Hybrid Machine Learning Model for Predicting Shear Strength of Rock Joints by Daxing Lei, Yaoping Zhang, Zhigang Lu, Hang Lin, Yifan Chen

“…However, traditional machine learning (ML) models often suffer from local optima and limited generalization ability when dealing with complex nonlinear problems, thereby compromising prediction accuracy and stability. …”
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Assessment of agricultural drought severity using multi-temporal remote sensing data in Lorestan region by M. Ghobadi, Z. Badehian

“…Abstract Agricultural drought is a complex phenomenon with major impacts on ecosystems, biodiversity, and ecosystem services. …”
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Discontinuous surface extraction method based on 3D point cloud by Linsong Zhu, Shuangquan Li, Tianjiao Li, Tianjiao Li, Xuewu Sun, Fuqiang Ren, Fuqiang Ren

“…In order to verify the accuracy of the method, two engineering cases (regular hexahedron and rock slope) are selected for analysis. The results show that this method has high consistency in dip angle and trend extraction, which can automatically extract small-scale structural planes in complex rock strata and accurately calculate their area which is superior to traditional methods in terms of accuracy and robustness. …”
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Circular q-rung orthopair fuzzy modeling using Schweizer-Sklar weighted aggregation for water purification strategy selection by Jawad Ali, Ahmad N. Al-Kenani, Ioan-Lucian Popa

“…Abstract Selecting an optimal water purification strategy presents a complex multi-criteria decision-making problem due to inherent uncertainty, imprecise information, and conflicting evaluation criteria. …”
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Investigating the metastability of amorphous calcium carbonate by droplet microfluidics experiments using machine learning by Ryan Santoso, Lisa Guignon, Guido Deissmann, Jenna Poonoosamy

“…The transformation rate indicates an increasing stability of the ACC phase in confinement. Our method is generalizable and can be applied to different setups of droplet microfluidics experiments, facilitating efficient experimentation and analysis of complex crystallization processes.…”
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A robust multiplex-DIA workflow profiles protein turnover regulations associated with cisplatin resistance and aneuploidy by Barbora Salovska, Wenxue Li, Oliver M. Bernhardt, Pierre-Luc Germain, Qinyue Wang, Tejas Gandhi, Lukas Reiter, Yansheng Liu

“…We identify resistance-associated turnover signatures, including mitochondrial metabolic adaptation via accelerated degradation of respiratory complexes I and IV. Our approach provides a powerful platform for high-throughput, quantitative analysis of proteome dynamics and stability in health and disease.…”
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Synthesis of PI- and PID-Regulators in Control Systems Derived by the Feedback Linearization Method by Andriy Lozynskyy, Lidiia Kasha, Stepan Pakizh, Roman Sadovyi

“…The feedback linearization method facilitates the transformation of nonlinear systems into linear ones, simplifying their further analysis and controller design. The research shows that the new methodology for synthesizing the coefficients of controllers provides improved system stability, reduces sensitivity to external influences, and decreases the response time of the system to changes in operating conditions. …”
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Delivery Systems for Curcumin Derivatives Based on Calcium Carbonate Structures for Biomedical Applications by Alina Raditoiu, Valentin Raditoiu, Maria Grapin, Radu Claudiu Fierascu, Cristian Andi Nicolae, Monica Florentina Raduly

“…Fourier-transform infrared spectroscopy (FTIR), X-ray diffraction (XRD), and scanning electron microscopy (SEM) were used for structural and morphologic characterization of the materials, while thermal stability was verified by thermal-gravimetric analysis (TGA), and porosity analysis was performed to evaluate surfaces and pore sizes. …”
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Selective adsorption mechanisms of typical SF₆ decomposition products on Fe-doped graphene by Chengjiang Wang, Xuze Wang, Xiangjia Liu, Feiyang Xie, Pengdi Zhang

“…The results indicate that Fe-doped graphene exhibits the strongest affinity toward SO2F2, with a binding energy exceeding −0.8 eV and pronounced charge transfer between the adsorbate and substrate. Desorption energy analysis at various temperatures shows that the Fe–graphene/SO2F2 complex achieves optimal adsorption stability near 298 K. …”
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Drug Delivery by Carbon Nano Carrier for Use as Capecitabine Drug Carrier: A QM/MM study by Fahimeh Najafi

