In vitro machine learning-based CAR T immunological synapse quality measurements correlate with patient clinical outcomes. by Alireza Naghizadeh, Wei-Chung Tsao, Jong Hyun Cho, Hongye Xu, Mohab Mohamed, Dali Li, Wei Xiong, Dimitri Metaxas, Carlos A Ramos, Dongfang Liu

“…To improve their efficacy and expand their applicability to solid tumors, scientists optimize different CARs with different modifications. …”
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Pharmaceutical development of sangviritrin spray for the treatment of inflammatory diseases of the oral cavity by M. N. Anurova, Ya. A. Dorokhina, A. S. Gulenkov, N. B. Demina, L. A. Korol, P. G. Mizina

“…KG, Germany).Results and Discussion. Optimal auxiliary component compositions were selected based on measurements of spray technological parameters. …”
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Experimental and machine learning-driven assessment of IS 2062 steel under double-base propellant combustion conditions by Hari Singh, Dola Sundeep, C. Chandrasekhara Sastry, Eswaramoorthy K Varadharaj

“…Findings emphasize that while IS 2062 steel maintains integrity under transient high-temperature exposure, prolonged operation may lead to thermal fatigue and microstructural weakening, necessitating protective coatings or alternative alloy compositions for long-term durability. This study contributes to improving material selection, structural design, and predictive modeling for defence propulsion systems.…”
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Construction process optimisation of graphene-basalt fibre asphalt mixtures by Huzhu Zhang, Wenjia Yang, Huimin Li, Chunyu Zheng, Lijuan Sun

“…Graphene-basalt fibre asphalt mixture (GBFAM) is a novel composite-modified material. However, there is currently a lack of an effective basis for selecting appropriate construction processes and parameters in practical engineering applications. …”
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Solubility of triclabendazole as a factor determining the activity of its solid dispersions with polymers by M. S. Khalikov

“…The machining of the TCB substance with selected polymers obtained the corresponding SDs of the following compositions: TCB : PVP (1 : 9), TCB : AG (1 : 9), TCB : PVP : AG (1 : 4.5 : 4.5) and TCB : LE (1 : 9), which were free-flowing powders with enhanced solubility for TCB (up to 34). …”
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Influence of Eggshell Ash and Stone Powder on Geotechnical Properties of Expansive Clay in Dukem Town by Tadesse Endale Teferra, Eleyas Assefa, S. M. Assefa

“…Through comprehensive analysis utilizing scanning electron microscopy (SEM) and X-ray diffraction (XRD), the mineralogical compositions of both soil and additives are meticulously examined. …”
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Functional Modification Effect of Epoxy Oligomers on the Structure and Properties of Epoxy Hydroxyurethane Polymers by Victor Stroganov, Oleg Stoyanov, Ilya Stroganov, Eduard Kraus

“…This paper presents a possible OECC modificator, the optimal EO:OECC ratio and its influence on the cross-link frequency, the polarity, the fragment and chain flexibilities and, as a consequence, the possible stiffness regulation for selected epoxy polymers. …”
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Emotional intelligence, support, and organizational culture’s impact on decision-making: mediation and moderation analysis in academia by Saqib Munir, Muhammad Khalid Anser, Syed Tahir Hussain Shah, Talat Islam, Khalid Zaman

“…Abstract Academic decision-making is composite, involving a number of players with various points of view and frequently conflicting interests. …”
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Exploring How Dopants Strengthen Metal-Ni/Ceramic-Al₂O₃ Interface Structures at the Atomic and Electronic Levels by Fengqiao Sun, Xiaofeng Zhang, Long Li, Qicheng Chen, Dehao Kong, Haifeng Yang, Renwei Li

“…Consequently, selecting Ti as an additive in the fabrication of metal-based ceramic Ni–Al₂O₃ composites will contribute to prolonging the service lifetime of the composite.…”
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Study on Class Imbalance in Land Use Classification for Soil Erosion in Dry–Hot Valley Regions by Yuzhuang Deng, Guokun Chen, Bohui Tang, Xingwu Duan, Lijun Zuo, Haijuan Zhao

“…The period from February to April each year, between 2018 and 2023, was identified as the optimal time window for land use classification in dry–hot valleys. (2) Constructing composite images over longer time scales enhanced classification performance: using a 2020 annual composite image combined with a Gradient Tree Boosting classifier yielded the highest accuracy, indicating that longer temporal synthesis improves classification results. (3) The effect of class imbalance on classification accuracy varied by land type: woodland (the majority class) was least affected by imbalance, whereas minority classes such as cultivated land, garden plantations, and grassland were highly sensitive to imbalance. …”
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Development and Evaluation of Machine Learning Models for Air-to-Land Temperature Conversion Using the Newly Established Kunlun Mountain Gradient Observation System by Yongkang Li, Qing He, Yongqiang Liu, Amina Maituerdi, Yang Yan, Jiao Tan

