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Search Results (724)

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28 pages, 1541 KB  
Article
An Entropy-Based Framework for Hybrid Coalitions in Game Theory—Part I: Human Arbitration
by Salomé A. Sepúlveda-Fontaine and José M. Amigó
Entropy 2026, 28(4), 473; https://doi.org/10.3390/e28040473 - 20 Apr 2026
Viewed by 210
Abstract
Classical Game Theory underpins much of AI and multi-agent research, but hybrid Human–AI systems require a framework in which execution authority can alternate within a digital environment. We introduce Neo-Game Theory, an extension of Classical Game Theory for hybrid Human–AI coalitions operating under [...] Read more.
Classical Game Theory underpins much of AI and multi-agent research, but hybrid Human–AI systems require a framework in which execution authority can alternate within a digital environment. We introduce Neo-Game Theory, an extension of Classical Game Theory for hybrid Human–AI coalitions operating under Virtual Nature, the algorithmic analogue of classical (physical) Nature. The framework combines a lexicographic coalition utility with a delegation rule based on the Jensen–Shannon divergence between Human and AI policies. Two thresholds define agreement, contextual, and disagreement regions. In the contextual region, execution follows a scenario-specific rule. Apart from the theory, in this paper we develop the first regime, Human arbitration, in which the AI learns by observation and frequency matching while the Human retains final execution authority. We establish the axiomatic basis of the framework and characterize a frequency-convergence equilibrium, providing the foundation for later extensions and computational validation. Full article
(This article belongs to the Section Information Theory, Probability and Statistics)
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9 pages, 1831 KB  
Case Report
Multiple Calcaneus Secundarius Ossicles Presenting with Anterior Foot Pain: A Case Report Highlighting Characteristic Imaging Features
by Ki Jin Jung, Eui Dong Yeo, Jeong Han Nam and Woo Jong Kim
J. Clin. Med. 2026, 15(8), 3122; https://doi.org/10.3390/jcm15083122 - 20 Apr 2026
Viewed by 176
Abstract
Background: Calcaneus secundarius (CS) is an accessory ossicle located at the anterior aspect of the calcaneus and is typically an incidental and asymptomatic radiographic finding. However, it may become symptomatic following trauma or repetitive mechanical stress and can mimic anterior calcaneal process [...] Read more.
Background: Calcaneus secundarius (CS) is an accessory ossicle located at the anterior aspect of the calcaneus and is typically an incidental and asymptomatic radiographic finding. However, it may become symptomatic following trauma or repetitive mechanical stress and can mimic anterior calcaneal process fracture or tarsal coalition, leading to diagnostic confusion. The presence of multiple independent CS ossicles represents a rare morphological variant and a potential source of diagnostic ambiguity. Methods: We report the case of a 19-year-old male soldier who presented with progressive anterior foot pain following soccer activity without a clearly identifiable traumatic event. Radiographs, computed tomography (CT), and magnetic resonance imaging (MRI) were performed to evaluate the underlying pathology. Results: CT demonstrated two separate, well-corticated accessory ossicles adjacent to the anterior calcaneal process without bony continuity. MRI revealed focal bone marrow edema (BME) at the calcaneus–ossicle interface, suggesting mechanical irritation at the fibrous connection. Due to persistent symptoms and concordant imaging findings, surgical excision was performed, resulting in immediate pain relief and return to full daily and sports activities without recurrence at the 1-year follow-up. Conclusions: Multiple CS ossicles may produce fragment-like imaging appearances and increase the risk of misdiagnosis. Recognition of characteristic imaging features, particularly well-corticated ossicles and focal BME at the ossicle–calcaneus interface, together with clinical correlation, is essential for accurate diagnosis and appropriate management in patients with persistent anterior foot pain. Full article
(This article belongs to the Special Issue Foot and Ankle Surgery: Current Advances and Prospects)
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25 pages, 6962 KB  
Article
Port Green Investment Based on Non-Cooperative–Cooperative Biform Game
by Qian Zhang, Shuo Huang and Zhan Bian
Sustainability 2026, 18(8), 4036; https://doi.org/10.3390/su18084036 - 18 Apr 2026
Viewed by 194
Abstract
Carbon emission regulations and customers’ green preferences require ports and shipping companies to develop green services, but green investments entail significant costs. Vertical alliance cooperation between ports and shipping companies through sharing costs can address this issue. Most studies use non-cooperative game to [...] Read more.
