Integrated Method of Future Capacity and RUL Prediction for Lithium‐Ion Batteries Based on CEEMD‐Transformer‐LSTM Model by Wangyang Hu, Chaolong Zhang, Laijin Luo, Shanhe Jiang

“…ABSTRACT Accurately predict the remaining useful life (RUL) of lithium‐ion batteries for energy storage is of critical significance to ensure the safety and reliability of electric vehicles, which can offer efficient early warning signals in a timely manner. Considering nonlinear changes in the aging trajectory of lithium‐ion batteries, a method for predicting the RUL of lithium‐ion batteries was proposed in this study based on a complementary ensemble empirical mode decomposition (CEEMD) as well as transformer and long short‐term memory (LSTM) neural network dual‐drive machine learning model. …”
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Influence of Uncertainty of Soil Hydraulic Parameters on Stability of Unsaturated Slopes Based on Bayesian Updating by Hsin-Fu Yeh, Tsien-Ting Huang, Ya-Sin Yang, Chien-Chung Ke

“…However, on-site measurements of soil data are expensive and time-consuming, and therefore, there is high uncertainty in the SWRC parameters due to the limited amount of data available. …”
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Exploiting question-answer framework with multi-GRU to detect adverse drug reaction on social media by Jiao-huang Luo, Ai-hua Yang

“…Therefore, the post-marketing detection of ADRs in a timely and accurate manner becomes imperative. Adding to the complexity, a multitude of tweets harbor concealed information about adverse drug reactions, creating difficulties due to their concise, sporadic, and noisy content. …”
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Allometric Growth of the Freshwater Crab Potamon algeriense (Bott, 1967) (Decapoda, Brachyura, Potamidae) in Oued Zegzel, a Mountain Stream, in the Northeast of Morocco by Soufiane Fadlaoui, Mohammed Mahjoub, Ouahid El Asri, Mohammed Melhaoui

“…A morphometric study has been carried out for the first time on the population of the freshwater crab Potamon algeriense inhabiting Oued Zegzel, a tributary of the Lower Moulouya River, in the northeast of Morocco. …”
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Pixel Color Clustering of Multi-Temporally Acquired Digital Photographs of a Rice Canopy by Luminosity-Normalization and Pseudo-Red-Green-Blue Color Imaging by Ryoichi Doi, Chusnul Arif, Budi Indra Setiawan, Masaru Mizoguchi

“…The comparison of rice canopy colors at different time points was enabled by the pseudocolor imaging method.…”
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Elucidating the potential of EGFR mutated NSCLC and identifying its multitargeted inhibitors by Anakha D. Rajeeve, Ramasamy Yamuna, P. K. Krishnan Namboori

“…Thus, our dodecagonal strategy reveals that 2ITX-CUR and 2ITV-CB[2]UN are more likely to form protein-ligand complexes with more significant binding affinities and excellent stability throughout the 50 ns simulation time.…”
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Social Risk Early Warning of Environmental Damage of Large-Scale Construction Projects in China Based on Network Governance and LSTM Model by Junmin Fang, Dechun Huang, Jingrong Xu

“…Compared with other classical models, the long short-term memory model has the advantages of strong processing capability and high early warning accuracy for time-sensitive data and will have broad application prospects in the field of risk control research. …”
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Speech Enhancement Using Joint DNN-NMF Model Learned with Multi-Objective Frequency Differential Spectrum Loss Function by Matin Pashaian, Sanaz Seyedin

“…Thus, we propose using a frequency-differentiated loss function that considers the magnitude spectrum differentiations between the neighboring frequency bins in each time frame. This approach maintains the spectrum variations of the objective signal in the frequency domain, which can effectively reduce the noise deterioration effects. …”
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Optimization Of Shell And Tube Cycle Recuperator Design In Organic Rankine Geothermal Power Plant by Muhammad Rifqi Dwi Septian