“…Consequently, CatBoost was selected as the optimal model. Additionally, this study analyzed the spatiotemporal distribution characteristics of cloud cover in the Kunlun Mountain region using the MOD11A1 product and assessed the uncertainties introduced by the 8-day average compositing method of the MOD11A2 product. …”
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A Rice-Mapping Method with Integrated Automatic Generation of Training Samples and Random Forest Classification Using Google Earth Engine by Yuqing Fan, Debao Yuan, Liuya Zhang, Maochen Zhao, Renxu Yang

“…The proposed LR method initially generated rice distribution maps based on phenology, and 300 sample points were selected for meta-identification of rice images via an enhanced pixel-based phenological feature composite method (Eppf-CM) utilizing high-resolution imagery. …”
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First-principles insights into Sn/Sc/Ag/Ni-doped Al2Cu structural, electronic, mechanical, and thermodynamic properties by Yuhua Jin, Sijun Yang, Xuefeng Lu, Yu Ni, xiao Li

“…It proposes integrated electronic-mechanical-thermodynamic criteria for element selection under high-temperature service conditions, while validating critical alloy design parameters via Sc-doped instability cases, providing theoretical guidance for developing heat-resistant copper-aluminum composites.…”
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High Resolution Crop Type and Rotation Mapping in Farming–Pastoral Ecotone in China Using Multi-Satellite Imagery and Google Earth Engine by Zhenwei Hou, Bangqian Chen, Yaqun Liu, Huadong Zang, Kiril Manevski, Fangmiao Chen, Yadong Yang, Junyong Ge, Zhaohai Zeng

“…After cloud removal and Savitzky–Golay filtering were applied to correct noise, we selected vegetation index features with maximum inter-class separability during the optimal classification window (June 15–August 20) and generated quarterly Sentinel-1 SAR composites. …”
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Use of Inulin and Pumpkin Oil in the Manufacture of High-Quality Mortadella-Style Sausage from Buffalo Meat by Silvia Jane Lombardi, Filomena Nazzaro, Luigi Grazia, Raffaele Coppola, Florinda Fratianni, Michela Pellegrini, Ilenia Iarusso, Patrizio Tremonte, Francesca Coppola

“…However, its fat content may compromise texture, juiciness, and flavor, necessitating strategies to optimize product quality. This study investigated the effects of replacing pork fat with inulin and pumpkin seed oil in a cooked buffalo meat product, focusing on compositional, oxidative, microbiological, and sensory parameters. …”
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Advancing carbon capture with bio-inspired membrane materials: A review by W. Rahmah, K. Khoiruddin, I.G. Wenten, S. Kawi

“…Innovations in material synthesis and composite development are showcased, demonstrating enhanced CO2 separation across various industrial applications. …”
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A novel two-step framework for day-ahead wind power probabilistic forecasting considering uncertainties and ramp events by Yang Cui, Chi Cheng, Yan Zhu, Dan Meng, Zhenghong Chen

“…Third, we compared four deterministic wind power forecasting models and selected the optimal one, LSTM-WPRE, as the foundation of the proposed two-step model. …”
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High-Performance GaN-Based Green Flip-Chip Mini-LED with Lattice-Compatible AlN Passivation Layer by Jiahao Song, Lang Shi, Siyuan Cui, Lingyue Meng, Qianxi Zhou, Jingjing Jiang, Conglong Jin, Jiahui Hu, Kuosheng Wen, Shengjun Zhou

“…The results provide guidance for the realization of high-performance mini-LEDs by selecting lattice-compatible passivation layers.…”
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Growth Stages Discrimination of Multi-Cultivar Navel Oranges Using the Fusion of Near-Infrared Hyperspectral Imaging and Machine Vision with Deep Learning by Chunyan Zhao, Zhong Ren, Yue Li, Jia Zhang, Weinan Shi

“…Based on preprocessed spectra, optimally selected hyperspectral images, and registered RGB images, a dual-branch multi-modal feature fusion convolutional neural network (CNN) model is established. …”
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Green analytical protocol for the liquid chromatographic determination of ketoprofen in human urine after microextraction using Carbowax 20 M – modified cellulose membrane by Christina Patakidou, Marianna Ntorkou, Abuzar Kabir, Constantinos K. Zacharis

“…Experimental parameters were systematically studied and optimized using a face-centered central composite design and one-factor-at-a-time approaches. …”
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