Carbon emission regulations and customers’ green preferences require ports and shipping companies to develop green services, but green investments entail significant costs. Vertical alliance cooperation between ports and shipping companies through sharing costs can address this issue. Most studies use non-cooperative game to analyze the competitive relationship between ports and shipping companies. Although such research can capture price competition, they struggle to address the distribution of cooperative benefits within an alliance. They also fail to simultaneously reflect the coexistence of competition and cooperation. So, we constructed a non-cooperative–cooperative biform game to analyze green investment under vertical alliance. In the non-cooperative stage, the model captures vertical price competition between ports and shipping companies, as well as horizontal competition among supply chains. In the cooperative stage, the Shapley value is used to allocate the coalition profits from green investment cooperation. The results indicate that alliance cooperation can promote the green development of shipping. Moderate green competition can promote the green development of shipping. Route substitution competition will increase service prices and green investment level and reduce the cost-sharing ratio for shipping companies. Port congestion prompts ports to increase green investment level. These findings offer references for the green collaborative development of ports and shipping companies across different countries, thereby enriching the research framework for global sustainable development in shipping. Full article
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19 pages, 294 KB  
Article
Using International Human Rights to Address Anti-Transgender and Anti-Gender-Affirming Care Laws in the United States
by Katherine M. Fobear
Soc. Sci. 2026, 15(4), 237; https://doi.org/10.3390/socsci15040237 - 7 Apr 2026
Viewed by 396
Abstract
Over the past five years, the number of new United States laws banning gender-affirming care, restricting public access to services and spaces for transgender and gender-diverse persons, and forcibly outing transgender youth in schools has increased dramatically. Much of the focus in the [...] Read more.
Over the past five years, the number of new United States laws banning gender-affirming care, restricting public access to services and spaces for transgender and gender-diverse persons, and forcibly outing transgender youth in schools has increased dramatically. Much of the focus in the media and research has been on the domestic political and social causes of these anti-transgender and anti-gender-affirming care laws and their devastating effects on vulnerable transgender and gender-diverse communities. This article argues that the current wave of anti-transgender and anti-gender-affirming care laws violates civil and human rights in the context of international human rights resolutions and principles on healthcare and displacement. I explore the implications of using international human rights to challenge anti-transgender and anti-gender-affirming care legislation and what coalitional possibilities exist when expanding the fight against these laws transnationally. Full article
(This article belongs to the Section Gender Studies)
17 pages, 5307 KB  
Article
Impact of Synthesis Temperature on the Structural, Electronic Structural, Optical, Magnetic, and Electrochemical Properties of SmFeO3 Nanoparticles
by Sakshi Khandal, Preksha Gagneja, Manas Nasit, Sameer Saharan, Sarita Khaturia, Pratibha Sharma, Sujata Kumari, P. A. Alvi, Naveen Yadav, Bon-Heun Koo, Shalendra Kumar and Kavita Kumari
Condens. Matter 2026, 11(2), 11; https://doi.org/10.3390/condmat11020011 - 31 Mar 2026
Viewed by 374
Abstract
The multifunctional attributes of SmFeO3 make it a promising candidate for the current diverse technological applications. Therefore, in this work, we investigated the effect of synthesis temperature on the magnetic, optical and electrochemical properties of SmFeO3 nanoparticles at room temperature (SFO-RT) [...] Read more.
