive maintenance. The integration of blockchain and Internet of Things (IoT) technologies further strengthens traceability and sustainability across the supply chain, while generative AI accelerates the development of novel food products. Despite these benefits, several challenges persist, including substantial implementation costs, heterogeneous data sources, ethical considerations related to workforce displacement, and the opaque, “black box” nature of many AI models. Moreover, the effectiveness of AI solutions remains context-dependent; some studies report only marginal improvements in dynamic or data-poor environments. Looking ahead, the sector is expected to embrace autonomous manufacturing, edge computing, and bio-computing, with projections indicating that the AI market in food processing could approach $90 billion by 2030. Full article
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19 pages, 2468 KB  
Article
Nutritional Improvement of Sugar-Snap Cookies Supplemented with Ganoderma sessile and Pleurotus ostreatus Solid-State Fermentation Flours
by Antonella Mazzola, Pablo Ribotta, Francisco Kuhar, Fernanda Quiroga and Alina Greslebin
Foods 2026, 15(3), 510; https://doi.org/10.3390/foods15030510 - 2 Feb 2026
Viewed by 107
Abstract
Wheat and rice are major sources of human nutrition worldwide. Solid-state fermentation (SSF) with lignocellulolytic mushrooms can enhance their nutritional value and increase their functional properties. However, this technology is not yet widely applied. In this work, whole wheat and brown rice hydrated [...] Read more.
Wheat and rice are major sources of human nutrition worldwide. Solid-state fermentation (SSF) with lignocellulolytic mushrooms can enhance their nutritional value and increase their functional properties. However, this technology is not yet widely applied. In this work, whole wheat and brown rice hydrated to 60% were used as substrates for the edible mushroom Pleurotus ostreatus and the medicinal Ganoderma sessile, which were incubated for 14 days at 25 °C in the dark. The fermented substrate biomass was incorporated into standard sugar-snap cookie recipes, substituting 20% of the wheat flour. We evaluated the technological and nutritional properties of alternative fermented flours and cookies. Both the fermented flours and cookies exhibited increased soluble and total protein content, antioxidant power, and phenol content, indicating overall functional improvement. Fermented G. sessile flour also showed increased triterpenoid content. The physical quality of cookies remained within expected ranges, demonstrating the feasibility of the application. These results highlight the potential of SSF as a method for nutritional and functional enrichment of grains and extend the health benefits of mushrooms to populations relying on low-cost, grain-derived carbohydrates. Further studies on digestibility and in vivo activity of metabolites are needed to confirm the potential health benefits of fermented flours. Full article
(This article belongs to the Section Nutraceuticals, Functional Foods, and Novel Foods)
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23 pages, 4685 KB  
Article
Animal Skin Attenuation in the Millimeter Wave Spectrum
by Yarden Shay, Alex Shteinman, Moshe Einat, Asher Yahalom, Helena Tuchinsky and Stella Liberman-Aronov
Eng 2026, 7(2), 67; https://doi.org/10.3390/eng7020067 - 1 Feb 2026
Viewed by 208
Abstract
We quantify the transmission and absorption of 75–110 GHz radiation through ex vivo porcine skin. Millimeter waves are currently used in a range of technologies, including communication systems, fog-penetrating radar, and the detection of hidden weapons or drugs. They have also been proposed [...] Read more.
We quantify the transmission and absorption of 75–110 GHz radiation through ex vivo porcine skin. Millimeter waves are currently used in a range of technologies, including communication systems, fog-penetrating radar, and the detection of hidden weapons or drugs. They have also been proposed for use in non-lethal weaponry and, more recently, in targeted cancer therapies. Since pigs are often used as biological models for humans, determining how deeply millimeter waves penetrate a pig’s skin and influence the underlying tissues is essential for understanding their potential effects on humans. This experimental study aims to quantify that penetration and associated energy loss. The results show significant absorption in the skin and fat layer. Attenuation of over three orders of magnitude can be expected in penetration through a layer with a thickness of about 12 mm (−30 dB). The reflectance from the skin is similar at all frequencies. The values range from −10 to −20 dB, which probably depends on the texture of the skin. Therefore, most skin transfer loss is caused by absorption. Full article
(This article belongs to the Special Issue Interdisciplinary Insights in Engineering Research)
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