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  • Open Access

    ARTICLE

    Research on an Emergence Mechanism in Large Language Models for Command and Decision-Making

    Yazhi Zheng1,2, Xiaolong Cui1,*, Xin Wang1,2,#, Xuanzhu Sheng1,2,#

    CMC-Computers, Materials & Continua, Vol.89, No.2, 2026, DOI:10.32604/cmc.2026.084480 - 15 September 2026

    Abstract Large Language Models (LLMs) currently lack the robust command and decision-making (C&D) capabilities essential for the command and control domain. To address this critical gap, this paper proposes an emergence mechanism that integrates a domain-specialized Chain of Thought (CoT) framework with a Process Reward Model (PRM)-inspired evaluation and inference-time optimization paradigm. We construct a novel Chain of Command and Decision (CoCD) framework, a C2-specific CoT structure with contextual persistence, knowledge accumulation, and a human-in-the-loop feedback loop, and define a four-dimensional PRM-inspired evaluation framework for process-level assessment of C&D reasoning. Experimental evaluations on 40 C&D scenarios… More >

  • Open Access

    REVIEW

    Metabolic Reprogramming in Gastric Cancer Immunity Mechanisms and Therapeutic Implications

    Xiangyang Wang1,#, Ying Wu2,3,#, Yutong Fu3,4, Ejakpovi Emmanuel Oghenefejiro2,3, Zakari Shaibu3, Cunxi Li5, Qi Zhou6, Liang Yin2,*

    Oncology Research, Vol.34, No.10, 2026, DOI:10.32604/or.2026.087144 - 14 September 2026

    Abstract Gastric cancer (GC) remains a leading cause of global cancer mortality, with progression and therapy resistance heavily influenced by the dynamic tumor microenvironment (TME). Despite advances in surgical techniques, chemotherapy, targeted therapy, and immunotherapy, overall survival for advanced disease remains poor, underscoring the need for a deeper understanding of resistance mechanisms. A hallmark of the TME is metabolic reprogramming, which sustains tumor growth and actively shapes an immunosuppressive landscape. This review aims to detail the coordinated metabolic adaptations of GC cells, cancer-associated fibroblasts (CAFs), and immune cells within the TME, focusing on nutrient competition, immunosuppressive… More >

  • Open Access

    REVIEW

    Cholesterol Metabolism in Cancer Patients: Mechanisms, Treatment-Related Effects, and Cardio-Oncology Management

    Mariagrazia Piscione1,*, Barbara Pala2,3,*, Francesco Cribari3, Paola Gualtieri4, Dario Gaudio5, Marco Alfonso Perrone6, Laura Di Renzo4

    Oncology Research, Vol.34, No.10, 2026, DOI:10.32604/or.2026.079215 - 14 September 2026

    Abstract Cholesterol metabolism is central to cancer biology, influencing tumour initiation, progression, and therapeutic response, while contributing to the increased cardiovascular risk observed in cancer patients. Epidemiological studies investigating the relationship between circulating cholesterol levels and cancer risk have yielded conflicting results, reflecting substantial biological heterogeneity, tumour-specific metabolic demands, and methodological biases such as reverse causality. At the cellular level, malignant cells exhibit elevated cholesterol uptake and synthesis to sustain membrane biogenesis, lipid raft-dependent oncogenic signalling, and rapid proliferation. Cholesterol and its oxidized derivatives further modulate inflammation, angiogenesis, immune evasion, and key signalling pathways. Anticancer therapies… More >

  • Open Access

    REVIEW

    Resistance Mechanisms in Immunotherapy-Radiotherapy/Chemotherapy Combinations in Locally Advanced Head & Neck Squamous Cell Carcinoma

    Abbas Hussain1,*, Daniel Thomas Jones2, Rishi Kumar Nanda3, Ramaditya Srinivasmurthy4, Jason Ta5, Yin Mon Myat6, Riccesha Hattin1, Jo-Lawrence Bigcas7, Sisi Tian7, Suparna Shah7, Robert Wang7, Kyaw Zin Thein8