The multifunctional attributes of SmFeO3 make it a promising candidate for the current diverse technological applications. Therefore, in this work, we investigated the effect of synthesis temperature on the magnetic, optical and electrochemical properties of SmFeO3 nanoparticles at room temperature (SFO-RT) and 50 °C (SFO-50) when prepared through the co-precipitation method. The XRD analysis revealed two distinct phases: SmFeO3 and Sm2O3 as secondary with SmFeO3 emerging as the primary phase (88–93%). The FESEM images showed the amalgamated morphology of the nanoparticles indicating the enhanced thermal kinetics of the solution which not only limited the particle growth but also facilitated their coalition. The band gap energy was found to be 2.2 and 2.3 eV for SFO-RT and SFO-50, respectively, while the values of saturation magnetization noted were 2.14 and 1.53 emu/g for SFO-RT and SFO-50, respectively. The XPS analysis revealed Sm to be in a +3 oxidation state, while Fe was in a mixed (+3/+2) oxidation state showing an increase in the ionic concentration in SFO-50. From the electrochemical measurements, the highest specific capacitance was observed for SFO-50 (65.8 F/g) as compared to SFO-RT (49.3 F/g). The results indicate a clear effect of synthesis temperature on the properties of SmFeO3. Here, two factors played a prominent role: one was the morphology, shaped through the particle growth, and the other was the secondary phase. The decrease in the size of the agglomerated particles and phase fraction of the secondary phase brought about necessary changes in the structural attributes to reduce the saturation magnetization and enhance the specific capacitance of SFO-50. Overall, this study shows that the synthesis temperature affects the crystalline structure and phase fractions leading to the modulation of electronic structure, band gap, magnetic interactions and specific capacitance. Full article
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22 pages, 4077 KB  
Article
Electrochemical Impedance Spectroscopy Study of the KI:EG Molar Ratio Effect on the Electrochemical and Interfacial Properties of KI:EG:I2 Deep Eutectic Electrolytes for Dye-Sensitized Solar Cells
by Akotchayé Amenou, Komi Apélété Amou, Essowè Mouzou, Komlan Segbéya Gadedjisso-Tossou, Mazabalo Baneto and Ayayi Claude Ahyi
Molecules 2026, 31(7), 1159; https://doi.org/10.3390/molecules31071159 - 31 Mar 2026
Viewed by 451
Abstract
Using electrochemical impedance spectroscopy (EIS), a technique that analyzes the electrical response of a system subjected to a sinusoidal disturbance in order to probe its physicochemical properties, this study determined an optimal molar ratio of 1:7 between ethylene glycol (EG) and potassium iodide [...] Read more.
Using electrochemical impedance spectroscopy (EIS), a technique that analyzes the electrical response of a system subjected to a sinusoidal disturbance in order to probe its physicochemical properties, this study determined an optimal molar ratio of 1:7 between ethylene glycol (EG) and potassium iodide (KI). This composition significantly improves the electrochemical performance of the KI, EG, and I2 electrolyte for photovoltaic applications. Four formulations with KI:EG molar ratios of 1:5, 1:7, 1:9, and 1:11 were synthesized. The amount of diiodine (I2) was fixed at 0.1 mol% relative to the amount of KI. These electrolytes were then characterized by EIS. The series resistance (Rs), charge transfer resistance (Rct), diffusion resistance (Rw), CPE (constant phase element) parameter, and exponent (n) were extracted and compared. The results show that the formulation with KI:EG = 1:7 has the lowest Rct (3.054 Ω) and Rw (7.296 Ω) values, indicating optimal redox kinetics and improved ion transport within the electrolyte. This molar ratio corresponds to a minimum Rs value (5.612 Ω), indicating reduced series resistance. The mechanisms of solvation, viscosity, and ion diffusion are examined. This work, based exclusively on screening by electrochemical impedance spectroscopy (EIS), highlights the decisive role of solvent composition in electrolyte performance. It identifies an optimal molar ratio window that strikes a balance between redox efficiency and ion mobility, with a view to improving DSSC performance. Full article
(This article belongs to the Section Electrochemistry)
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20 pages, 1974 KB  
Article
Genetic Relatedness Is Uncoupled from Fruit Color in Sour Cherry: Evidence from SSR, S-RNase, and Expression Profiling
by Attila Hegedűs, Péter Pfeiffer, Endre György Tóth and Júlia Halász
Plants 2026, 15(7), 1069; https://doi.org/10.3390/plants15071069 - 31 Mar 2026
Viewed by 506
Abstract
Sour cherry (Prunus cerasus L.) exhibits remarkable phenotypic and genetic diversity, historically classified into morello and amarelle groups based on fruit pigmentation. However, the genetic foundations of these categories remain unclear. Here, we combine 10 SSR loci with S-RNase genotyping [...] Read more.
