Artificial intelligence and machine learning in the development of vaccines and immunotherapeutics—yesterday, today, and tomorrow by Elhoucine Elfatimi, Yassir Lekbach, Swayam Prakash, Lbachir BenMohamed, Lbachir BenMohamed, Lbachir BenMohamed, Lbachir BenMohamed

“…Today, artificial intelligence (AI) and deep learning (DL) are actively transforming vaccine and immunotherapeutic research by (i) offering predictive frameworks that support rapid, data-driven decision-making, (ii) integrating computational models, systems vaccinology, and multi-omics data (iii) helping to better phenotype, differentiate, and classify patients diseases and cancers; (iv), integrating host characteristics for tailored vaccines and immunotherapeutics; (v) refining the selection of B-and T-cell antigen/epitope targets to enhance efficacy and durability of immune protection; and (vi) enabling a deeper understanding of immune regulation, immune evasion, and regulatory pathways. …”
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Electrochemical, quantum chemical, and thermodynamic investigation of a Schiff base corrosion inhibitor for XC70 steel by Abdelbasset Recherache, Fatiha Benghanem, Linda Toukal, Nourelhouda Bounedjar, Malika Foudia, Buzuayehu Abebe, Mir Waqas Alam

“…By combining experimental findings with theoretical frameworks such as Density Functional Theory and Molecular Dynamics Simulation, the study provides a thorough understanding of the inhibitor’s mechanism of action. …”
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Hybrid nano-interfacial engineering of special-wettable surfaces for advanced oil/water separation: Multifunctional strategies and future directions by Surya Kanta Ghadei, Kamatchi Jothiramalingam Sankaran, Ramasamy Sakthivel

“…A broad range of nanomaterials, including metal nanoparticles, metal-oxide-based nanomaterials, silica-based nanomaterials, carbon-based nanomaterials, polymeric materials, porous frameworks-based materials including metal-organic frameworks (MOFs) and covalent organic frameworks (COFs), at last MXene-based materials, are explored for their role in creating super-wettable surfaces optimized for oil/water separation. …”
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Crisis management and institutional transformation: How China’s Communist Party ensured survival through military modernization, 1976–1992 by Brandon Sommer

“…The theoretical results demonstrate that crisis learning occurs through iterative cycles where agents progressively understand systemic elements and construct durable solutions. The framework offers practical value for understanding institutional transformation processes and organizational survival strategies during periods of fundamental change, with applications extending beyond authoritarian contexts to any institution facing an existential crisis.…”
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Lightweight design of polymeric thin-walled components: Latticization and elastic–plastic homogenization by L. Romanelli, C. Santus, I. Senegaglia, F. Tamburrino, M. Controzzi, A. Corrado, M. Perini, D. Kumar, R. De Biasi, M. Benedetti

“…The research combines experimental, numerical, and theoretical approaches to develop a robust framework for the mechanical homogenization of these structures. …”
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ZIF-93-Based Nanomaterials as pH-Responsive Drug Delivery Systems for Enhanced Antibacterial Efficacy of Kasugamycin in the Management of Pear Fire Blight by Chunli Chen, Bin Hao, Jincheng Shen, Shuren Liu, Hongzu Feng, Jianwei Zhang, Chen Liu, Yong Li, Hongqiang Dong

“…In this study, a pH-responsive controlled release system was constructed using zeolitic imidazolate frameworks (ZIF-93) for the sustained and targeted delivery of KSM. …”
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Exploring the equitable inclusion of diverse voices in urban green design, planning and policy development: a scoping review protocol by Larry J Prokop, Thierno Diallo, Nataly R Espinoza Suarez, Sophie Dupere, Félix Desrosiers

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Mechanical characterization of metal-ceramic composites by G. Bolzon, M. Bocciarelli, E.J. Chiarullo

“…Parameter calibration methodologies based on instrumented indentation and inverse analysis represent fast and reliable identification procedures in the present context, as shown by the present contribution, based on some experience achieved in the framework of the European Network of Excellence on ‘Knowledge-based Multi-component Materials for durable and safe performance’ (KMM-NoE).…”
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Mechanical characterization of metal-ceramic composites by G. Bolzon, M.Bocciarelli, E.J. Chiarullo, G. Bolzon, M.Bocciarelli, E.J. Chiarullo, G. Bolzon, M.Bocciarelli, E.J. Chiarullo

