An atlas of neuropathic pain-associated molecular pathological characteristics in the mouse spinal cord by Fu-Lu Dong, Lina Yu, Pei-Da Feng, Jin-Xuan Ren, Xue-Hui Bai, Jia-Qi Lin, De-Li Cao, Yu-Tao Deng, Yan Zhang, Hui-Hui Shen, Hao Gong, Wen-Xing Sun, Dong-Qiu Chi, Yixiao Mei, Longfei Ma, Ming-Zhe Yin, Meng-Na Li, Peng-Fei Zhang, Nan Hu, Bing-Lin Zhou, Ying Liu, Xuan-Jie Zheng, Yi-Fan Chen, Da Zhong, Yuan-Xiang Tao, Min Yan, Bao-Chun Jiang

“…However, our understanding of the NP-associated spatial molecular processing landscape of SC and the non-synaptic interactions between DRG neurons and SC cells remains limited. We here integrate spatial transcriptomics (ST) with single-nucleus RNA-sequencing (snRNA-seq) and bulk RNA-sequencing (bulk RNA-seq) to characterize regional pathological heterogeneity of the SC under NP conditions. …”
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Robust adaptive optimization for sustainable water demand prediction in water distribution systems by Ke Wang, Jiayang Meng, Zhangquan Wang, Kehua Zhao, Banteng Liu

“…This study introduces a novel approach, the Robust Adaptive Optimization Decomposition (RAOD) strategy, which integrates a deep neural network to address these challenges. …”
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COMMUNITY RESPONSE (CRM)-BASED PRIORITY SCALE SYSTEM FOR TRANSJAKARTA ROUTE REPAIR in DKI JAKARTA PROVINCE by Hairrudin, Agus Suroso

“…The Road Damage Index (RDI) mathematical model was developed for an objectives assessment of the level of road damage, with Corridor 13 having the highest Road Damage Index (RDI) score (15), indicating the most urgent repairs needs. The integration of CRM data in decision making has been proven to increase the accuracy and responsiveness of TransJakarta infrastructure management. …”
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Plant growth-promoting bacteria and nanomaterials synergism to enhance Lolium perenne growth and phytoremediation in cadmium-contaminated soil by Asifa Farooqi, Ejaz ul Haq, Anders Johansen, Lea Ellegaard-Jensen, Mazhar Iqbal, Sohail Yousaf, Maximilian Lackner

“…Innovative integrated approaches of nanoparticles (NP) and plant growth-promoting bacteria (PGPB) can accelerate plant growth and remediation of cadmium (Cd) contaminated soil. …”
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Design optimization of the podded propulsor considering pod housing drag and propulsion motor performance by Yuhang Zhou, Chengjiang Liu, Yao Yan, Quan Chen, Wenliang Ke

“…The podded propulsor (POD) offers advantages such as high efficiency, low noise, and space-saving by integrating the propulsion motor and propeller. This paper presents an optimization methodology that simultaneously improves motor performance and pod housing drag through numerical analysis. …”
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Novel intelligent MPP tracker and sliding mode control for decentralized street lighting systems using photovoltaic energy by Hussain Attia, Ali Al-Ataby, Maen Takruri, Amjad Omar

“…Unlike traditional decentralised street lighting solutions, which focus mainly on LED dimming based on motion detection or basic MPPT algorithms, this paper proposes a hybrid approach that integrates an intelligent ANN-based MPPT battery charger with a robust SMC for load driving. …”
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Could LC-NE-Dependent Adjustment of Neural Gain Drive Functional Brain Network Reorganization? by Carole Guedj, David Meunier, Martine Meunier, Fadila Hadj-Bouziane

“…Thus, our proposal offers a unified framework integrating the putative influence of the LC-NE system on both local- and long-range adjustments of brain dynamics underlying behavioral flexibility.…”
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Structural Optimization of the Aircraft NACA Inlet Based on BP Neural Networks and Genetic Algorithms by Zhimao Li, Changdong Chen, Houju Pei, Benben Kong

“…The influence of structural parameters on the ram air performance is studied, and a database for the performance is generated. A new method of integrating the BP neural networks and genetic algorithm is used for structure optimization and is proven effective. …”
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Research on noise-induced hearing loss based on functional and structural MRI using machine learning methods by Minghui Lv, Liping Wang, Ranran Huang, Aijie Wang, Yunxin Li, Guowei Zhang

“…The SVM classification model that integrates fMRI indicators has the greatest potential for identifying NIHL patients and healthy people, revealing the complementary role of fMRI indicators in classification and indicating that it is necessary to include multiple indicators of the brain when establishing a classification model.…”
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Bacterial Cellulose: From Biofabrication to Applications in Sustainable Fashion and Vegan Leather by Dheanda Absharina, Mohamad Padri, Csilla Veres, Csaba Vágvölgyi

