Predictive modelling of creep age forming parameters using artificial neural networks by Yo-Lun Yang, Cheng-Ling Tai, Wan-Ling Chen, Sundarakannan Rajendran, Vigneshwaran Shanmugam

“…The ANN model was trained using experimental data from 80 samples, incorporating stress (75–175 MPa), ageing time (0–8 h), and creep strain as input parameters to predict precipitate radius and yield strength. The developed ANN demonstrated exceptional accuracy, achieving R2 values of 0.99 for both outputs with remarkably low error metrics: RMSE of 0.237 nm for precipitate radius and 1.405 MPa for yield strength, and MAPE values below 1% for all predictions. …”
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Study on spatial characteristics of coal seam water injection diffusion and fracture network flow patterns based on B-GFP fluorescent bacteria tracing by Dong XIAO, Suping PENG, Xuechen LI, Hailun HE

“…The study found that the actual impact radius of coal seam water injection exceeds 4 m, suggesting borehole spacing could be extended to 8 m. …”
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Refinement of Multiparameters Overrelaxation (RMPOR) Method by Gashaye Dessalew, Tesfaye Kebede, Gurju Awgichew, Assaye Walelign

“…The proposed method minimizes the number of iterations as compared with the multiparameter overrelaxation method. Its spectral radius is also minimum. To show the efficiency of the proposed method, we prove some theorems and take some numerical examples.…”
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Generalized Preconditioned MHSS Method for a Class of Complex Symmetric Linear Systems by Cui-Xia Li, Yan-Jun Liang, Shi-Liang Wu

“…Numerical experiments are reported to confirm the efficiency of the proposed methods.…”
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Bearing capacity prediction of open caissons in anisotropic clays utilizing a deep neural network coupled with a population based training approach by Wittaya Jitchaijaroen, Rungroad Suppakul, Mohammad Khajehzadeh, Suraparb Keawsawasvong, Pitthaya Jamsawang, Peem Nuaklong, Fahimeh Ghasemian

“…The influence of the adhesion factor at the interface of the cutting edge (α), the ratio between the depth of the internal embedment and the embedded width (H/B), the ratio between the radius and the embedded width (R/B), the anisotropic shear strength (re), and the cutting face angle (β) is investigated. …”
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Tracing Coherent Gas Structures in the Central Region of the Starburst Galaxy NGC 253. II. Gas Excitation and Star Formation by Ryotaro Konishi, R. Enokiya, Y. Fukui, K. Tachihara, K. Muraoka, T. Onishi

“…In paper I, we used the latest multitransition, multi-isotope CO-line data sets obtained with the Atacama Large Millimeter/submillimeter Array to classify the molecular gas within the central 850 pc in radius into 28 coherent structures, and we proposed a three-dimensional geometric structure for the gas in the central region of this galaxy. …”
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How do different navigation systems affect emergency response time? A prospective simulation study by Daniela Ohlendorf, Fabian Holzgreve, Anke van Mark, Tim Hallstein, David A. Groneberg

“…These findings underscore MapTrip112’s superiority in providing efficient routing solutions across various scenarios. …”
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A new method for diagnosing effective radiative forcing from aerosol–cloud interactions in climate models by B. M. Duran, C. J. Wall, C. J. Wall, N. J. Lutsko, T. Michibata, P.-L. Ma, Y. Qin, M. L. Duffy, M. L. Duffy, B. Medeiros, M. Debolskiy

“…Here, we develop a new, computationally efficient method for estimating the shortwave (SW) ERFaci from liquid clouds using histograms of monthly averaged cloud fraction partitioned by cloud droplet effective radius (<span class="inline-formula"><i>r</i>_e</span>) and liquid water path (LWP). …”
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Design and experiment study on entricfugal-electrostatic air filter for single-cylinder diesel engine by CHEN Kai-kao, ZHENG Wen-zhong, HE Yong

“…Results of test show that the filtration efficiency of air filter reaches to standard, power of diesel engine increases, and specific fuel consumption decreases by using the new air filter.…”
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Parameter Study of 500 nm Thick Slot-Type Photonic Crystal Cavities for Cavity Optomechanical Sensing by Zhe Li, Jun Liu, Yi Zhang, Chenguwei Xian, Yifan Wang, Kai Chen, Gen Qiu, Guangwei Deng, Yongjun Huang, Boyu Fan

“…Systematic parameter optimization via finite element simulations defines structural parameters for the 1550 nm band, followed by 6 × 6 × 6 combinatorial experiments on lattice constant, air hole radius, and line-defect waveguide width. Experimental results demonstrate a loaded Q-factor of 57,000 at 510 nm lattice constant, 175 nm air hole radius, and 883 nm line-defect waveguide width (measured sidewall angle: 88.4°). …”
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Design and construction Optically Gas Laser by Baghdad Science Journal

