Catalysts for electrochemical CO2 conversion: material sustainability perspective by Chenyang Wang, Hung Lai, Hugh Warkentin, Cao-Thang Dinh, Qian Zhang

“…We call for stronger cross-sector collaboration to further integrate criticality and sustainability assessment frameworks with more granular datasets and dynamic spatial and temporal representation, for continuous eco-design improvement of eCO2R catalysts.…”
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Recent Advances in Enzymatic Biofuel Cells to Power Up Wearable and Implantable Biosensors by Zina Fredj, Guoguang Rong, Mohamad Sawan

“…Additionally, we examine advanced bioelectrode materials, focusing on the role of nanostructures such as carbon-based nanomaterials, noble metals, conducting polymers, and metal–organic frameworks in improving electron transfer and boosting biosensor efficiency. …”
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Paving the path to sustainable infrastructure: a bibliometric analysis of soil stabilization using sustainable materials by Fakhr eddine M’harzi Alaoui, Somaya Ben Abbou, Omar Dadah, Issam Aalil

“…The analysis indicates a misalignment between the quantitative growth in publications and a qualitative shift towards holistic sustainability, as comprehensive performance metrics and life-cycle frameworks remain peripheral. This study concludes that advancing the field requires a paradigm shift from a focus on initial strength and material substitution towards an integrated approach that prioritizes long-term durability testing, comprehensive life-cycle assessments, and the development of context-specific solutions.…”
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Real-Time Pipeline Leak Detection: A Hybrid Deep Learning Approach Using Acoustic Emission Signals by Faisal Saleem, Zahoor Ahmad, Jong-Myon Kim

“…This study introduces an advanced deep-learning framework for the real-time detection of pipeline leaks in smart city infrastructure. …”
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Emerging trends in sustainable building materials: Technological innovations, enhanced performance, and future directions by Ali Akbar Firoozi, Ali Asghar Firoozi, D.O. Oyejobi, Siva Avudaiappan, Erick Saavedra Flores

“…These materials are critically evaluated using standards such as ASTM for mechanical properties and ISO for environmental impacts, affirming their practical viability and durability. However, the adoption of these materials faces obstacles like high initial costs, technical integration challenges, and stringent regulatory frameworks. …”
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Environmental Effects in Life Cycle Assessment of Machine-Vision-Driven Spall Repair Material Estimation for Sustainable Road Maintenance by Junhwi Cho, Shanelle Aira Rodrigazo, Hwang-Hee Kim, Su-Jin Lee, Chan Gi Park, Jaeheum Yeon

“…Environmental impact assessments were conducted using life cycle assessment across three frameworks, TRACI, ReCiPe, and ILCD, to compare this method with conventional practices. …”
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Green Hydrogen: Pathway to Net Zero Green House Gas Emission and Global Climate Change Mitigation by Ife Elegbeleye, Olusegun Oguntona, Femi Elegbeleye

“…By analyzing recent technological developments and policy frameworks, this review contributes a thorough evaluation of green hydrogen’s viability to achieve net-zero emissions. …”
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Modeling and performance analysis of a pneumatic steering system to enhance maneuverability in T-55 Armored Vehicles by Lemma Nigussie, Kumlachew Yeneneh

“…Structural analysis via finite element methods (FEA) confirmed the mechanism’s durability, with the rocker arm exhibiting a maximum von Mises stress of 46 MPa, well below the material’s yield strength of 200 MPa. …”
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A multifaceted comparative analysis of incremental dynamic and static pushover methods in bridge structural assessment, integrated with artificial neural network and genetic algori... by Ashwini Satyanarayana, V. Sindura, L. Geetha, Rakesh Kumar, Mohd Asif Shah, Mary Subaja Christo

“…Both methods provide frameworks for evaluating structural deformation capacity and strength, emphasizing the critical importance of safety and resilience during seismic events. …”
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Immune Microenvironment Characterization and Machine Learning-Guided Identification of Diagnostic Biomarkers for Ulcerative Colitis by Zheng Q, Wang L, Zhang Y, Peng J, Hou J, Wang H, Ma Y, Tang P, Li Y, Li H, Chen Y, Li J, Chen Y

“…Moreover, machine learning models, including Random Forest and Best Subset Selection, were used to construct and validate an optimal diagnostic framework. Lastly, the findings were further corroborated using immunohistochemistry conducted on tissue samples from UC patients and controls.Results: Thirteen immune cell types, including B cells, macrophages, and naive CD4+ T cells, were identified as significantly altered in UC. …”
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Thermal Performance of Bio-Based Materials for Sustainable Building Insulation: A Numerical Study by Labouda Ba, Abdelkrim Trabelsi, Tien Tung Ngo, Prosper Pliya, Ikram El Abbassi, Cheikh Sidi Ethmane Kane