Sour cherry (Prunus cerasus L.) exhibits remarkable phenotypic and genetic diversity, historically classified into morello and amarelle groups based on fruit pigmentation. However, the genetic foundations of these categories remain unclear. Here, we combine 10 SSR loci with S-RNase genotyping to evaluate genetic diversity, phylogenetic relationships, and population structure across 27 Hungarian and internationally relevant sour cherry cultivars. The marker panel proved highly informative, yielding 78 SSR alleles and 17 S-alleles, with a multilocus probability of identity of 3.97 × 10−7. Phylogenetic reconstruction, minimum spanning networks, Bayesian clustering, and PCoA consistently resolved five genetically coherent groups that largely reflect known breeding histories and regional selection rather than fruit color classes. High- and low-anthocyanin cultivars frequently co-occurred within clades, demonstrating that pigmentation does not track genome-wide relatedness. To investigate proximate molecular mechanisms, we profiled flavonoid-pathway gene expression in contrasting accessions (VN-1 and ‘Pipacs 1’). VN-1 exhibited strong late-ripening induction of structural genes and MYB10, whereas ‘Pipacs 1’ showed attenuated late activation and higher early expression of ANR, LAR, and UFGT, suggesting divergent transcriptional regulation and pathway flux between the two genotypes. Together, these results indicate that fruit color variation is largely independent of the multilocus relatedness patterns captured by our marker set, and is likely influenced by lineage-specific regulatory differences. Full article
(This article belongs to the Section Plant Genetics, Genomics and Biotechnology)
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13 pages, 249 KB  
Conference Report
CEPI Workshop Report: Applying Disease X Vaccine Library and Knowledge Base Approaches to Severe Fever with Thrombocytopenia Syndrome (SFTS)
by Mitsutaka Kitano, Byoung-Shik Shim, Hitoshi Sasaki, Jonathan F. Lovell, V. Narry Kim, Rachel Kim, Wei-Chao Huang, Sun Bean Kim, Woo-Jung Park, Alison A. Bettis, Keun Hwa Lee, Yuki Takamatsu, Javier Castillo-Olivares, Rokusuke Yoshikawa, Jimmy D. Gollihar, Thomas H. Segall-Shapiro, Keith C. Spencer, Gene Malin, Nora M. Gerhards, Polina Brangel, Lindi Dalland, Soo-Young Kwon, Satoshi Kaneko, Kouichi Morita, Manki Song and Timothy Endyadd Show full author list remove Hide full author list
Vaccines 2026, 14(4), 304; https://doi.org/10.3390/vaccines14040304 - 28 Mar 2026
Viewed by 828
Abstract
On 9–10 December 2025, the Coalition for Epidemic Preparedness Innovations (CEPI) and the International Vaccine Institute (IVI) convened a workshop in Seoul under CEPI’s Disease X Program. The primary objective was to identify existing gaps needing to be filled and streamline vaccine development [...] Read more.
On 9–10 December 2025, the Coalition for Epidemic Preparedness Innovations (CEPI) and the International Vaccine Institute (IVI) convened a workshop in Seoul under CEPI’s Disease X Program. The primary objective was to identify existing gaps needing to be filled and streamline vaccine development and preparedness for Severe Fever with Thrombocytopenia Syndrome (SFTS). CEPI’s partners and experts discussed a multifaceted agenda, ranging from understanding the evolving epidemiology to the refinement of animal models and immunological assay harmonization. Key outcomes included the refinement of Target Product Profiles (TPPs) specifying use cases for both peacetime and outbreak contexts, alongside a recommendation for a core immunoassay panel aimed at harmonizing evaluation frameworks and mitigating the challenges posed by low SFTS prevalence. Integration of the One Health approach emerged as a critical strategy for SFTS prevention, complemented by proactive regulatory engagement to compress vaccine development timelines. This report summarizes these key insights from the workshop, delineating a strategic framework for delivering safe, effective, and accessible vaccines for SFTS and broader Disease X threats. Full article
(This article belongs to the Section Vaccines and Public Health)
20 pages, 24149 KB  
Article
Floral Anatomy, Sporogenesis, and Gametogenesis in the Rubber Dandelion (Taraxacum kok-saghyz): Implications for Breeding and Crop Development
by Carolina Schuchovski, Tea Meulia, Bruno Francisco Sant’Anna-Santos, Elaine Lopes Pereira Nunes and Jonathan Fresnedo-Ramírez
Plants 2026, 15(7), 1036; https://doi.org/10.3390/plants15071036 - 27 Mar 2026
Viewed by 589
Abstract
Taraxacum kok-saghyz (TK), the rubber dandelion, is an emerging crop offering potential for sustainable natural rubber production independent of tropical climates. Successful domestication of TK requires a mechanistic understanding of its reproductive biology, yet floral anatomy, sporogenesis, and gametogenesis remain poorly characterized. We [...] Read more.
