Sign in to use this feature.

Years

Between: -

Subjects

remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline

Journals

remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline

Article Types

Countries / Regions

remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline

Search Results (1,845)

Search Parameters:
Keywords = internal orientation

Order results
Result details
Results per page
Select all
Export citation of selected articles as:
27 pages, 804 KB  
Article
Sustainable Development Agenda: Historical Evolution, Goal Progression, and Future Prospects
by Chaofeng Shao, Sihan Chen and Xuesong Zhan
Sustainability 2026, 18(2), 948; https://doi.org/10.3390/su18020948 (registering DOI) - 16 Jan 2026
Abstract
The concept of sustainable development has emerged as a global consensus, forged in response to environmental constraints and critical reflection on conventional growth-oriented paradigms. It now serves as the overarching framework for addressing climate, ecological, and socio-economic crises. In the period after the [...] Read more.
The concept of sustainable development has emerged as a global consensus, forged in response to environmental constraints and critical reflection on conventional growth-oriented paradigms. It now serves as the overarching framework for addressing climate, ecological, and socio-economic crises. In the period after the adoption of the Sustainable Development Goals (SDGs) in 2016, there was an observable trend of increased integration of these objectives into the strategic frameworks of national and subnational entities. However, global assessments have indicated a divergence between the progress achieved and the trajectory delineated by the SDGs. The Earth system is demonstrating signs of decreased resilience, with widening inequalities and the emergence of multiple crises, thereby hindering the implementation of the 2030 Agenda for Sustainable Development. As the 2030 deadline approaches, a fundamental question arises for global development governance: what should be the future of the SDGs beyond 2030? While insufficient progress has prompted debates over the adequacy of the SDG framework, fundamentally revising or replacing the SDGs would risk undermining a hard-won international consensus forged through decades of negotiation and institutional investment. Based on a comprehensive review of the historical evolution of the sustainable development concept, this study argues that the SDGs represent a rare and fragile achievement in global governance. While insufficient progress has sparked debates about their effectiveness, fundamentally revising or replacing the SDGs would jeopardize the hard-won international consensus forged through decades of negotiations and institutional investments. This study further analyzes the latest progress on the SDGs and identifies emerging risks, aiming to explore how to accelerate and optimize sustainable development pathways within the existing SDG framework rather than propose a new global goal system. Based on both global experience and practice in China, four interconnected strategic priorities—namely, economic reform, social equity, environmental justice, and technology sharing—are proposed as a comprehensive framework to accelerate SDG implementation and guide the transformation of development pathways towards a more just, low-carbon, and resilient future. Full article
21 pages, 705 KB  
Article
Rethinking Career Sustainability Through the Lens of AI Affordance: The Exploratory Role of Knowledge Sharing
by Muhammad Waleed Ayub Ghouri, Tachia Chin and Muhammad Ali Hussain
Sustainability 2026, 18(2), 941; https://doi.org/10.3390/su18020941 - 16 Jan 2026
Abstract
Artificial intelligence (AI), a transformative force, has revolutionised various aspects of human life and business operations. This has led to a drastic mutation of the career landscape, embedded with vast opportunities as well as challenges, particularly concerning career sustainability (CS). Despite myriad studies [...] Read more.
Artificial intelligence (AI), a transformative force, has revolutionised various aspects of human life and business operations. This has led to a drastic mutation of the career landscape, embedded with vast opportunities as well as challenges, particularly concerning career sustainability (CS). Despite myriad studies on CS, the paradoxical interplay of AI and CS remains underexplored, particularly for expatriates (expats). To address the aforementioned gap, our study incorporates an affordance perspective (AFP), positioning AI as an object and CS as a user context. Specifically, this study investigates whether AI facilitates the orchestration of an enhanced sustainable career within the boundary conditions of knowledge sharing (KS), encompassing both tacit and explicit knowledge pertinent to AI, cultivated through managerial initiatives and employee-driven activities. The study conducted a quantitative survey among 490 expats working in AI-integrated environments in China. The results reveal a curvilinear (U-shaped) relationship between AI and CS, where AI affordance at a moderate level enhances career adaptability and skill development. However, digital affordances become complex beyond a certain threshold, creating several career concerns, such as job insecurity and role ambiguity. Furthermore, the moderating effect of tacit and explicit KS mitigates numerous career disruptions while fostering long-term career growth. The study framed AI as both a tool and a collaborator that illuminates the importance of AI–human intelligence (AI–HI) synergy and knowledge augmentation in navigating digital transitions. Moreover, implications for international career development and human-oriented digital transformation are also discussed. Full article
34 pages, 655 KB  
Article
From Words to Watts: How Green-Oriented Policy Narratives Affect Urban Energy Intensity
by Xinyu Cai, Shuyang Sun and Guoliang Cai
Sustainability 2026, 18(2), 924; https://doi.org/10.3390/su18020924 - 16 Jan 2026
Abstract
Reducing energy intensity is critical for combating climate change, yet current progress remains insufficient to meet international targets. Green-oriented policy narratives hold significant potential for mitigating energy intensity, but existing research lacks regional-level quantitative analysis. This study examines how green-oriented policy narratives influence [...] Read more.
Reducing energy intensity is critical for combating climate change, yet current progress remains insufficient to meet international targets. Green-oriented policy narratives hold significant potential for mitigating energy intensity, but existing research lacks regional-level quantitative analysis. This study examines how green-oriented policy narratives influence urban energy intensity. We analyze textual data from Chinese provincial Party newspapers using large language models and LDA topic modeling to measure narrative-related variables, then combine these measures with panel data from 288 Chinese cities spanning 2010–2022. The findings reveal that green-oriented policy narrative exposure significantly reduces urban energy intensity through promoting green credit development and stimulating green innovation, with the negative effect strengthening as the prominence of the public and narrativity of narratives increase. Heterogeneity analysis further shows that narrative effectiveness is amplified in cities with higher internet penetration and marketization levels. This study broadens research on energy intensity determinants beyond traditional policy instruments, extends green-oriented narrative effects from the micro to macro level, and offers insights for leveraging narratives and contextual conditions to promote energy conservation. Full article
(This article belongs to the Section Energy Sustainability)
Show Figures