“…This study underscores the need for industrial-scale optimization, supportive regulatory frameworks, and real-world implementation to promote broader adoption. …”
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Transition metal coordination polymer-derived materials for supercapacitor applications: recent advances and future perspectives by Saifullahi Kabiru Sa’adu, Cheng Seong Khe, Muhammad Fadhlullah Abd. Shukur, Kwok Feng Chong, Chin Wei Lai, Kok Yeow You, Nik Roselina Nik Roseley, Eslam Aboelazm

“…It also provides a perspective on the future of TMCPs in energy storage by fusing theoretical insights with experimental evidence. Theoretical frameworks like density functional theory and emerging machine learning models are other methods employed to better understand redox behaviour and drive material design. …”
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Digital Twin Road: value and implications involving data and application by Pamela Haverkamp, Atul Anantheswar, Marcel May, Gabriele Wadlig, Juliana Hildebrandt, Kira Amelie Thiessat, Ines Wollny, Marzia Traverso, Sabine Müller-Mall, Michael Kaliske, Dirk Habich, Wolfgang Lehner

“…Key issues include the integration of diverse data sources, ensuring data accuracy and reliability, and addressing data protection and security concerns, requiring robust legal and regulatory frameworks to manage and protect personal data.…”
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Antenna systems for IoT applications: a review by Sunawar Khan, Tehseen Mazhar, Tariq Shahzad, Afsha Bibi, Wasim Ahmad, Muhammad Amir Khan, Mamoon M. Saeed, Habib Hamam

“…The paper explores how standards and regulatory frameworks affect IoT antenna system development to ensure future designs meet a fast-growing market. …”
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A combined feedforward-feedback controller design for nonlinear systems by Abdulkareem Jenan J., Ali Hazem I., Lutfy Omar Farouq

“…This study presents a control framework that integrates both feedforward (FF) and feedback (FB) procedures to control nonlinear systems. …”
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Heteroatom dopants overcome the activity-stability trade-off in RuO2 for acidic oxygen evolution by Wei Zheng, Yang Zhao, Kang Jiang, Feng Xie, Linghu Meng, Shanqiang Gao, Jilong Li, Jiao Lan, Min Luo, Lifeng Liu, Yongwen Tan

“…Here, we successfully construct Ta and B co-doped nanoporous RuO2 with Ru-O-Ta frameworks and Ru-O-B active sites to overcome the activity-stability trade-off. …”
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Fermented Dairy Products as Precision Modulators of Gut Microbiota and Host Health: Mechanistic Insights, Clinical Evidence, and Future Directions by Yuan Gao, Yanyan Liu, Tingting Ma, Qimeng Liang, Junqi Sun, Xiaomeng Wu, Yinglong Song, Hui Nie, Jun Huang, Guangqing Mu

“…Despite promising short-term outcomes, current studies are limited by heterogeneous designs and brief intervention periods, underscoring the need for long-term, adaptive trials and integrative multi-omics to establish durability and causality. Looking forward, precision nutrition frameworks that harness baseline microbiota profiling, host genetics, and data-driven fermentation design will enable bespoke fermented dairy formulations, transforming these traditional foods into next-generation functional matrices for targeted prevention and management of metabolic, inflammatory, and neuroimmune disorders.…”
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Emerging carbon capture applications of aerogels in the oil and gas sector: A review of current trends and future prospects by Abeer․ A Alarawi, Rima T․ Alfaraj, Tawfik․ A Saleh, Almohannad A․ Alghamdi

“…Additionally, we thoroughly analyze CO₂ capture performance using various adsorbents, including amines, metal-organic frameworks, carbon, zeolites, and aerogel-based options. …”
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Experimental Studies of Adsorption Desalination Systems: Current Research, Development and Future Prospects by Amirhossein Amirfakhraei, Maryam Ghorbanzadeh, Mohsen Salimi, Majid Amidpour, Taleb Zarei

“…However, challenges such as lower overall efficiency, adsorbent durability, and scalability limitations impede widespread industrial adoption. …”
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Wafer-Level Packaging of Microelectromechanical Systems Based on Frame Structure by E. S. Barbin, I. V. Kulinich, T. G. Nesterenko, A. N. Koleda, E. V. Shesterikov, P. F. Baranov, D. P. Il’yaschenko

“…The connected triangles create a self-supporting durable framework. The measurement and modeling results demonstrate that the round frame structure is more durable than a square frame with the same maximum cell dimensions. …”
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