    Oncology Research, Vol.34, No.10, 2026, DOI:10.32604/or.2026.077918 - 14 September 2026

    Abstract Locally advanced head and neck squamous cell carcinoma (LA-HNSCC) remains difficult to treat despite multimodal therapy. Immune checkpoint inhibitors (ICIs) have expanded treatment options, but phase III trials combining ICIs with chemoradiotherapy have demonstrated limited survival benefit due to complex resistance mechanisms. These include immunosuppressive tumor microenvironments, impaired DNA damage responses, hypoxia-driven adaptations, metabolic reprogramming, and oncogenic signaling via the HER receptor family. This review outlines key resistance pathways and emerging strategies to overcome them. Nanotechnology-based approaches may enhance drug delivery and modulate the tumor microenvironment, while dual inhibition of epidermal growth factor receptor (EGFR), More >

  • Open Access

    ARTICLE

    Erosion of Metal Wire Mesh Screens under Varying Flow Velocity, Sand Concentration, and Impact Angle

    Baocheng Shi1,2,*, Minyi Yang2, Zhibin Wang1, Qing Yuan2, Jiang Bian2, Yajun Deng2, Kai Liu2

    FDMP-Fluid Dynamics & Materials Processing, Vol.22, No.8, 2026, DOI:10.32604/fdmp.2026.087023 - 04 September 2026

    Abstract This study investigates the erosion behavior of metal mesh sand-control screens under representative operating conditions and develops an empirical model for predicting erosion rate and screen service life. Single-layer metal mesh screens were tested using a Multifunctional Spin Hydrodynamics (MSH) rotating apparatus under systematically varied liquid velocity, sand concentration, and particle impact angle. The influence of each operating parameter on erosion was quantified using a one-factor-at-a-time experimental design, while the underlying wear mechanisms were characterized by scanning electron microscopy (SEM) and optical microscopy. The results show that liquid velocity is the dominant factor controlling erosion, More >

  • Open Access

    ARTICLE

    Experimental Investigation of Particle Deposition and Pipeline Plugging Mechanisms in Produced Fluids from High-Salinity Gas Reservoirs

    Bo Zhang1,2,3,4, Guosheng Ai1,2,3,4, Junlin Wu4, Mingyi Zhang1,2,3,4, Xinqing Zhang5,*, Cong Li1,2,3,4, Xuanwei Zhang1,2,3,4, Na Li1,2,3,4, Limin Yuan1,2,3,4

    FDMP-Fluid Dynamics & Materials Processing, Vol.22, No.8, 2026, DOI:10.32604/fdmp.2026.086215 - 04 September 2026

    Abstract This study investigates the physicochemical characteristics, particle deposition behavior, and plugging mechanisms of produced fluids from drainage-gas recovery wells in high-salinity gas reservoirs, using a representative well from the Tarim Oilfield as a case study for a broad class of production systems affected by liquid-phase pipeline plugging. A comprehensive experimental methodology was adopted, combining physicochemical characterization, filtration and static sedimentation experiments, dynamic deposition tests, scanning electron microscopy coupled with energy-dispersive X-ray spectroscopy (SEM-EDS), and X-ray diffraction (XRD). This combined experimental approach was employed to identify the dominant deposition mechanisms and determine the particle-size fractions most… More >

  • Open Access

    ARTICLE

    Regulation of Critical Capillary Number: High-Efficiency Displacement Mechanism of Deep Coalbed Methane Considering Wettability Heterogeneity of Proppants between Fractures

    Zeliang Liang1,2, Jia Tan1,*, Jiachao She2, Fengnian Wang2, Yi Wang2, Donghao Li3, Rugang Duan3, Haotian Chu4