Figure 1

22 pages, 5885 KB  
Article
Performance Analysis of Phase Change Material Walls and Different Window-to-Wall Ratios in Elderly Care Home Buildings Under Hot-Summer and Cold-Winter Climate
by Wuying Chen, Bao Xie and Lu Nie
Buildings 2026, 16(2), 367; https://doi.org/10.3390/buildings16020367 - 15 Jan 2026
Abstract
In regions with hot summers and cold winters, elderly care buildings face the dual challenges of high energy consumption and stringent thermal comfort requirements. Using Nanchang as a case study, this research presents an optimization approach that integrates phase change material (PCM) walls [...] Read more.
In regions with hot summers and cold winters, elderly care buildings face the dual challenges of high energy consumption and stringent thermal comfort requirements. Using Nanchang as a case study, this research presents an optimization approach that integrates phase change material (PCM) walls with the window-to-wall ratio (WWR). PCM wall performance was tested experimentally, and EnergyPlus simulations were conducted to assess building energy use for WWR values ranging from 0.25 to 0.50, with and without PCM. The phase change material (PCM) used in this study is paraffin (an organic phase change material), which has a melting point of 26 °C and can store and release heat during temperature fluctuations. The experimental results show that PCM walls effectively reduce heat transfer, lowering the surface temperatures of external, central, and internal walls by 3.9 °C, 3.8 °C, and 3.7 °C, respectively, compared to walls without PCM. The simulation results predict that the PCM wall can reduce air conditioning energy consumption by 8.2% in summer and total annual energy consumption by 14.2%. The impact of WWR is orientation-dependent: east and west façades experience significant cooling penalties as WWR increases and should be maintained at or below 0.30; the south façade achieves optimal performance at a WWR of 0.40, with the lowest total energy load (111.2 kW·h·m-2); and the north façade performs best at the lower bound (WWR = 0.25). Under the combined strategy (south wall with PCM and WWR = 0.40), annual total energy consumption is reduced by 9.8% compared to the baseline (no PCM), with indoor temperatures maintained between 18 and 26 °C. This range is selected based on international thermal comfort standards (e.g., ASHRAE) and comfort research specifically targeting the elderly population, ensuring comfort for elderly occupants. These findings offer valuable guidance for energy-efficient design in similar climates and demonstrate that the synergy between PCM and WWR can reduce energy consumption while maintaining thermal comfort. Full article
(This article belongs to the Section Building Energy, Physics, Environment, and Systems)
Show Figures