“…According to the results of AIM analysis, the N1—C87 interaction bond has a partial covalent nature. …”
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Using deep learning to capture gravel soil microstructure and hydraulic characteristics by Bin Zhu, Yu-Fei Xie, Xiang-Gang Hu, Dai-Rong Su

“…This allowed for the analysis of seepage characteristics and internal stability within a range of magnitudes up to 10− 2 cm/s. …”
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Reliability Prediction of Mixed-Signal Module Based on Multi-Stress Field Failure Mechanisms by Wei Zheng, Mingtao Feng, Ruishi Lin, Yue Yu, Kaiwen Xiao, Guofu Zhai

“…This method enhances the quantitative product reliability analysis and provides valuable support for optimized design.…”
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Breather and solitonic behavior of parametric Sine–Gordon equation with phase-shift and driven term by Taj Munir, Muhammad Zaman, Can Kang, Hussan Zeb, Alrazi Abdeljabbar, Mohammed Daher Albalwi

“…Additionally, one- and two-dimensional numerical computations are performed to enhance the clarity and depth of the analysis. This research significantly contributes to the fields of superconductivity and nonlinear dynamics, offering novel insights into the complex behavior of coupled systems and advancing the understanding of Josephson Junction dynamics.…”
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The Impact of Coal Power Plant Emissions on Indonesia's Carbon Tax Rates by Arif Rahman Hakim, Vita Sarasi, Eddy Prahasta

“…Scenario analysis suggests that increasing the carbon tax rate from IDR 30/kg CO2e to IDR 150/kg CO2e could significantly reduce emissions while maintaining economic stability, particularly in the energy sector, if accompanied by targeted subsidies and incentives for renewable energy. …”
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Numerical Simulation of a No-Insulation BSCCO Toroidal Magnet Applied in Magnetic Confinement Fusion by Yi Zhang, Yuejin Tang, Ying Xu, Zhong Xia, Li Ren

“…The heat generated in NI coils is complex owing to the existence of current flow between adjacent turns. …”
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Kinematic GNSS inversion of the large afterslip (Mw 6.4) following the 2019 Mw 6.2 Hualien earthquake (Taiwan) by Hsiao-Fan Lin, Hsiao-Fan Lin, Alexandre Canitano, Ya-Ju Hsu

“…We apply a variational Bayesian independent component analysis approach to displacement time-series to infer a 6-month long afterslip. …”
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Discovery of novel and highly potent dual-targeting PKMYT1/HDAC2 inhibitors for hepatocellular carcinoma through structure-based virtual screening and biological evaluation by Yang Yang, Yuting Wang, Jing Chen, Miao-Miao Niu, Yongbin Wang, Xing Jin

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Circular RNA Circ_0002762 promotes cell migration and invasion in cervical squamous cell carcinoma via activating RelA/nuclear factor kappa B (Nf-kB) signalling pathway by Lei Ji, Youguo Chen, Xiaoping Chen

“…Additionally, circ_0002762, predominantly accumulated in cell cytoplasm, was proved to recruit Mov10 RISC complex RNA helicase (MOV10) to enhance RelA mRNA stability, thus affecting CSCC cell migration and invasion. …”
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Cybersecurity of Operational Technology in Critical Infrastructures by Péter Hunorfi, Tibor Farkas

“…Findings: The protection of operational technology systems in critical infrastructures is crucial for maintaining social and economic stability. The digitalization of OT systems and their increasing integration with IT systems create new cybersecurity challenges that require a complex and multi-layered approach to address. …”
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Optimization and Comprehensive Characterization of the Microencapsulation Process for Taro Essence by Yongxin Song, Yipeng Gu, Aiqing Ren, Xiaochun Li, Shujie Wu, Yuwen Gong, Yanghe Luo

“…SEM imaging revealed a heterogeneous morphology, while XRD patterns validated the formation of stable inclusion complexes. An analysis of volatile components indicated the effective encapsulation of key alkanes, with PCA and heatmap clustering analyses confirming the stability of these components during storage. …”
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