Leveraging Extended Windows in End-to-End Deep Learning for Improved Continuous Myoelectric Locomotion Prediction by Yuzhou Lin, Yuyang Zhang, Wenjuan Zhong, Wenxuan Xiong, Zhen Xi, Yi-Feng Chen, Mingming Zhang

“…This study investigates whether end-to-end convolutional neural networks (CNNs) processing raw sEMG signals can overcome these constraints through extended window lengths (250 ms to 1500 ms). …”
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Optimization and comparative study of FeMn bimetallic catalysts for phenol degradation under controlled groundwater conditions: H2O2 vs. S2O82− activation by Sungjik Oh, Soyoung Baek, Jiyeol Bae

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MMRAD-Net: A Multi-Scale Model for Precise Building Extraction from High-Resolution Remote Sensing Imagery with DSM Integration by Yu Gao, Huiming Chai, Xiaolei Lv

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Estimating building height using scene classification and spatial geometry by Yonghua Jiang, Jingxin Chang, Yunming Wang, Shaodong Wei, Deren Li

“…Initially, raw data are processed to derive the various data types required for this approach. …”
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Improving Satellite Imagery Masking Using Multitask and Transfer Learning by Rangel Daroya, Luisa Vieira Lucchese, Travis Simmons, Punwath Prum, Tamlin Pavelsky, John Gardner, Colin J. Gleason, Subhransu Maji

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Optimization of Prepared Carrot Corn Rib Soup and Simulation of Quality Changes in Cold Chain Logistics by Jiaxin LU, Weizhao REN, Jingnan REN, Huilong DONG, Gang FAN, Jianying WEI, Zhuo WANG, Shengwei HUANG, Qufang WU, Benpeng ZHANG, Xiaoxiao QIU

“…To achieve the industrialization of carrot corn pork rib soup, this study obtained the optimal simmering process of bone soup through single factor experiments and response surface optimization, and obtained the best amount of seasoning through orthogonal experiments. …”
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Ultrasound-Assisted Deep Eutectic Solvent Extraction of Antioxidant and Anti-Colorectal Cancer Proteins from <i>Spirulina</i> Biomass: Process Intensification, Characterization, an... by May Thu Zin, Thida Kaewkod, Supakit Chaipoot, Gochakorn Kanthakat, Yan-Yu Chen, Benjamas Cheirsilp, Sirasit Srinuanpan

“…This study explores the ultrasound-assisted deep eutectic solvent (DES) extraction technique for isolating antioxidants and anticancer proteins from <i>Spirulina</i> biomass, aiming to enhance extraction efficiency and preserve protein bioactivity. The extraction process was optimized using response surface methodology (RSM), varying parameters such as biomass concentration, sonication amplitude, and extraction duration. …”
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Sustainable production of CaO rich-indigofera (Indigofera zollingeriana) as heterogeneous catalyst of biodiesel from refined bleached deodorized palm olein using associated transes... by Taslim, Silvia Nova, Renita Manurung, Iriany, Vikram Alexander, Anggara Dwita Burmana

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Mechanically Robust Mesoporous UiO‐66‐NH2/Nanofibrous Aerogel for Organophosphonates Detoxification by Mai O. Abdelmigeed, Muhammed Ziauddin Ahmad Ebrahim, Vahid Rahmanian, John J. Mahle, Gregory W. Peterson, Saad A. Khan, Gregory N. Parsons

“…Abstract There is a critical need for novel composite materials for high‐performance chemical filtration and detoxification of organophosphonates (OPs) and other harmful compounds found in nerve agents, pesticides, and industrial processes. In this work, rapid hydrolysis of OPs using high‐surface‐area zirconium‐based MOF‐aerogel composites is demonstrated. …”
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Direct bonding mechanism of titanium and PET resin via heating and pressurization: Influence of bubble dynamics on bonding strength by Katsuyoshi Kondoh, Nodoka Nishimura, Kazuki Shitara, Shota Kariya, Ke Chen, Junko Umeda

“…This trend highlights the need for advanced joining technologies capable of bonding dissimilar materials, such as metals and polymers or resins, while maintaining structural integrity and lightweight performance. …”
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Enhancing electrolysis performance: Nanoparticles and micro-arc oxidation in green hydrogen generation by Mohammad Hamdan, Randa Abulail, Osama Ayadi, Khadeejeh Afaneh, Ubiedullah Al-Qawabeha, Ahmad Sakhrieh