Figure 1

21 pages, 785 KB  
Article
Carbon Farming in Türkiye: Challenges, Opportunities and Implementation Mechanism
by Abdüssamet Aydın, Fatma Köroğlu, Evan Alexander Thomas, Carlo Salvinelli, Elif Pınar Polat and Kasırga Yıldırak
Sustainability 2026, 18(2), 891; https://doi.org/10.3390/su18020891 - 15 Jan 2026
Abstract
Carbon farming represents a strategic approach to enhancing agricultural sustainability while reducing greenhouse gas (GHG) emissions. In Türkiye, agriculture accounted for approximately 14.9% of national GHG emissions in 2023, dominated by methane (CH4) and nitrous oxide (N2O). By increasing [...] Read more.
Carbon farming represents a strategic approach to enhancing agricultural sustainability while reducing greenhouse gas (GHG) emissions. In Türkiye, agriculture accounted for approximately 14.9% of national GHG emissions in 2023, dominated by methane (CH4) and nitrous oxide (N2O). By increasing carbon storage in soils and vegetation, carbon farming can improve soil health, water retention, and climate resilience, thereby contributing to mitigation efforts and sustainable rural development. This study reviews and synthesizes international and national evidence on carbon farming mechanisms, practices, payment models, and adoption enablers and barriers, situating these insights within Türkiye’s agroecological and institutional context. The analysis draws on a systematic review of peer-reviewed literature, institutional reports, and policy documents published between 2015 and 2025. The findings indicate substantial mitigation potential from soil-based practices and livestock- and manure-related measures, yet limited uptake due to low awareness, capacity constraints, financial and administrative barriers, and regulatory gaps, highlighting the need for region-specific approaches. To support implementation and scaling, the study proposes a policy-oriented, regionally differentiated and digitally enabled MRV framework and an associated implementation pathway designed to reduce transaction costs, enhance farmer participation, and enable integration with emerging carbon market mechanisms. Full article
Show Figures

Figure 1

20 pages, 4185 KB  
Article
From PISA Results to Policy Action: Knowledge Mobilization for Immigrant Students in German Federalism
by Lisa Teufele, Jennifer Diedrich and Samuel Greiff
Educ. Sci. 2026, 16(1), 129; https://doi.org/10.3390/educsci16010129 - 14 Jan 2026
Viewed by 12
Abstract
While the international influence of the Programme for International Student Assessment (PISA) on education policy debates is well recognized, the degree to which PISA findings drive actual policy reforms and classroom practices remain debated. Using PISA as a case, this article examines how [...] Read more.
While the international influence of the Programme for International Student Assessment (PISA) on education policy debates is well recognized, the degree to which PISA findings drive actual policy reforms and classroom practices remain debated. Using PISA as a case, this article examines how educational research is translated into policy responses and practices in German federalism, focusing specifically on immigrant students—a key group within German education reform discourse. It analyzes the reflection of PISA findings from the 2000, 2018, and 2022 assessments on immigrant student performance in the resolutions of the Standing Conference of Ministers of Education and Cultural Affairs, the process of implementation by the federal states (Länder), and the effect on school-level practice. Framed by research knowledge mobilization theory, the article investigates the relationships among research production, mediation, and usage, clarifying the interplay between educational research, policy, and practice in Germany’s federal system. Historical analysis exposes consistent gaps between research-derived recommendations and binding, actionable change at both policy and practice levels, often due to challenges in developing evidence-based and consistently applied policy measures across the Länder. The article concludes with practical recommendations for improving the impact of interdisciplinary, policy-oriented research on policy and practice, considering the complexities of Germany’s federal governance. Full article
(This article belongs to the Special Issue Assessment for Learning: The Added Value of Educational Monitoring)
Show Figures