Taraxacum kok-saghyz (TK), the rubber dandelion, is an emerging crop offering potential for sustainable natural rubber production independent of tropical climates. Successful domestication of TK requires a mechanistic understanding of its reproductive biology, yet floral anatomy, sporogenesis, and gametogenesis remain poorly characterized. We hypothesized that TK’s reproductive development follows the general patterns of sexually reproducing diploid Taraxacum species and other Asteraceae, distinguishable from the irregular meiosis reported in apomictic taxa. Here, using light and scanning electron microscopy across multiple developmental stages, we describe the floral and inflorescence anatomy, as well as sporogenesis and gametogenesis in TK. Anther development in TK predominantly follows the simultaneous microsporogenesis pattern, typical of eudicots, producing regular tetrahedral tetrads. Notably, we also observed occasional successive-type events resulting in dyads and tetragonal tetrads, indicating a previously unreported developmental variation within the species, culminating in mature tricellular pollen. We detail key reproductive structures, including anther wall layers, ovary mesophyll differentiation, and the presence of a micropylar obturator. The meiotic behavior and gametophyte development observed in TK are consistent with those of diploid, sexually reproducing Taraxacum species and other members of the Asteraceae, in contrast to the irregular meiosis reported in Taraxacum apomictic taxa. These newly described morphoanatomical details on reproductive aspects will inform breeding strategies and advance our understanding of pollination, fertilization, and seed development in TK. Full article
(This article belongs to the Section Plant Development and Morphogenesis)
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8 pages, 204 KB  
Brief Report
Addressing Food and Nutrition Security Through Community Initiatives: Assessment of Healthier Food Incentive Programs in U.S. Municipalities
by Nathalie Celestin, Reena Oza-Frank, Brianna Smarsh, Seung Hee Lee and Diane M. Harris
Nutrients 2026, 18(7), 1055; https://doi.org/10.3390/nu18071055 - 26 Mar 2026
Viewed by 432
Abstract
Background/Objectives: Healthy food incentive programs (HFIP), such as fruit and vegetable voucher incentives, can supplement other nutrition assistance programs to support food and nutrition security. However, little is known about the prevalence of HFIP, particularly at the municipal level. This study examines the [...] Read more.
Background/Objectives: Healthy food incentive programs (HFIP), such as fruit and vegetable voucher incentives, can supplement other nutrition assistance programs to support food and nutrition security. However, little is known about the prevalence of HFIP, particularly at the municipal level. This study examines the prevalence of HFIP in a nationally representative sample of U.S. municipalities and the association between the availability of HFIP and municipal characteristics. Methods: Using data from the CDC’s 2021 National Survey of Community-Based Policy and Environmental Supports for Healthy and Active Living (n = 1982 municipalities), a weighted bivariate analysis and multivariable logistic regression analysis were conducted to estimate the prevalence of HFIP overall and by municipal characteristics, and to assess the relationship between municipal characteristics and HFIP. Results: Only 7.8% of municipalities reported offering HFIP in 2021. The odds of having an HFIP were higher in municipalities with a food policy council (aOR 2.8; 95%CI: 1.9, 3.9) compared to those without. Larger communities (size ≥ 50,000 reported 24.6%) and those with a higher prevalence of residents living in poverty were also more likely to offer HFIP. Conclusions: Few municipalities reported offering HFIP. Results suggested that engaging institutions and individuals (e.g., via food access coalitions) may be strategies that could support municipalities initiating and implementing HFIP to improve diet quality and reduce chronic disease risk. Full article
(This article belongs to the Section Nutrition and Public Health)
52 pages, 2837 KB  
Review
Technological Bottlenecks in Fuels for Maritime Decarbonization
by Renata Costa
J. Mar. Sci. Eng. 2026, 14(6), 570; https://doi.org/10.3390/jmse14060570 - 19 Mar 2026
Viewed by 759
Abstract
Maritime decarbonization has shifted from a long-term aspiration to an engineering and systems-integrated problem under near-term compliance pressure. International regulatory bodies, governments, and a wide array of private-sector coalitions will tighten greenhouse-gas fuel-emission standards from 2028, translating climate targets into enforceable cost signals [...] Read more.
