Seasonally Robust Offshore Wind Turbine Detection in Sentinel-2 Imagery Using Imaging Geometry-Aware Deep Learning by Xike Song, Ziyang Li

“…This approach is implemented using Faster R-CNN as the baseline, with three enhanced extensions: (1) direct integration of imaging parameters, where Geowise-Net incorporates solar and view angular information of satellite metadata to improve geometric awareness; (2) implicit geometry learning, where Contrast-Net employs contrastive learning on seasonal image pairs to capture variability in turbine appearance and shadows caused by changes in solar and viewing geometry; and (3) a Composite model that integrates the above two geometry-aware models to utilize their complementary strengths. …”
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The Impact of Ho Addition on the Microstructural Features and Magnetic Performances of Sintered NdFeB Magnets by Xin-De Zhu, Wei-Ming Liu, Fei Wang, Zhao-Pu Xu, Qian Wang, Xiao-Qian Gu, Meng Li, Ya Jiang, Feng-Sheng Xue, Mei Wang

“…Subsequently, grain boundary diffusion was performed on both magnets using metallic Tb, adopting the same set of technological parameters. A comprehensive analysis was conducted on the magnetic properties, phase compositions, microstructures, and elemental distributions of these two magnets. …”
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Model-Based Performance Evaluation of Hybrid Solid-State Batteries: Impact of Laser-Ablated Geometrical Structures by Maximilian Scheller, Axel Durdel, Alexander Frank, Andreas Jossen

“…Due to challenges in manufacturing composite cathodes with oxide solid electrolytes, new cell concepts are emerging in which the infiltration of solid-polymer electrolyte (SPE) into 3D cathode pore structures improves capacity retention and cycling stability. …”
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TBM Enclosure Rock Grade Prediction Method Based on Multi-Source Feature Fusion by Yong Huang, Xiewen Hu, Shilong Pang, Wei Fu, Shuaipeng Chang, Bin Gao, Weihua Hua

“…In the data preprocessing stage, the TBM data is cleaned and divided according to the mileage section, the statistical characteristics of key tunnelling parameters (thrust, torque, penetration, etc.) are extracted, and the rock fragmentation index (TPI, FPI, WR) is fused to construct a composite feature vector. …”
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Preparation and Properties of Polymer/Vermiculite Hybrid Superabsorbent Reinforced by Fiber for Enhanced Oil Recovery by Fayang Jin, Rui Liu, Wanfen Pu, Cailin Wen

“…Finally, characteristic parameters for SACFs calculated from flooding experiment further confirmed these polymer/clay hybrid composites reinforced by fiber would have robust application in the mature oilfield for profile control.…”
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Microstructural Analysis and Optimization of Asbestos Free Brake Pad by Vinayak Arun Sankar VIJAYASANKAR, Suresh PARAMASIVAM

“…Taguchi's analytical approach (L16 orthogonal array) was employed to assess the coefficient of friction and wear rate under different tribological parameters. Additionally, a statistical analysis of variance (ANOVA) was conducted to identify significant compositions for optimal brake lining performance. …”
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Mechanical and Tribological Properties of SPS-Sintered Y-TZP: The Effect of Sintering Temperature by Dávid Medveď, Jana Andrejovská, Viktor Puchý

“…The results provide crucial insights for tailoring SPS parameters and Y-TZP compositions for specific high-performance applications, balancing the competing requirements of hardness and fracture toughness.…”
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Improvement of cupcake technologies adapted for gluten enteropathy by Yu. V. Ushakova, E. M. Paskova, G. E. Rysmukhambetova

“…The effect of a composite mixture of rice, corn and pumpkin flour on organoleptic and physical and chemical parameters of gluten-free cupcakes has been studied. …”
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Relationship of Fingerprints with Blood Group and Sex—A Comparative Study by Anitta Joseph, Aparna Jayakala, Saritha D’Souza, Alana Chacko, Athul Vivek, Sruthi Saji

“…The association between parameters was obtained using the Chi-square test. Results: Loops were the common pattern observed, followed by whorls, composites, and arches. …”
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An analytical solution for stability analysis of unrestrained tapered thin-walled FML profile by Masoumeh Soltani, Azadeh Soltani