Figure 1

29 pages, 446 KB  
Article
Revision of the Choices Nutrient Profiling System
by Herbert Smorenburg, Katrina R. Kissock, Eleanor J. Beck, Pulkit Mathur, Bruce Hamaker, Lauren Lissner, Mario R. Marostica, Ngozi Nnam, Hidemi Takimoto and Annet J. C. Roodenburg
Nutrients 2026, 18(2), 258; https://doi.org/10.3390/nu18020258 - 14 Jan 2026
Viewed by 51
Abstract
Background/Objectives: Poor dietary habits are a major contributor to non-communicable diseases (NCDs), the leading cause of mortality worldwide. To promote healthier eating, governments and stakeholders have implemented various nutrition policies, including front-of-pack nutrition labeling (FOPNL). The Choices International Foundation (Choices), through its criteria, [...] Read more.
Background/Objectives: Poor dietary habits are a major contributor to non-communicable diseases (NCDs), the leading cause of mortality worldwide. To promote healthier eating, governments and stakeholders have implemented various nutrition policies, including front-of-pack nutrition labeling (FOPNL). The Choices International Foundation (Choices), through its criteria, supports these efforts through its standardized nutrient profiling system (NPS). Originally developed to underpin a positive FOPNL logo, in 2021, the criteria were expanded into a globally oriented five-level profiling system covering 23 basic and 10 discretionary food groups, addressing key nutrients such as trans-fatty acids, saturated fat, sodium, sugar, fiber, and energy. To ensure continued scientific relevance, the Choices criteria are periodically reviewed by an independent International Scientific Committee (ISC). Methods: This paper presents the 2025 revision of the Choices criteria, focusing on priority areas identified through stakeholder consultation and recent scientific developments. Results: Key updates include the introduction of nutrient-based equivalence criteria for plant-based alternatives to meat and dairy, based on protein and selected micronutrient thresholds. Non-sugar sweeteners (NSSs) were newly included as a factor that lowers a product’s health classification and makes it ineligible for a positive FOPNL. Additionally, the industrially produced trans-fatty acid (iTFA) criteria were revised and aligned with the latest World Health Organization (WHO) recommendations, improving both technical feasibility and policy coherence. While options for incorporating whole-grain and micronutrient criteria were explored, these were not included in the current revision. Conclusions: The 2025 update system enhances the scientific rigor, policy alignment, and global applicability of the Choices system. By providing a harmonized and evidence-based tool, it aims to support national policies that foster healthier food environments and, ultimately, improve public health outcomes worldwide. Full article
Show Figures

Figure 1

20 pages, 604 KB  
Article
Inclusive Digital Practices in Pre-Service Teacher Training in Chile and Portugal: Design and Validation of a Scale to Assess the Social Determinants of the Digital Divide
by Juan Alejandro Henríquez, Eva Olmedo-Moreno and Jorge Expósito-López
Societies 2026, 16(1), 28; https://doi.org/10.3390/soc16010028 - 14 Jan 2026
Viewed by 134
Abstract
This study examines the social determinants of the digital divide in pre-service teacher education through the design and validation of the Digital Hospitality Scale (DSBD-HD-FID). The instrument was developed to diagnose social inequalities across six key dimensions: socioeconomic status, geographic location, gender, age, [...] Read more.
This study examines the social determinants of the digital divide in pre-service teacher education through the design and validation of the Digital Hospitality Scale (DSBD-HD-FID). The instrument was developed to diagnose social inequalities across six key dimensions: socioeconomic status, geographic location, gender, age, disability status, and interculturality. These dimensions are understood as structural factors shaping access to, use of, and participation in digital environments within teacher education. The research followed a non-experimental, quantitative, and cross-sectional design, including content validation through expert judgment and statistical analysis based on a pilot sample of education students from Chile and Portugal. An exploratory factor analysis was conducted, and internal consistency was assessed using Cronbach’s alpha coefficient. The results confirm strong content and construct validity, as well as high reliability (α = 0.93). Empirical findings indicate that socioeconomic status and geographic location significantly condition access to connectivity and digital literacy, while gender differences emerge mainly in recreational uses and frequency of digital training. Beyond these results, the study highlights the relevance of addressing digital inequalities in teacher education through inclusive and equity-oriented training policies. The findings support the integration of digital hospitality, human rights education, and the Sustainable Development Goals into initial teacher training curricula as measurable and evaluable dimensions, providing an evidence-based framework to inform future teacher education policies aimed at reducing digital divides and promoting social cohesion. Full article
Show Figures