Maritime decarbonization has shifted from a long-term aspiration to an engineering and systems-integrated problem under near-term compliance pressure. International regulatory bodies, governments, and a wide array of private-sector coalitions will tighten greenhouse-gas fuel-emission standards from 2028, translating climate targets into enforceable cost signals and accelerating interest in alternative-fuel and retrofit pathways. This review synthesizes the state of the art (SoA) of maritime decarbonization by mapping where technological bottlenecks concentrate along the well-to-wake (WtW) value chain for the main candidate pathways: biofuels, LNG/bio-LNG, hydrogen, ammonia, e-methanol, and electrification, and by benchmarking them side-by-side using a unified framework designed to compare their realizable well-to-wake GHG-reduction potential under maritime operating constraints. Building on that comparative lens, this work aims to connect pathway readiness to the near-term market and regulatory reality, while the alternative-fuel-capable fleet is projected to expand rapidly, creating a structural capability vs. supply gap, in which, for example, ship readiness can outpace low-GHG fuel availability and bunkering rollout. The merged evidence indicates that near-term abatement will be dominated by scalable drop-in biofuels, whereas deep-sea options (ammonia/hydrogen and e-fuels) remain gated by upstream low-GHG production, port infrastructure, and safety/regulatory maturation. Nevertheless, mid-term deployment of low-GHG fuels can act as a system “relief valve”, reducing infrastructure lock-in and accelerating emissions reductions while zero-carbon fuel supply chains scale up. Full article
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14 pages, 2509 KB  
Review
Talocalcaneal Coalition: Current Concepts, Clinical Implications, and Management Strategies
by Antonio Mascio, Chiara Comisi, Virginia Cinelli, Federico Moretti, Gloria Assegbede, Giulio Maccauro, Tommaso Greco and Carlo Perisano
Life 2026, 16(3), 495; https://doi.org/10.3390/life16030495 - 18 Mar 2026
Viewed by 666
Abstract
Talocalcaneal coalition is a frequent cause of painful rigid flatfoot in adolescents and young adults, resulting from congenital failure of segmentation with fibrous, cartilaginous, or osseous bridging of the subtalar joint. Clinical presentation typically coincides with skeletal maturation and includes hindfoot pain, recurrent [...] Read more.
Talocalcaneal coalition is a frequent cause of painful rigid flatfoot in adolescents and young adults, resulting from congenital failure of segmentation with fibrous, cartilaginous, or osseous bridging of the subtalar joint. Clinical presentation typically coincides with skeletal maturation and includes hindfoot pain, recurrent ankle sprains, progressive stiffness, and characteristic planovalgus deformity. Although prevalence is likely underestimated, advances in imaging have improved recognition and characterization. Diagnosis relies on the integration of clinical findings with imaging, where computed tomography (CT) remains the reference standard, while magnetic resonance imaging (MRI) enables accurate detection of both osseous and non-osseous coalitions and associated soft-tissue changes. This narrative review aims to provide a comprehensive and updated synthesis of current concepts in talocalcaneal coalition, with specific focus on its clinical implications and contemporary management strategies. We critically analyze diagnostic pathways, including emerging modalities such as weight-bearing CT, and discuss evidence-based indications for conservative treatment, coalition resection, and arthrodesis. Particular attention is devoted to patient selection, prognostic factors, and evolving minimally invasive techniques. Current limitations and areas of controversy are highlighted, emphasizing the need for standardized imaging criteria and optimized treatment algorithms to improve long-term functional outcomes. Full article
(This article belongs to the Special Issue Advances in Personalized Management in Orthopedics and Traumatology)
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20 pages, 1014 KB  
Article
Blockchain as a Cybersecurity Enabler in Federated Networks for Resilience and Interoperability
by Jorge Álvaro González, Ana María Saiz García and Victor Monzon Baeza
J. Cybersecur. Priv. 2026, 6(2), 54; https://doi.org/10.3390/jcp6020054 - 13 Mar 2026
Viewed by 673
Abstract
In increasingly interconnected tactical environments, cybersecurity, trust, and interoperability must evolve in tandem. Federated Coalition Networks (FCNs) enable multinational cooperation while preserving national sovereignty; however, the secure management of identities, policies, and configurations across coalition domains remains a critical challenge, particularly under adversarial [...] Read more.