“…Eventually, the lateral stability resistance of FML and laminated composite web-tapered I-beam under uniformly distributed load has been compared to each other considering the effects of some significant parameters such as laminate stacking sequence, metal volume fraction, transverse load position, and web tapering ratio. …”
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Features of distillation separation of multicomponent mixtures by A. K. Frolkova, A. V. Frolkova, V. M. Raeva, V. I. Zhuchkov

“…Thermodynamic-topological analysis of phase diagrams; modeling of phase equilibria in the AspenTech software package using the equations of local compositions: Non-Random Two Liquid and Wilson; computational experiment to determine the column parameters for separation flowsheets of model and real mixtures of various nature.Results. …”
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Ion-Exchange Properties of Modified Silica with Bound Amides of Polyhexamethyleneguanidine and Maleic or o-Phthalic Acids by A. D. Dadashev, V. A. Tertykh, E. S. Yanovska, K. V. Yanova

“…Both of adsorbents were found to show high adsorption activity in the acidic and slightly acidic media. Kinetic parameters of the obtained composites are closely similar to a polymeric adsorbent. …”
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Optimizing Fundamental Frequencies in Axially Compressed Rotating Laminated Cylindrical Shells by Hsuan-Teh Hu, Yi-Wei Huang

“…Optimizing composite materials, particularly in rotating structures, offers several practical benefits in the mechanical engineering and aerospace engineering industries. …”
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Optimizing a Compact Ring Coupler with Neural Network Modeling for Enhanced Performance in Radio Frequency Applications by Sobhan Roshani, Salah I. Yahya, Bita Najafi, Ali Jadidian, Mohsen Karimi, Saeed Roshani

“…The inductors have values of L1, L1, L2, and the capacitor has a value of C. These four parameters significantly influence the coupler’s performance; thus, they were selected as inputs for the applied neural network, with the scattering parameters S11, S12, S13, S14, and frequency considered as the five output parameters. …”
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Simple indices of infarct size post ST-Elevation Myocardial Infarction (STEMI) provides similar risk stratification to cardiac MRI. by Lokesh Sharma, Amir Faour, Tuan Nguyen, Hany Dimitri, Giau Vo, James Otton, Sonya Burgess, Craig Juergens, John French

“…Associations were determined between IS, as assessed by these methods, and 24-month major adverse cardiac events (MACE), a hierarchical composite of: death, stroke and hospitalization for heart failure.…”
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Indirect Exchange Coupling in Carbon Nanotubes by A. L. Danilyuk, A. V. Kukharev, U. A. Zaitsau, S. L. Prischepa

“…Nanostructured magnetic composites based on carbon nanotubes (CNTs) and ferromagnetic nanoparticles (FNPs) are of great interest both from an applied and fundamental point of view. …”
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Application of erodibility nomograph from universal soil loss equation in the assessment of soil erosion in two agroecological zones by Enya A. Akpa, Paul B. Okon, Prince O. Abam

“…The multiple correlation analysis performed on the soils data to uncover which soil properties are significantly correlated with the soil erodibility parameters in the zones showed same statistically significant parameters with those in the nomograph. …”
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Prognostic value of right ventricular free-wall longitudinal strain in patients with pulmonary hypertension: systematic review and meta-analyses by Tetsuji Kitano, Yosuke Nabeshima, Masaaki Takeuchi, Koichi Node

“…However, significant superiority of RVfwLS versus other parameters was not observed in group 1 PH.Conclusions The prognostic value of RVfwLS in patients with PH was confirmed, and RVfwLS is better than other RV parameters and SPAP. …”
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Design and Investigation of a Passive-Type Microfluidics Micromixer Integrated with an Archimedes Screw for Enhanced Mixing Performance by Muhammad Waqas, Arvydas Palevicius, Vytautas Jurenas, Kestutis Pilkauskas, Giedrius Janusas

“…First, the geometrical parameters such as screw length (<i>l</i>), screw pitch (<i>p</i>) and gap (<i>s</i>) are optimized using the Design of Expert (DoE) approach and the Central Composite Design (CCD) method. …”
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Design and Optimization of Friction Winch for 25 MW Airborne Wind Energy Systems by Lizhao NIU, Kuo YIN, Chonghui LEI

“…Using the central composite experimental design method, a response surface model was established for the drum's stress, mass and main design structural parameters. …”
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