Figure 1

25 pages, 313 KB  
Article
The Ideal of Simplicity in Rabbi Nachman of Breslov: The Origins and Meaning of “The Clever Man and the Simple Man”
by Avishar Har-Shefi
Religions 2026, 17(1), 95; https://doi.org/10.3390/rel17010095 - 14 Jan 2026
Viewed by 58
Abstract
This article reexamines one of Rabbi Nachman of Breslov’s central tales, “The Clever Man and the Simple Man,” through three intertwined foundations that shaped its composition: the Hasidic valorization of the sincere simple person, the story of the Sockmaker in Shivhei [...] Read more.
This article reexamines one of Rabbi Nachman of Breslov’s central tales, “The Clever Man and the Simple Man,” through three intertwined foundations that shaped its composition: the Hasidic valorization of the sincere simple person, the story of the Sockmaker in Shivhei ha-Besht, and the myth of Enoch the Shoemaker who became the angel Metatron. While previous scholarship has interpreted the tale primarily as an internal spiritual struggle between intellect and faith, this study argues that the deeper architecture of the story is rooted in these narrative and mythic traditions, which Rabbi Nachman reshapes in order to formulate a new ideal of simplicity. The article demonstrates that the Simple Man—far from the naïve or ignorant figure of folkloric tradition—embodies conscious simplicity, characterized by integrity, inner contentment, and an unmediated orientation toward reality. The analysis further shows how Rabbi Nachman develops the Hasidic tradition that transforms the Enoch myth from a model of mystical theurgy into a paradigm of sanctifying ordinary life through wholehearted presence and trust. In its final section, the article situates the tale within Rabbi Nachman’s broader struggle against the emerging modern spirit. It argues that the story offers a unique understanding of the dangers inherent in Enlightenment and modernity: the root of heresy lies not in intellectual inquiry or philosophical doubt, but in a modern way of life defined by restlessness, dissatisfaction, and a destabilized existential orientation. From this perspective, Rabbi Nachman presents the figure of the Simple Man as the path by which a person “walks with God,” and as a profound response to the spiritual challenges posed by modernity and secularization. Full article
(This article belongs to the Section Religions and Theologies)
21 pages, 3620 KB  
Article
Geomechanical Analysis of Hot Fluid Injection in Thermal Enhanced Oil Recovery
by Mina S. Khalaf
Energies 2026, 19(2), 386; https://doi.org/10.3390/en19020386 - 13 Jan 2026
Viewed by 84
Abstract
Hot-fluid injection in thermal-enhanced oil recovery (thermal-EOR, TEOR) imposes temperature-driven volumetric strains that can substantially alter in situ stresses, fracture geometry, and wellbore/reservoir integrity, yet existing TEOR modeling has not fully captured coupled thermo-poroelastic (thermo-hydro-mechanical) effects on fracture aperture, fracture-tip behavior, and stress [...] Read more.
Hot-fluid injection in thermal-enhanced oil recovery (thermal-EOR, TEOR) imposes temperature-driven volumetric strains that can substantially alter in situ stresses, fracture geometry, and wellbore/reservoir integrity, yet existing TEOR modeling has not fully captured coupled thermo-poroelastic (thermo-hydro-mechanical) effects on fracture aperture, fracture-tip behavior, and stress rotation within a displacement discontinuity method (DDM) framework. This study aims to examine the influence of sustained hot-fluid injection on stress redistribution, hydraulic-fracture deformation, and fracture stability in thermal-EOR by accounting for coupled thermal, hydraulic, and mechanical interactions. This study develops a fully coupled thermo-poroelastic DDM formulation in which fracture-surface normal and shear displacement discontinuities, together with fluid and heat influx, act as boundary sources to compute time-dependent stresses, pore pressure, and temperature, while internal fracture fluid flow (Poiseuille-based volume balance), heat transport (conduction–advection with rock exchange), and mixed-mode propagation criteria are included. A representative scenario considers an initially isothermal hydraulic fracture grown to 32 m, followed by 12 months of hot-fluid injection, with temperature contrasts of ΔT = 0–100 °C and reduced pumping rate. Results show that the hydraulic-fracture aperture increases under isothermal and modest heating (ΔT = 25 °C) and remains nearly stable near ΔT = 50 °C, but progressively narrows for ΔT = 75–100 °C despite continued injection, indicating potential injectivity decline driven by thermally induced compressive stresses. Hot injection also tightens fracture tips, restricting unintended propagation, and produces pronounced near-fracture stress amplification and re-orientation: minimum principal stress increases by 6 MPa for ΔT = 50 °C and 10 MPa for ΔT = 100 °C, with principal-stress rotation reaching 70–90° in regions adjacent to the fracture plane and with markedly elevated shear stresses that may promote natural-fracture activation. These findings show that temperature effects can directly influence injectivity, fracture containment, and the risk of unintended fracture or natural-fracture activation, underscoring the importance of temperature-aware geomechanical planning and injection-strategy design in field operations. Incorporating these effects into project design can help operators anticipate injectivity decline, improve fracture containment, and reduce geomechanical uncertainty during long-term hot-fluid injection. Full article
(This article belongs to the Section H1: Petroleum Engineering)
Show Figures

