Physics-Based and Data-Driven Modeling of Degradation Mechanisms for Lithium-Ion Batteries—A Review by Pedro Lozano Ruiz, Nikolaos Damianakis, Gautham Ram Chandra Mouli

“…Linear degradation models can be inaccurate in capturing the highly nonlinear behavior of LIB degradation caused by multiple simultaneous degradation mechanisms. …”
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Enhancing ride comfort of semi-active suspension through collaboration control using dung beetle optimizer optimized Fuzzy PID controller by Kunlun Zhang, Azizan As’arry, Liucun Zhu, Abdul Aziz Hairuddin, Mohd Khair Hassan, Mohd Zarhamdy Md Zain

“…The control parameters generated by fuzzy control are utilized as the initial values for DBO iteration to obtain the optimal solution, which is subsequently fed into the PID controller to regulate changes in the actuator’s magnetic field. Use MATLAB/Simulink to build a quarter semi-active suspension model with magnetorheological (MR) dampers for simulation analysis. …”
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Influence of degree of saturation on the thermal conductivity of soils: Experimental and comparative model analysis by Abderrahim Laimech, Feth-Ellah Mounir Derfouf, Khalfallah Mekaideche, Nabil Aboubekr

“…In addition, predictions models may not capture all the nuances of real-world soil conditions, leading to less accurate predictions of ?. …”
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Easterly Wave Disturbances over Northeast Brazil: An Observational Analysis by Helber Barros Gomes, Tércio Ambrizzi, Dirceu Luís Herdies, Kevin Hodges, Bruce Francisco Pontes da Silva

“…The EWDs tracks are seen over all ENEB and their lysis occurs between the ENEB and marginally inside the continent. The tracking captured 71% of EWDs in all periods, indicating that an objective analysis is a promising method for EWDs detection.…”
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Spatial statistical analysis for the design of indoor particle-filter-based localization mechanisms by Jesus Martínez-Gómez, Miguel Martínez del Horno, Manuel Castillo-Cara, Víctor Manuel Brea Luján, Luis Orozco Barbosa, Ismael García-Varea

“…We then make use of RANdom SAmple Consensus paradigm: a robust model-fitting mechanism capable of smoothing the data captured during the space survey. Using an experimental setup, we evaluate the benefits of integrating the floor plan and an ordinary Kriging interpolation algorithm in the estimation process. …”
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Morphometric Analysis of Nonsclerosed Glomeruli Size and Connective Tissue Content during the Aging Process by Vesna R. Stojanović, Ivan D. Jovanović, Sladjana Z. Ugrenović, Ljiljana P. Vasović, Vladimir S. Živković, Miodrag V. Jocić, Braca K. Kundalić, Miljana N. Pavlović

“…Images of the histological slices were analyzed and captured under 400x magnification with digital camera. …”
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Photocatalytic Degradation of 2,4-Dichlorophenol by TiO2 Intercalated Talc Nanocomposite by Manqing Ai, Wenli Qin, Tian Xia, Ying Ye, Xuegang Chen, Pingping Zhang

“…As the strong adsorption ability of talc can intensify the power of photon absorption and capture-recombination carriers, more than 99.5% of 2,4-dichlorophenol can be degraded in 1 h by the nanocomposite under an ultraviolet lamp in neutral solution and room temperature after reaching adsorption equilibrium, and the result of adsorbance is in accord with the first-order kinetic. …”
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Effect of eDNA metabarcoding temporal sampling strategies on detection of coastal biodiversity by Maelle Sevellec, Anaïs Lacoursière-Roussel, Eric Normandeau, Louis Bernatchez, Kimberly Lynn Howland

“…However, monthly sampling was the most efficient for capturing holistic biodiversity.DiscussionWe provide recommendations for optimal eDNA metabarcoding sampling design based on our observations. …”
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Exploring the Complex Heliotail Boundary by an Extended Level Set Approach by C. Onubogu, M. Opher, M. Kornbleuth, G. Tóth, V. Florinski

“…Some previous works defined the heliopause using magnetohydrodynamic variables, which only serve as an approximation to capture the heliopause in all directions. Here we use a level set method in our heliospheric model to constrain the location of the heliopause. …”
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Optical Visualization of Stretchable Serpentine Interconnects using Chiral Liquid Crystal Elastomers by Sang Hyun Han, Jun Hyuk Shin, Hak Jun Yang, Seungmin Nam, Ji Yoon Park, Su Seok Choi

“…Beyond the uniform color change of simple CLCE, by further engineering the modulus and shape geometry of the serpentine CLCE, an intuitive strain capturing visualization of dynamically changing serpentine structures is performed. …”
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Local-Global and Multi-Scale (LG-MS) Mixer Architecture for Long-Term Time Series Forecasting by Zhennan Peng, Boyong Gao, Ziqi Xia, Jie Liu

