Long Short-Term Memory as a Rainfall Forecasting Model for Bogor City in 2025-2026 by Nur Anggraini Fadhilah, Muhammad Abshor Dzulhij Rizki, Muhammad Ryan Azahran, Siti Arbaynah, Rakesha Putra Antique Yusuf, Yenni Angraini, Muhammad Rizky Nurhambali

“…The best-performing model was achieved with 25 epochs and a batch size of 1, resulting in an average RMSE of 56.3340, MAE of 35.5223, and correlation of 0.3209. …”
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Rapid exometabolome footprinting combined with multivariate statistics: A powerful tool for bioprocess optimization by Alexander Reiter, Lars Wesseling, Wolfgang Wiechert, Marco Oldiges

“…Only a few studies have been published that provide information on bioprocess development, with media optimization and fed‐batch cultivation procedure being particularly promising areas. …”
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A Bayesian active learning platform for scalable combination drug screens by Christopher Tosh, Mauricio Tec, Jessica B. White, Jeffrey F. Quinn, Glorymar Ibanez Sanchez, Paul Calder, Andrew L. Kung, Filemon S. Dela Cruz, Wesley Tansey

“…Here we propose BATCHIE, an orthogonal approach that conducts experiments dynamically in batches. BATCHIE uses information theory and probabilistic modeling to design each batch to be maximally informative based on the results of previous experiments. …”
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Zoom Auxiliary Imaging Lens Design for a Modulation Transfer Function Test System by Yicheng Sheng, Sihan Xu, Caishi Zhang, Binghua Su, Dingxiang Cao, Zhe Chen

“…The auxiliary imaging lenses of the current MTF test system typically use fixed-focus optical systems, which are unable to meet the test scenarios of fast and batch measurement and measure lenses with an extensive focal length range. …”
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A secure and efficient public auditing system of cloud storage based on BLS signature and automatic blocker protocol by Baidaa Abdulrahman Jalil, Taha Mohammed Hasan, Ghassan Sabeeh Mahmood, Hazim Noman Abed

“…The proposed system also realizes batch auditing and data dynamic process. In addition, the proposed system enhances the level of security authentication through an Automatic Blocker Protocol (ABP) to protect the system from unauthorized TPA. …”
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Performance evaluation of photovoltaic scenario generation by Siyu Ren, Tongxin Yang, Jun Luo, Gang Wu, Gang Wu, Kai Mao, Bowen Liu

“…., cloud cover, seasonal variations) from individual or batch-generated samples. To address these limitations, this paper proposes an evaluation framework based on the wide-sense stationary process. …”
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Laor Initialization: A New Weight Initialization Method for the Backpropagation of Deep Learning by Laor Boongasame, Jirapond Muangprathub, Karanrat Thammarak

“…It performed optimally with a batch size of 32 and a learning rate between 0.001 and 0.01. …”
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Employing Streaming Machine Learning for Modeling Workload Patterns in Multi-Tiered Data Storage Systems by Edson Ramiro Lucas Filho, George Savva, Lun Yang, Kebo Fu, Jianqiang Shen, Herodotos Herodotou

“…Yet, current approaches train their models offline in a batch-based approach, even though storage systems are processing a stream of file requests with dynamic workloads. …”
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Accelerating Streaming Subgraph Matching via Vector Databases by Liuyi Chen, Yi Ding, Xushuo Tang, Fangyue Chen, Siyuan Gong, Xu Zhou, Zhengyi Yang

“…This is particularly important in real-time applications such as dynamic monitoring and network anomaly detection, where quick query responses are essential. …”
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Drive-by damage detection based on the use of CWT and sparse autoencoder applied to steel truss railway bridge by Lorenzo Bernardini, Francesco Morgan Bono, Andrea Collina

“…Globally, promising damage detection performances were obtained when considering batches of 40 trains, even in presence of measurement noise and speed estimation inaccuracies.…”
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A multi task learning framework using DeBERTa and BWO optimization for enhancing long term english vocabulary memory by Jiasheng Zhu