Figure 1

35 pages, 4854 KB  
Article
Investigating the Impact of Wind Tower Geometry on Ventilation Efficiency in Semi-Enclosed Spaces: A Comprehensive Parametric Analysis and Design Implications
by Ahmed H. Hafez, Ahmed Marey, Sherif Goubran and Omar Abdelaziz
Buildings 2026, 16(2), 322; https://doi.org/10.3390/buildings16020322 - 12 Jan 2026
Viewed by 118
Abstract
Passive building ventilation features, such as wind towers, can help meet rising cooling and ventilation demands in hot, arid regions. However, most prior studies rely on scaled models or isolate single design parameters, limiting holistic insight. This study conducts a full-scale, validated computational [...] Read more.
Passive building ventilation features, such as wind towers, can help meet rising cooling and ventilation demands in hot, arid regions. However, most prior studies rely on scaled models or isolate single design parameters, limiting holistic insight. This study conducts a full-scale, validated computational fluid dynamics (CFD) parametric analysis of wind tower geometry and its impact on ventilation efficiency in semi-enclosed spaces. Five geometric properties are investigated: tower shape, roof type, number of shafts, separator height, and number of louvres. Additionally, the sensitivity of the optimal configuration to wind speed, wind direction, and louvre orientation is assessed. Results from 88 CFD cases highlight strong interactions among design parameters and show that straight towers with curved roofs consistently perform best. Compared with a tower with six shafts, a flat internal roof, and downward-facing louvres, an optimized tower with four shafts, a convex internal roof, and upward-facing louvres increases airflow rate by a factor of 2.7 and occupied-zone air velocity by 45%, underscoring the importance of holistic geometric optimization. Full article
(This article belongs to the Section Architectural Design, Urban Science, and Real Estate)
Show Figures