“…The results of the economic feasibility calculations in this study are the NPV > 0 and the long time to return on investment using the payback period (PP) method for 4.83 years.  …”
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Production scheduling with multi-robot task allocation in a real industry 4.0 setting by Zohreh Shakeri, Khaled Benfriha, Mohsen Varmazyar, Esma Talhi, Anthony Quenehen

“…However, research often oversimplifies the Robotic Flexible Job Shop problem by focusing only on transportation time, ignoring resource allocation and robot diversity. …”
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Fabrication Technique of Dental Restoration Using Hybrid Ceramic With Cad Cam Method by Meita Andriyani, Sonya Harwasih, Eny Inayati

“…CAD CAM provides the advantage that the effectiveness of the time, does not require a lot of human resources, and produce a restoration with good quality. …”
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Screening and selection of drought-tolerant rainfed lowland rice seedlings based on early seedling vigor under Polyethylene Glycol-Induced Stress by Minerva L. Gaurana-Nuñez

“…A field-based drought tolerance screening is time- consuming and labor-intensive. Polyethylene Glycol (PEG) offers a simple laboratory-based method to simulate drought stress efficiently. …”
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Biomarkers of Rehabilitation Therapy Vary according to Stroke Severity by Erin Burke Quinlan, Lucy Dodakian, Jill See, Alison McKenzie, Jill Campbell Stewart, Steven C. Cramer

“…When all patients were examined together, no imaging measure changed over time in a manner that correlated with treatment-induced motor gains. …”
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The Last Word by Pieter Fourie

“…Many of us have been and are going through the demanding, time-consuming and bureaucratic exercises of SAQAtising our syllabi. …”
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Halo-RPD: searching for RNA-binding protein targets in plants by A. O. Shamustakimova

“…Having to be dependent on the expression level of the target protein and having to spend time selecting highly specific antibodies make immunoprecipitation complicated. …”
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Extracellular Cold-Inducible RNA-Binding Protein and Hemorrhagic Shock: Mechanisms and Therapeutics by Naureen Rashid, Zhijian Hu, Asha Jacob, Ping Wang

“…Inflammation from the innate immune system begins at the time of initial insult; however, its activation is exaggerated, resulting in early and late-stage complications. …”
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The Role of Capital Structure as a Mediator of Profitability, Company Size, and Business Risk on Company Value (Study on Exporters Listed on the Indonesia Stock Exchange 2019-2023) by Titi Indah Susilowati, Wisnu Mawardi

“…This study uses a quantitative approach and secondary data in the form of financial reports or summaries of annual reports from Exporter companies listed on the IDX in the 2019-2023 time span. The population that is the focus of this research is exporter companies listed on the IDX, with a total of 50 companies with a purposive sampling method, Data analysis was carried out using SEM-PLS version 3.2.9. …”
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The Preparation of C-S-H Powder Seeds and Their Effect on the Early Hydration Performance of Cement Paste by Chunlong Huang, Yiren Wang, Zhongyuan Wei, Yong Yu

“…However, the suspension will inevitably precipitate after a period of time, which is not conducive to its preservation, and its low solid content increases transportation costs in practical applications. …”
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Macro-Micro Study on Mechanical Properties of Frozen Fine Sandstone Based on DEM Mathematical Model by Maoyan Ma, Min You, Shuguang Peng, Biao Zhang, Yuan Lin

“…Therefore, DEM can be used to simulate the mechanical behavior of frozen fine sandstone. At the same time, the DEM results also indicate that the formation and development of the shear band are the precursor of the failure of the sample. …”
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Approaches for estimating the unsaturated hydraulic conductivity of compacted quartz sand via particle packing theory by Qiang Liu, Liang Guo, Jiali Miao, Xiangchao Qu, Shujie Xiao

“…However, the precise measurement of K in the laboratory often requires considerable time and economic costs. Currently, the most commonly used method to calculate K is to obtain it from the soil–water characteristic curve (SWCC) and saturated hydraulic conductivity. …”
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