“…This research aims to enhance the performance of alkaline electrolysis systems and reduce their cost by exploring two key strategies: improving aluminum electrodes through surface treatment and integrating nanomaterials into the process.To address material degradation and efficiency challenges, aluminum electrodes were treated using micro-arc oxidation (MAO), which created a corrosion-resistant ceramic-like surface layer. …”
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WiPy-RT: A Fast Ray Tracing Modeling Platform for RIS-Assisted Wireless Channels by Mohammadreza Farashahi, Boon-Chong Seet, Xue Jun Li

“…Comparative analysis shows that WiPy-RT achieves up to 1000x speedup over existing solutions while maintaining high accuracy. WiPy-RT&#x2019;s fast execution and ability to handle complex 3D environments make it particularly suitable for advanced wireless communication research, including the simulation of massive MIMO systems and intelligent reflecting surfaces. …”
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An optimized approach for predicting water quality features and a performance evaluation for mapping surface water potential zones based on Discriminant Analysis (DA), Geographical... by Abhijeet Das

“…To achieve this goal, this investigation relies on Drinking (Dr)-Water Quality Index (WQI) and multivariate statistical techniques including discriminant analysis (DA), to assess the variations of surface water quality in the selected region. Again, this research used a strong methodology by incorporating Machine learning (ML) algorithms, such as: Artificial Neural Network (ANN), Gaussian Process Regression (GPR), Support Vector Machine (SVM), and Linear Regression Model (LRM), were applied to forecast and confirm the quality of the water. …”
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Machinability and Geometric Evaluation of FFF-Printed PLA-Carbon Fiber Composites in CNC Turning Operations by Sergio Martín-Béjar, Fermín Bañón-García, Carolina Bermudo Gamboa, Lorenzo Sevilla Hurtado

“…The incorporation of CNC turning as a post-processing step reduced the total fabrication time by approximately 83% compared with high-resolution FFF, while maintaining dimensional accuracy and enhancing surface quality. …”
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Electrolyte-Plasma Treatment in Controlled Pulse Modes by A. Yu. Korolyov, Yu. G. Aliakseyeu, V. S. Niss, A. E. Parshuto

“…To reduce the energy intensity and  increase the efficiency of the EPT process of metallic materials while maintaining high intensity, processing quality and  environmental safety, we proposed a fundamentally new pulse method (pulsed EPT), which combines the advantages of both electrochemical processing and EPT. …”
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A systematic survey: role of deep learning-based image anomaly detection in industrial inspection contexts by Vinita Shukla, Amit Shukla, Surya Prakash S. K., Shraddha Shukla

“…The intelligence of an industrial automation system is directly linked to its ability to detect and rectify abnormalities, thereby maintaining optimal performance. To advance intelligent manufacturing, sophisticated methods for high-quality process inspection are indispensable. …”
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Photo‐Thermal Approaches on Polyimide Film for Demonstration of Sub‐50 µm Polymer Stencil Mask by Bon‐Jae Koo, Jin‐Hyeong Lee, Hyo‐Kyung Kwon, Hwidon Lee, Joonsoo Jeong, Suk‐Kyun Ahn, Min‐Ho Seo

“…Specifically, the processing conditions are systematically explored and optimized to enable efficient etching of polyimide with a UV laser while maintaining its structural stability in a glassy state. …”
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Formulation Optimization of Liquid Rapid-Freezing Cryopreservation Solution and Its Application Effectiveness on Tilapia by Ting DUNA, Lanqing PENG, Fanwei DAI, Feiping CHEN, Zheng LUO, Qiongyao WANG, Hailin Yue, Jijun Gong, Mingqiang YE

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Polarization-Independent Broadband Infrared Selective Absorber Based on Multilayer Thin Film by Shenglan Wu, Hao Huang, Xin Wang, Chunhui Tian, Zhenyong Huang, Zhiyong Zhong, Shuang Liu

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About the Usage of the Augmented Reality Technology in Mathematics and Physics Learning by Yu. Yu. Dyulicheva

“…The lecturers play an important role in the implementation of AR-technology in the educational process. They help to maintain the student’s interest to AR-technology throughout the lesson. …”
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