Figure 1

19 pages, 28388 KB  
Article
Finite Element Analysis of Stress and Displacement in the Distal Femur: A Comparative Study of Normal and Osteoarthritic Bone Under Knee Flexion
by Kamonchat Trachoo, Inthira Chaiya and Din Prathumwan
Computation 2026, 14(1), 18; https://doi.org/10.3390/computation14010018 - 12 Jan 2026
Viewed by 117
Abstract
Osteoarthritis (OA) is a progressive degenerative joint disease that fundamentally alters the mechanical environment of the knee. This study utilizes a finite element framework to evaluate the biomechanical response of the distal femur in healthy and osteoarthritic conditions across critical functional postures. To [...] Read more.
Osteoarthritis (OA) is a progressive degenerative joint disease that fundamentally alters the mechanical environment of the knee. This study utilizes a finite element framework to evaluate the biomechanical response of the distal femur in healthy and osteoarthritic conditions across critical functional postures. To isolate the bone’s inherent structural stiffness and avoid numerical artifacts, a free-body computational approach was implemented, omitting external surface fixations. The distal femur was modeled as a linearly elastic domain with material properties representing healthy tissue and OA-induced degradation. Simulations were performed under passive gravitational loading at knee flexion angles of 0,60, and 90. The results demonstrate that the mechanical response is highly sensitive to postural orientation, with peak von Mises stress consistently occurring at 60 of flexion for both models. Quantitative analysis revealed that the stiffer Normal bone attracted significantly higher internal stress, with a reduction of over 30% in peak stress magnitude observed in the OA model at the most critical flexion angle. Total displacement magnitudes remained relatively stable across conditions, suggesting that OA-induced material softening primarily influences internal stress redistribution rather than global structural sag under passive loads. These findings provide a quantitative index of skeletal vulnerability, supporting the development of patient-specific orthopedic treatments and rehabilitation strategies. Full article
(This article belongs to the Section Computational Biology)
Show Figures

Figure 1

37 pages, 1432 KB  
Article
MDM-GANSA: A Multi-Distribution Generative Shilling Attack for Recommender Systems
by Quanqiang Zhou, Xiaoyue Zhang and Xi Zhao
Information 2026, 17(1), 77; https://doi.org/10.3390/info17010077 - 12 Jan 2026
Viewed by 74
Abstract
Shilling attacks pose a significant threat to collaborative filtering recommender systems. However, fake user profiles generated by mainstream attack models often lack diversity and realism. Furthermore, the static noise strategies and statistical dependency modeling used in advanced frameworks like the Multi-Distribution Mixture Generative [...] Read more.
Shilling attacks pose a significant threat to collaborative filtering recommender systems. However, fake user profiles generated by mainstream attack models often lack diversity and realism. Furthermore, the static noise strategies and statistical dependency modeling used in advanced frameworks like the Multi-Distribution Mixture Generative Adversarial Network (MDM-GAN) are ill-suited for high-dimensional, sparse attack scenarios. To address these challenges, we propose MDM-GANSA, a specialized attack model tailored for shilling attacks. First, it replaces the static mixture with a dynamic adaptive noise strategy by incorporating a weight predictor network. This network dynamically adjusts the weights of multiple noise sources based on the current training state, generating more diverse user latent representations. Second, it employs an autoencoder for data-driven dependency modeling, replacing the traditional statistical method. This allows the model to learn and generate profiles with inherent logical dependencies directly from genuine data. Consequently, it enhances the realism of the generated fake user profiles in terms of both statistical properties and internal logic. Additionally, the model utilizes an optimized two-stage generative architecture and fine-grained loss constraints to ensure training stability and high-quality outputs. Experimental results on two public datasets demonstrate that MDM-GANSA significantly outperforms various baseline models in both attack effectiveness and stealthiness. This study provides a concrete implementation for building a shilling-attack generation model targeting collaborative filtering recommender systems, and it also offers a feasible pathway for adapting general-purpose deep generative models to specialized security-oriented scenarios. Full article
Show Figures

