Two-stage Mamba-based diffusion model for image restoration by Lei Liu, Luan Ma, Shuai Wang, Jun Wang, Silas N. Melo

“…DSSM combines Mamba’s high efficiency with the representative power of diffusion models, enhancing both inference and training. …”
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Investigating the influential factors on microbially induced calcium carbonate precipitation: effects of cell density, temperature, and calcium concentration by N. Erdmann, K. Aldabbousi, D. Strieth

“…Reaction kinetics demonstrated a linear correlation between cell density and ureolysis (k urea) and calcium carbonate precipitation (k calcium,) with high densities driving rapid reaction rates. …”
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A machine learning approach for wind turbine power forecasting for maintenance planning by Hariom Dhungana

“…Abstract Integrating power forecasting with wind turbine maintenance planning enables an innovative, data-driven approach that maximizes energy output by predicting periods low wind production and aligning them with maintenance schedules, improving operational efficiency. Recently, many countries have met renewable energy targets, primarily using wind and solar, to promote sustainable growth and reduce emissions. …”
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ASSESSING THE IMPACT OF SOCIAL WELFARE ON INCOME INEQUALITY AND SUSTAINABLE ECONOMIC DEVELOPMENT IN THE EUROPEAN UNION by MECA ALINA, ZLATI MONICA LAURA, VALENTIN-MARIAN ANTOHI, COSTINELA FORTEA

“…The methodology used is based on a generalized linear regression model estimated using Eurostat data to determine the influence of each variable on income distribution. …”
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Balancing resource utilization and slice dissatisfaction through dynamic soft slicing for 6G wireless networks by Zeinab Sasan, Siavash Khorsandi

“…Network slicing has emerged as a critical solution, enabling resource isolation to improve service efficiency. While traditional hard slicing ensures strict resource partitioning, it often results in significant underutilization. …”
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Prediction and optimization of hardness in AlSi10Mg alloy produced by laser powder bed fusion using statistical and machine learning approaches by İnayet Burcu Toprak

“…The findings contribute significantly to the literature and serve as a valuable reference for future research aimed at improving LPBF process efficiency and performance.…”
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Modeling formamide denaturation of probe-target hybrids for improved microarray probe design in microbial diagnostics. by L Safak Yilmaz, Alexander Loy, Erik S Wright, Michael Wagner, Daniel R Noguera

“…This study investigated the adjustment of hybridization stringency using formamide with the idea that sensitivity and specificity can be optimized during probe design if the hybridization efficiency of oligonucleotides with target and non-target molecules can be predicted as a function of formamide concentration. …”
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Long distance calls: Negligible information loss of little auk social vocalisations due to high frequency propagation losses. by Anna N Osiecka, Przemysław Bryndza, Elodie F Briefer, Katarzyna Wojczulanis-Jakubas

“…How well does the information contained in vocal signals travel through the environment? To assess the efficiency of information transfer in little auk (Alle alle, an Arctic seabird) calls over distance, we selected two of the social call types with the highest potential for individuality coding. …”
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Adaptive Output-Feedback Control for Switched Nonlinear Systems with Unknown Control Directions by Elham Ovaysi, Marzieh Kamali

“…Then, the unmeasured states are estimated using the linear state observer, and the controller is designed through an adaptive back-stepping design procedure. …”
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A MapReduce-Based Decision-Making Approach for Multiple Criteria Sorting by Xiaoxin Mao, Zhanhe Du, Lanlan Zheng

“…The proposed approach utilizes an additive piecewise-linear value function as the underlying preference model, with model parameters inferred from assignment examples on a subset of reference alternatives through the application of preference disaggregation principles. …”
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On the relationship of Poisson’s ratio with geophysical characteristics of rocks by D. V. Shustov, Yu. A. Kashnikov, A. E. Kukhtinskii, A. A. Efimov

“…The obtained results can be used for more precise modeling and forecasting of oil field development processes, contributing to increased efficiency in hydrocarbon extraction and optimization of production processes in the oil industry.…”
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Dynamical Analysis and Optimization of Combined Vibration Isolator with Time Delay by Yaowei Wang, Xiangyu Li

“…Vibration control has long been a key concern in engineering, with low-frequency vibration isolation remaining particularly challenging. Traditional linear isolators are limited in their ability to provide high load-bearing capacity and effective low-frequency isolation simultaneously. …”
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Implementation of adaptive control strategies for PV system integrated unified conditioner for optimal power quality regulation by Santanu Kumar Dash, Pravat Kumar Ray, Pragnyashree Ray

“…For the mitigation of current quality issues in presence of non linear loads, Adaptive Hyperbolic tangent function based controller has been employed. …”
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Enhancing adaptive beamforming by enhanced MUSIC algorithm for urban environments in O-RAN architecture by Mustafa Mayyahi, Jordi Mongay Batalla, Constandinos X. Mavromoustakis

“…This enhancement reduces the latency associated with beamforming adjustments, improves AoA accuracy, and optimizes beam direction preemptively, thereby improving network efficiency and user connectivity. Integrating precoding functions directly within the open radio unit (O-RU) and strategically using predictive AoA modeling streamlines network operations, reduces operational costs, and improves the overall user experience. …”
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Isothermal Desorption Hysteretic Model for Deep Coalbed Methane Development by Songlei Tang, Hongbo Zhai, Hong Tang, Feng Yang

“…Considering the reduction of recovery efficiency caused by desorption hysteresis in deep coalbed methane drainage, the effects of high reservoir pressure, high gas content, and low permeability on the hysteresis index were analyzed. …”
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Optimized framework for magnetohydrodynamic Darcy–Forchheimer flow of Reiner–Philippoff fluid incorporating homogeneous–heterogeneous reactions with radiative heat transfer and Cat... by M.S. Alqurashi

“…The study evaluates the effects of important transport mechanisms on heat transfer efficiency by methodically analyzing them, such as heat source/sink and non-linear heat radiative. …”
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Achieving more sustainable agricultural production: investigating the impact of agricultural machinery services on fertilizer reduction based on survey data from wheat farmers by Chenyang Liu, Wei Guo, Ling Xin

“…Agricultural machinery services (AMS) are considered a promising means to improve production efficiency and reduce the overuse of inputs. This study investigates the impact of AMS on fertilizer application intensity (FAI) among wheat farmers, aiming to understand whether and how AMS contribute to more sustainable fertilizer use.MethodsWe use survey data collected from 926 wheat farmers across five provinces in the North China Plain. …”
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Light-GBM based minority oversampling model using biomedical data analysis for breast cancer classification by Mukesh Soni, Mohammed Wasim Bhatt, Paul Ofori-Amanfo

“…With improvements in accuracy, speed, and efficiency, LightGBM-based hybrid models frequently outperform baseline or standard classifiers. …”
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Hybrid Trust-Based Models and Protocols for Enhanced Security and Performance in Dynamic Wireless Sensor Networks and Wireless Ad Hoc Networks by Seshagiri Rao Ganta, Naga Malleswara Rao Nallamothu

“…The experimental outcomes of these studies highlight substantial advancements compared to traditional techniques, demonstrating improvements in numerous aspects such as runtime efficiency, hash variations, privacy protection, route overhead, packet delivery rates, delays, throughput, and overall security. …”
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The Functional Impact of Amblyopia on Visual Skills In Children by Chinmay Deshpande, Dipti Amod Gogate, Aditi Deshpande

“…Purpose:- To assess the efficiency of visual functions and visual skills in strabismic & anisometropic amblyopes and to assess visual acuity and contrast sensitivity in anisometropic amblyopes with spectacles & contact lenses. …”
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