“…Specifically, we first conduct multi-scale dual decomposition of the long input sequence to derive a seasonal-trend component combination. To capture a more comprehensive effective information within the components, we then utilize a customized patch-based triple attention local-global information extractor that models both temporal feature information and variable dependencies, alongside an MLP-based feature interaction iterator facilitating interactions among multi-scale information to guide macro-level predictions. …”
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The upper Neretva River discontinuum: gradients of taxonomic and functional diversity of benthic invertebrates in a wild Balkan river by Edurne Estévez, Davina Dietrich, Simone Sahler, Fabian Vassanelli, Sara Widera, Jan Martini, Wolfgang Wanek, Gabriel Singer

“…These results highlight the uniqueness of this section of the Neretva, where natural discontinuities structure macroinvertebrate communities in ways and by mechanisms not captured by smooth ecological concepts. …”
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Dynamic Metabolic Footprinting Reveals the Key Components of Metabolic Network in Yeast Saccharomyces cerevisiae by Pramote Chumnanpuen, Michael Adsetts Edberg Hansen, Jørn Smedsgaard, Jens Nielsen

“…Metabolic footprinting offers a relatively easy approach to exploit the potentials of metabolomics for phenotypic characterization of microbial cells. To capture the highly dynamic nature of metabolites, we propose the use of dynamic metabolic footprinting instead of the traditional method which relies on analysis at a single time point. …”
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Anti-aging versus positive-aging language in scientific literature: Raising questions for future research by Akbar Azizi-Zeinalhajloo, Haidar Nadrian, Nafiseh Ghassab-Abdollahi, Elham Lotfalinejad, Hassan Rezaeipandari, Devender Bhalla

“…Raising such research questions might be useful in capturing the spirit of the field and some of its focus, and revealing how scientists talk about aging, or whether they use or are trying to combat ageist language.…”
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Epibrassinolide Regulates <i>Lhcb5</i> Expression Though the Transcription Factor of MYBR17 in Maize by Hui Li, Xuewu He, Huayang Lv, Hongyu Zhang, Fuhai Peng, Jun Song, Wenjuan Liu, Junjie Zhang

“…The peripheral light-harvesting antenna protein <i>Lhcb5</i> is crucial for capturing and dissipating light energy. Herein, by analyzing the transcriptomic data of maize seedling leaves treated with 24-epibrassinolide (EBR) and verifying them using qPCR experiments, we found that the MYBR17 transcription factor may regulate the expression of the photosynthetic light-harvesting antenna protein gene. …”
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Mountain Waves Analysis in the Vicinity of the Madrid-Barajas Airport Using the WRF Model by Javier Díaz-Fernández, Lara Quitián-Hernández, Pedro Bolgiani, Daniel Santos-Muñoz, Ángel García Gago, Sergio Fernández-González, Francisco Valero, Andrés Merino, Eduardo García‐Ortega, José Luis Sánchez, Mariano Sastre, María Luisa Martín

“…This shows the incompetence of some experiments to capture the phenomenon. The two experiments showing the best results are used to simulate thirteen episodes with observed mountain waves. …”
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Sentiment analysis of movie reviews: A flask application using CNN with RoBERTa embeddings by Biplov Paneru, Bipul Thapa, Bishwash Paneru

“…Traditional sentiment analysis methods paired with static embeddings often fall short in capturing the deep contextual relationships within text. …”
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Identifying key influencing factors of cross-regional railway infrastructure interconnection: a fuzzy integrated MCDM framework by Simai Yang, Pengcheng Xiang, Xiaping Zhao, Yiting Wang, Mingming Hu, Yan Qian

“…Meanwhile, an F-MCDM (F-Multi-criteria Decision Making) model was created to capture the interactions among the influencing factors, identifying eight key influencing factors and four possible countermeasures. …”
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Review of the Urinary Schistosomiasis Control in Morocco (1960–2018) by A. Balahbib, F. Amarir, S. Bouhout, M. Rhajaoui, E. Adlaoui, A. Sadak

“…Similarly, recent national studies conducted on children and the snail reservoir hosts have indicated that no human and molluscs are currently infected with Schistosoma haematobium. Actually, timely investigation and management of imported cases has been implemented to prevent the reintroduction of the disease. …”
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UAV-Enabled Inspection System With No-Fly Zones: DRL-Based Joint Mobile Nest Scheduling and UAV Trajectory Design by Jin Dai, Yunfei Gao, Chao Cai, Wei Xiong, Manjia Liu

“…This paper investigates a UAV-enabled inspection system in an urban environment with no-fly zones (NFZs), where the UAV flies to inspection points to capture images while constrained by limited onboard energy. …”
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