“…Parameter calibration methodologies based on instrumented indentation and inverse analysis represent fast and reliable identification procedures in the present context, as shown by the present contribution, based on some experience achieved in the framework of the European Network of Excellence on ‘Knowledge-based Multi-component Materials for durable and safe performance’ (KMM-NoE).…”
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Intelligent Design of Pavement Concrete Based on RSM-NSGA-III-CRITIC-VIKOR by Yuren Huo, Zhaoguang Li, Yan Wang

“…Microstructural characterization using scanning electron microscopy and low-field nuclear magnetic resonance (SEM/LF-NMR) demonstrated refined pore distribution and enhanced compactness. This framework effectively resolves trade-offs between performance indicators, providing a scientifically robust method for designing durable pavement concrete that reduces shrinkage by 13.0% and porosity by 13.5% compared to conventional mixes, lowering maintenance costs in arid regions.…”
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Viewpoint: The aerotropolis: Urban sustainability perspectives from the regional city by Reza Banai

“…In this paper, the building blocks of the regional city, which are increasingly regarded as principles of a durable urbanism, inform a multi-criteria framework toward a sustainability assessment of the aerotropolis-built form. …”
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Governable Stacks against Digital Colonialism by Nathan Schneider

“…This paper introduces the concept of “governable stacks”, a framework for self-governing as resistance to digital colonialism. …”
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European Milestones in the Protection of Workers' Claims in the Case of Insolvency by Yury Y. Karaleu

“…Thus, society faces the serious question of how to ensure the payment of wages to employees in the case of insolvency and provide a solid framework with which countries can find durable solutions, effectively organise and manage the protection of workers' claims. …”
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An update in the management of spinal metastases by Andrei F. Joaquim, Ann Powers, Ilya Laufer, Mark H. Bilsky

“…In this paper, we perform an update on the management of spinal metastases demonstrating the integration of these new technologies into a decision framework NOMS that assesses four basic aspects of a patient’s spine disease: Neurologic, Oncologic, Mechanical Instability and Systemic disease.…”
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A PDA@ZIF-8-Incorporated PMIA TFN-FO Membrane for Seawater Desalination: Improving Water Flux and Anti-Fouling Performance by Yu Ma, Rui Jia, Zhen-Liang Xu, Aida Aibulatova, Xiao-Gang Jin, Yin-Xin Fang, Ming-Xiao Zhang, Sun-Jie Xu

“…Here, hydrophilic polydopamine (PDA)@ zeolitic imidazolate frameworks-8 (ZIF-8) nanomaterials and their integration into PMIA membranes using the interfacial polymerization (IP) method were investigated. …”
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Le football professionnel européen dans un système capitaliste financiarisé en crise : une approche régulationniste des facteurs de changement institutionnel by Jérémie Bastien

“…From a meso-level analysis within a regulationist framework, I end up characterising a ’financialiased’ economic system of European professional football. …”
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La nature et les ruines : anciennes présences humaines dans le récit climatique de science‑fiction by Rémi Auvertin

“…European modernity and romanticism have made the human ruin a symbol of the passage of time and the fall of civilizations. The motif persists durably in contemporary culture and in the archaeological imagination of most people. …”
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Moving from crisis response to a learning health system: Experiences from an Australian regional primary care network by Bianca Forrester, Georgia Fisher, Louise A. Ellis, Andrew Giddy, Carolynn L. Smith, Yvonne Zurynski, Lena Sanci, Katherine Graham, Naomi White, Jeffrey Braithwaite

“…Our work was underpinned by the LHS framework proposed by Menear et al. and aligned with Kotter's eight‐step change model. …”
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Concevoir pour le pouvoir d’agir ensemble au sein des organisations : le cas d’un processus commercial by Céline Poret, Viviane Folcher, Florence Motté, Yvon Haradji

“…One of these grounds is a cross-functional cooperation between actors involved in the same process, within the framework of a new kind of collective activity: cross-functional and transactional collective activity (Motté & Haradji, 2010 ; Poret, 2015). …”
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Constitutive model of metal rubber material considering plastic accumulation behavior by FENG Zhipeng, YANG Fang, FU Hailong, AI Shigang, WANG Yue, YUAN Liangyang

“…However, during the cold compression forming process, the metallic wires undergo substantial plastic deformation to establish a stable three-dimensional framework, and this initial plastic deformation directly influences the material's fundamental mechanical properties. …”
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