“…Total efficiency of the system was measured to be 0.0125% .…”
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Analysis of propagation and coverage performance of indoor single-carrier radio signals in the terahertz bands by Mugen PENG, Chuang YANG, Tianhang ZHOU

“…To tackle the problem that radio signal in the terahertz band had different features compared to that in the conventional spectrum, which restricted its application to indoor communication scenarios, a modified propagation model of terahertz radio signal was proposed.Based on the model, the propagation and coverage performances of wide-band single-carrier terahertz radio signal were analyzed.In particular, the wide-band terahertz channel transfer function was constructed, taking the absorption loss introduced by the thickness of the obstacles into account.Using the ray tracing technique, the impacts of the obstacles’ thickness and the bandwidth on the propagation and coverage performances were examined, showing that the coverage performance can be improved by leveraging the reflections from the non-line-of-sight obstacles.Moreover, the trade-off between the coverage radius and the capacity of terahertz communications is revealed, and it is further found that the theoretical spectral efficiency decreases as the carrier frequency of terahertz radio signal increases.…”
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Computational Investigation of Long Free-Span Submarine Pipelines with Buoyancy Modules Using an Automated Python–Abaqus Framework by Ty Phuor, Pavel A. Trapper, Alon Urlainis, Avshalom Ganz

“…This paper introduces an efficient and automated computational framework integrating Python scripting with Abaqus finite element analysis (FEA) to investigate the structural behavior of long free-spanning submarine pipelines equipped with buoyancy modules. …”
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Electromechanical coupling in polaronic ceria by Victor Buratto Tinti, Milica Vasiljevic, Mathias Grønborg, Huaiyu Chen, Valdemar Frederiksen, Innokenty Kantor, Jesper Wallentin, Henrik Bruus, Vincenzo Esposito

“…Also, the large ionic radius difference between Ce ^3+ and Ce ^4+ induces a large electro-strain upon polaron hopping, coupling electric stimuli to the observed electrostriction. …”
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Deployment of power-to-protein technology in Ethiopia to provide drought-related emergency relief and mitigate food insecurity by M. Buchner, H. H. Nguyen, L. T. Angenent, L. T. Angenent, L. T. Angenent, L. T. Angenent, C. Zarfl, J. G. Usack, J. G. Usack, J. G. Usack, J. G. Usack

“…Lastly, a theoretical comparison showed that PtP is more efficient than conventional agricultural food production regarding biomass-to-protein conversion yields. …”
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A novel mRNA-based multi-epitope vaccine for rabies virus computationally designed via reverse vaccinology and immunoinformatics by Wafa Tombari, Oussema Khamessi, Houcemeddine Othman, Ouafa Kallala, Rihab Mahjoub, Kais Ghedira, Abdelhalim Trabelsi

“…The selected epitopes exhibited strong binding affinity to high-frequency HLA alleles, as evidenced by highly negative ΔG values and low dissociation constants, predicting efficient T-cell recognition and broad population coverage (96.01% globally). …”
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Binary pore structure and fractal characteristics of tight sandstone： A case study of Chang 7 Member of Triassic Yanchang Formation in Ordos Basin by WU Xiaobin, DU Zhiwen, QIANG Xiaolong, LEI Tian, JIANG Tingting, WANG Wei, ZHU Yushuang

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Analysis and Modeling of Thermal Effect and Optical Characteristic of LED Systems With Parallel Plate-Fin Heatsink by Huanting Chen, Shuo Lin, Chuanbing Xiong

“…With the PET theory and the heatsink characteristics (heat transfer coefficient, equivalent radius for heat source, fins efficiency), it is possible to accurately quantify junction temperature, heat dissipation coefficient, optical power, and luminous flux of the LED systems. …”
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Kinematic Performance Analysis and Dimensional Optimization for 2PUS-PU Parallel Mechanism by Linxian Che, Jian Yi, Bing He, Xuedong Lin

“…A constrained optimization model is constructed to formulate the design problem of dimensional parameters on the maximizing radius of RTOW，and particle swarm optimization and differential evolution algorithm are adopted to solve this problem. …”
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Beamforming and Interference Cancellation in D2D Random Network by Langtao Hu, Chaowei Yuan

“…In order to maximize the total area spectral efficiency (ASE), the BS transmission degrees of freedom are allocated according to proper interference cancellation radius around the BS. …”
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