“…The rising demand for sustainable materials has led to a significant focus on developing resources from renewable systems, particularly through the integration of biological processes. Bacterial cellulose (BC) has emerged as a highly promising biomaterial, gaining attention across multiple industries, such as food, pharmaceuticals, materials science, and textiles, due to its renewable, biodegradable, and eco-friendly characteristics. …”
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Optimizing Energy Efficiency in UPA-Assisted SWIPT Massive MIMO Systems Over Rician Fading Channels by Mohammad Hassan Adeli, Dariush Abbasi-Moghadam, Hossein Fotouhi, S. Mohammad Razavizadeh

“…Massive Multiple Input Multiple Output (mMIMO) is a promising solution for enabling green communication in next-generation wireless networks. Integrating mMIMO with Simultaneous Wireless Information and Power Transfer (SWIPT) technology can further enhance the system efficiencies in terms of Energy Efficiency (EE) and spectral efficiency. …”
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Adaptive Control of a Hybrid Microgrid With Energy Storage System by Mohamed Ahmed Ebrahim Mohamed, Ali M. El-Rifaie, Bassant Ahmed Bahr, H. E. Keshta, Mahmoud N. Ali, M. M. R. Ahmed

“…The growing integration of Renewable Energy Resources (RER) and Energy Storage Systems (ESSs) into Hybrid Microgrids (HμGs) downsizes the system inertia that reduces the system ability to maintain the frequency and voltage within the standard levels. …”
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Cultural and contextual adaptation of the Solastalgia subscale of the Environmental Distress Scale in drought-affected Kilifi, Kenya by Syed Shabab Wahid, Linda Norah Khakali, Felix Agoi, Benjamin Oestericher, Emily Mendenhall, Edna N. Bosire

“…Feedback from respondents were iteratively integrated into the Swahili EDS-Solastalgia scale, and final endorsement of all changes were confirmed during cognitive interviews. …”
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Case study of social marketing implementation in covid-19 promotion media and public knowledge of covid-19 in Jayapura city by Agus Zainuri, Mifta Fariz Prima Putra, S. Piter Irap, Ervina Indrayani

“…The research also found that while the campaign positively impacted awareness levels, a more integrated and contextual approach is needed to achieve comprehensive behavioral change among the community.…”
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Dynamic Response of a Casting Crane Rigid-Flexible Coupling System to High Temperature by Yunsheng Xin, Qing Dong, Qisong Qi, Qinglu Shi

“…System motion equations were established according to the Lagrange equation, and the approximate solution of nonlinear system vibration was solved by the direct integration method (the Newmark method). The dynamic characteristics of the main beam and cabin were analyzed at different temperatures, as well as safety during service. …”
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The Role of Cardiopulmonary Exercise Test in IPF Prognosis by Christina Triantafillidou, Effrosyni Manali, Panagiotis Lyberopoulos, Likourgos Kolilekas, Konstantinos Kagouridis, Sotirios Gyftopoulos, Konstantinos Vougas, Anastasia Kotanidou, Manos Alchanatis, Anna Karakatsani, Spyros A. Papiris

“…Furthermore, VE/VCO2 slope and VO2 peak/kg were correlated with distance and desaturation during the 6MWT. Conclusion. The integration of oxygen consumption and diffusing capacity proved to be a reliable predictor of survival because both variables reflect major underlying physiologic determinants of exercise limitation.…”
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Dietary Patterns among Eight Grade Adolescents and their Impact on Dietary Adequacy by Zeida Bárbara Alejo, Amarelis Rodríguez Fuente, Daysi López Sosa, Pilar Almaguer Sabina

“…<strong><br />Methods</strong>: descriptive study including a universe integrated by all eight grade students in the 5 de Septiembre Junior High School of Cienfuegos. …”
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Correction of Constricted Ear – Case Report by Ljubinka Damjanoska Krstikj, Ana Rajkovska Kimovska, Roza Krsteska, Mare Stevkovska

“…A 6 year old girl presented in pediatric and plastic surgery department with complaint of right ear deformity from birth and additional psychological effects such as increased difficulty in social integration and lack of self- confidence. On clinical examination, we considered as constricted ear grade IIB by Tanzel. …”
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A combined recombinase polymerase amplification CRISPR/Cas12a assay for detection of Fusarium oxysporum f. sp. cubense tropical race 4 by Megan Ceris Matthews, Jos van der Linden, Isabelle Robène, Samuel Rozsasi, Beatrix Coetzee, Manuela Campa, Johan Burger, Uzoma Nobel Akwuruoha, Ndubuisi Johnkennedy Madufor, Willem Perold, Umezuruike Linus Opara, Altus Viljoen, Diane Mostert

“…The RPA-Cas12a assay detected Foc TR4 from naturally infected banana samples collected in the field and visualization was possible with the naked eye under LED blue light transillumination. The method can be integrated with inexpensive fluorescent or electronic detection devices to accelerate Foc TR4 in-field detection and, thereby, fast-track disease containment strategies.…”
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Green Space Planning and Landscape Sustainable Design in Smart Cities considering Public Green Space Demands of Different Formats by Juan Shan, Zhuo Huang, Sibo Chen, Yue Li, Wenli Ji

“…Methods of smart UGS planning and sustainable landscape design help integrate ecological performance and other functions of UGS. …”
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