Graphical abstract

12 pages, 2717 KB  
Article
Photoconductive Gain Behavior of Ni/β-Ga2O3 Schottky Barrier Diode-Based UV Detectors
by Viktor V. Kopyev, Nikita N. Yakovlev, Alexander V. Tsymbalov, Dmitry A. Almaev and Pavel V. Kosmachev
Micromachines 2026, 17(1), 100; https://doi.org/10.3390/mi17010100 - 12 Jan 2026
Viewed by 171
Abstract
A vertical Ni/β-Ga2O3 Schottky barrier diode was fabricated on an unintentionally doped bulk (−201)-oriented β-Ga2O3 single crystal and investigated with a focus on the underlying photoresponse mechanisms. The device exhibits well-defined rectifying behavior, characterized by a Schottky [...] Read more.
A vertical Ni/β-Ga2O3 Schottky barrier diode was fabricated on an unintentionally doped bulk (−201)-oriented β-Ga2O3 single crystal and investigated with a focus on the underlying photoresponse mechanisms. The device exhibits well-defined rectifying behavior, characterized by a Schottky barrier height of 1.63 eV, an ideality factor of 1.39, and a high rectification ratio of ~9.7 × 106 arb. un. at an applied bias of ±2 V. The structures demonstrate pronounced sensitivity to deep-ultraviolet radiation (λ ≤ 280 nm), with maximum responsivity observed at 255 nm, consistent with the wide bandgap of β-Ga2O3. Under 254 nm illumination at a power density of 620 μW/cm2, the device operates in a self-powered mode, generating an open-circuit voltage of 50 mV and a short-circuit current of 47 pA, confirming efficient separation of photogenerated carriers by the built-in electric field of the Schottky junction. The responsivity and detectivity of the structures increase from 0.18 to 3.87 A/W and from 9.8 × 108 to 4.3 × 1011 Hz0.5cmW−1, respectively, as the reverse bias rises from 0 to −45 V. The detectors exhibit high-speed performance, with rise and decay times not exceeding 29 ms and 59 ms, respectively, at an applied voltage of 10 V. The studied structures demonstrate internal gain, with the external quantum efficiency reaching 1.8 × 103%. Full article
Show Figures

Figure 1

20 pages, 6937 KB  
Article
The Regulating Effects of Ice-Templated Directional Microchannels on Surface Micro-Ceramicization Strengthening of Cement Paste Containing TiB2
by Zixiao Wang, Wenqing Shen, Zhen Zhang, Weizheng Shi, Tao Sun, Wenyu Li and Aming Xie
Buildings 2026, 16(2), 303; https://doi.org/10.3390/buildings16020303 - 11 Jan 2026
Viewed by 79
Abstract
Cementitious materials prepared by the ice-templating method appear to have difficulty simultaneously possessing good mechanical properties and an oriented microstructure with microchannels. Surface micro-ceramicization of TiB2 and the decomposed products of cement hydrates at high temperatures can be regarded as in situ [...] Read more.
Cementitious materials prepared by the ice-templating method appear to have difficulty simultaneously possessing good mechanical properties and an oriented microstructure with microchannels. Surface micro-ceramicization of TiB2 and the decomposed products of cement hydrates at high temperatures can be regarded as in situ solid–solid reactions involving oxygen, thereby enhancing mechanical properties. This study investigates the mechanical property changes in cement paste with different water-to-cement ratios containing 25% TiB2 micron powder before and after high-temperature treatment. Cementitious samples are prepared using both freeze-casting (F-CAST) and regular casting (R-CAST) methods with and without the heating post-treatment. The average compressive strength of samples with a W/C of 0.65 prepared by the freeze-casting method at −60 °C with a heating post-treatment is much larger than that of samples prepared by the regular casting method with and without the same heating process. The freeze-casting process for preparing cementitious composites with TiB2 not only reorders the distribution of water molecules but also redistributes the concentrations of the TiB2 particles and the main hydrates in the frozen samples. Due to the concentration increase near ice crystal channels within the samples, led by the freeze concentration effect, the new products are formed and cover the channel surfaces after high-temperature treatment. This enhances both the overall and internal properties of the cement-based TiB2 composite material. The variation in TiB2 content within the specimens is of paramount importance. Full article
(This article belongs to the Section Building Materials, and Repair & Renovation)
Show Figures

Figure 1

Back to TopTop