“…A multi-task learning model based on DeBERTa is constructed to perform part-of-speech classification and meaning matching tasks on the target words respectively, and to introduce synonyms, antonyms and words with similar spellings for interference testing during the training process to simulate real memory scenarios. BWO is used to dynamically adjust the key hyperparameters of the DeBERTa model, such as the learning rate, batch size, and loss weight, to keep it in the optimal state at different learning stages. …”
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Uncertainty-driven active learning in a deep semi-supervised framework for WCE image classification by Prabhanantha Kumar Muruganantham, Senthil Murugan Balakrishnan

“…To reduce model uncertainty, batch acquisition selects the most informative samples from an unlabelled data pool based on minimum redundancy and maximum predictive entropy. …”
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A MEMS Fiber-Optic Fabry-Perot Vibration Sensor for High-Temperature Applications by Jiang Qian, Pinggang Jia, Hua Liu, Qianyu Ren, Jia Liu, Li Qin, Jijun Xiong

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Automation of flow cytometry data analysis with elastic image registration by Allison Irvine, Mohamed Mahmoud Moustafa, Sahul Patel, Aniket Patel, Lilja Hardardottir, Francesca Delvecchio, Taylor Foreman, Jean Oak, Scott J. Bornheimer, Raffaello Cimbro

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The Protection of RC Columns by Bio-Inspired Honeycomb Column Thin-Walled Structure (BHTS) Under Impact Load by Shijie Wang, Hongxiang Xia, Yuncui Zong, Jianjun Liang, Ripeng Zhu

“…According to the prototype structure of the pier, a batch of scale models with a scaling factor of 1:10 was produced. …”
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Improvement of silage characteristics of Lactobacillus salivarius HMC4 and improvement of silage quality of king grass by Jinsong Yang, Songsong Zhao, Wenbo Zhi, Tianyu Lu, Huahua Qiao, Wei Liu, Ying Dou, Haisheng Tan, Hanlin Zhou, Hanlin Zhou

“…The fermentation quality and microbial composition of each batch of silage were evaluated. The results showed that the propionic acid concentration in group C was the lowest, but the organic acid content in feed was significantly increased. …”
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Recent Advances in Lead-Free All-Inorganic Perovskite CsCdCl₃ Crystals for Anti-Counterfeiting Applications by Nankai Wang, Zhaojie Zhu, Jianfu Li, Chaoyang Tu, Weidong Chen, Yan Wang

“…This study reviews the advanced anti-counterfeiting applications of CsCdCl₃, a lead-free all-inorganic perovskite crystal exhibiting dynamic luminescent properties responsive to temperature and UV light. …”
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Sea-detecting Radar Experiment and Target Feature Data Acquisition for Multisource Observation Dataset of Maritime Targets by Ningbo LIU, Jia LI, Guoqing WANG, Baoxin CHEN, Zheng CAO, Yunlong DONG, Jian GUAN, Xingyu JIANG, Zihao ZHANG, Wei XUE

“…Moreover, an automated data management system was implemented to support data storage, conditional retrieval, and batch export, providing a solid foundation for the automated acquisition, long-term accumulation, and efficient use of maritime target characteristic data. …”
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Research on the Lossless Data Compression System of the Argo Buoy Based on BiLSTM-MHSA-MLP by Sumin Guo, Wenqi Zhang, Yuhong Zheng, Hongyu Li, Yilin Yang, Jiayi Xu

“…Experiments conducted on multiple 4000 m single-batch profile datasets from both the PC and Jetson nano platforms demonstrate that this method achieves a lower compression ratio, shorter compression time, and greater specificity. …”
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Automatic Differentiation‐Based Full Waveform Inversion With Flexible Workflows by Feng Liu, Haipeng Li, Guangyuan Zou, Junlun Li

“…By leveraging state‐of‐the‐art AD, objective functions such as soft dynamic time warping and Wasserstein distance, which are difficult to apply in traditional FWI are also easily integrated into ADFWI. …”
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