    Frontiers in Heat and Mass Transfer, Vol.24, No.4, 2026, DOI:10.32604/fhmt.2026.078050 - 31 August 2026

    Abstract Significant wettability differences between proppants and coal matrices in deep coal reservoirs limit gas–water mass transfer, a key factor for coalbed methane recovery. This study develops a hybrid wettability fracture model using in-situ data, coupling Navier–Stokes equations with a phase-field method to simulate multi-scale gas–water flow. A random wettability mapping technique captures spatial heterogeneity. The critical capillary number (Ca)-balancing capillary and viscous forces-serves as the key threshold governing flow pathways. At low Ca, capillary forces dominate, causing liquid film aggregation and gas blockage; at high Ca, viscous forces break films and open pathways. Wettability gradients drive asynchronous More >

  • Open Access

    ARTICLE

    Blockchain-Supported Trustworthy Carbon Data Accounting and Asset Circulation Mechanisms for Transformation Finance

    C. A. Bindyashree1, Chitra G.2, Syed Muzamil Basha3, Hamed Taherdoost4,5,6,7,8,9,*

    Energy Engineering, Vol.123, No.10, 2026, DOI:10.32604/ee.2026.084451 - 30 August 2026

    Abstract In the present times, Transformation finance has become a prominent approach for a systematic financial channel to facilitate the step-by-step decarbonization of carbon-intensive sectors. Such mechanisms rely on the accuracy of carbon emissions data to measure environmental performance and to inform capital decisions. The current carbon accounting methods are limited by inadequate data-collection provisions, slow verification processes, and low auditability, which undermine the reliability of emission-reduction claims and constrain the effectiveness of carbon asset markets. In the present research work, a blockchain-based framework is proposed that will create reliable carbon data accounting and facilitate structured… More >

  • Open Access

    ARTICLE

    Regulatory Mechanisms of Branch Angle in Brassica rapa L. in Xizang Based on RNA-seq and Targeted-Metabolome Analyses

    Chao Mi1,*, Shimeng Li1, Xuetao Yang2, Jinxiong Wang1,*

    Phyton-International Journal of Experimental Botany, Vol.95, No.8, 2026, DOI:10.32604/phyton.2026.085115 - 28 August 2026

    Abstract Rapeseed (Brassica rapa L.) is the primary oil crop in Xizang. However, its loosely branched structure hinders mechanical harvesting. Improvement in plant architecture is necessary to align with industrial development; however, research on branch angle in rapeseed is limited. The branch angle of compact plant type (S) was smaller than that of the dispersed plant type (F). RNA sequencing and targeted metabolome analyses of branch angles of both plant types were assessed at different branch sites. In the S plant type, IAA (3-Indoleacetic acid) contents were significantly higher than those in F at the five stem… More >

  • Open Access

    REVIEW

    Formation of Binder-Free Composites Based on Natural Materials: Structure, Mechanisms, and Prospects for Chemical Modification

    Alexey E. Shkuro1,*, Artyom V. Artyomov2, Victor G. Buryndin2, Anna S. Ershova2, Tatyana V. Yakubova3

    Journal of Renewable Materials, Vol.14, No.8, 2026, DOI:10.32604/jrm.2026.02025-0194 - 26 August 2026

    Abstract Binder-free lignocellulosic boards and molded composites are gaining momentum as low-emission alternatives to conventional wood-based panels because they exploit intrinsic self-bonding of biomass under hot pressing. This review critically analyzes structure-formation pathways in binder-free composites, focusing on (i) thermo-mechanical softening and flow of lignin as a natural adhesive phase, (ii) auto-hydrolysis of hemicelluloses generating organic acids and reactive furanic intermediates, and (iii) subsequent condensation and crosslinking reactions that consolidate the network. We compare process routes historically associated with Masonite-type fiber processing and Lignoplast-type direct compaction, highlighting how moisture, temperature, pressure, sealing degree, and particle morphology More >

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