In increasingly interconnected tactical environments, cybersecurity, trust, and interoperability must evolve in tandem. Federated Coalition Networks (FCNs) enable multinational cooperation while preserving national sovereignty; however, the secure management of identities, policies, and configurations across coalition domains remains a critical challenge, particularly under adversarial and resource-constrained conditions. This paper proposes a blockchain-enabled management framework aligned with the defense-in-depth paradigm, focusing on management-plane functions such as policy enforcement, public key infrastructure (PKI) management, and auditable governance, rather than time-critical tactical communications. The solution relies on a permissioned blockchain architecture with Byzantine Fault Tolerant consensus, avoiding energy-intensive Proof-of-Work mechanisms and supporting operation under Disconnected, Intermittent, and Low-bandwidth (DIL) conditions. A coalition-level trust-and-governance model is introduced to prevent unilateral control while preserving national autonomy. A realistic use case and a proof-of-concept implementation demonstrate the feasibility of the approach, showing bounded latency, limited energy overhead, and sufficient throughput for FCN management. These results indicate that appropriately tailored blockchain solutions can effectively enhance resilience, trust, and compliance in federated defense networks. Full article
(This article belongs to the Special Issue Building Community of Good Practice in Cybersecurity)
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19 pages, 3916 KB  
Article
A Dual-Game-Based Physical Layer Security Framework for UAV Cooperative Communication
by Kaijie Zhang, Zhengmin Kong, Yang Yang and Mengqi Wang
Electronics 2026, 15(6), 1197; https://doi.org/10.3390/electronics15061197 - 13 Mar 2026
Viewed by 327
Abstract
Unmanned aerial vehicle (UAV) communication networks are highly vulnerable to eavesdropping due to their open and dynamic air–ground channels, making physical layer security (PLS) a critical design requirement. Existing security mechanisms often struggle to adapt to large-scale UAV swarms operating under power and [...] Read more.
Unmanned aerial vehicle (UAV) communication networks are highly vulnerable to eavesdropping due to their open and dynamic air–ground channels, making physical layer security (PLS) a critical design requirement. Existing security mechanisms often struggle to adapt to large-scale UAV swarms operating under power and coordination constraints. To address this challenge, this work presents a dual-game framework that enables a group of legitimate UAVs to form optimal coalition structures through an internal coalition game, while countering coordinated eavesdropping attacks from adversarial UAVs. The framework is specifically designed for demanding real-world conditions, considering maximum power restrictions of individual UAVs and the need for secure and efficient communication with ground nodes. By jointly minimizing communication cost and maximizing swarm utility, the proposed approach enhances both security and resource efficiency. Extensive simulation results demonstrate that the proposed approach achieves up to 10% improvement in secrecy rate compared with conventional frameworks, validating its effectiveness for securing large-scale UAV networks. Full article
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28 pages, 1825 KB  
Article
Combinatorial Game Theory and Reinforcement Learning in Cumulative Tic-Tac-Toe via Evaluation Functions
by Kai Li and Wei Zhu
Stats 2026, 9(2), 28; https://doi.org/10.3390/stats9020028 - 10 Mar 2026
Viewed by 794
Abstract
We introduce cumulative tic-tac-toe, a novel variant of the classic 3×3 tic-tac-toe game in which play continues until the board is completely filled. Each player’s final score is determined by the total number of three-in-a-row sequences they form. Using combinatorial game [...] Read more.
We introduce cumulative tic-tac-toe, a novel variant of the classic 3×3 tic-tac-toe game in which play continues until the board is completely filled. Each player’s final score is determined by the total number of three-in-a-row sequences they form. Using combinatorial game theory (CGT), we establish that under optimal play, the game is a draw, and we characterize its theoretical properties. To empirically validate and optimize practical play, we develop a reinforcement learning (RL) framework based on temporal-difference (TD) learning, which is enhanced with a domain-informed evaluation function to accelerate convergence. The experimental results show that our triplet-coverage difference (TCD) evaluation function reduces the average number of training episodes by approximately 23.1% compared with a random-initialization baseline, a statistically significant improvement at the 5% significance level. These results demonstrate the efficiency of our CGT–RL approach for cumulative tic-tac-toe and suggest that similar methods may be useful for analyzing related combinatorial games. We also discuss potential analogies in domains such as competitive resource allocation and coalition formation, illustrating how cumulative-scoring games connect abstract game-theoretic ideas to practical sequential decision problems. Full article
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