Simulating of snow cover formation by the model of interaction between the land surface and the atmosphere (SWAP) by E. M. Gusev, O. N. Nasonova

“…The calculation method is based on the physical and mathematical description of heat and moisture exchange processes occurring within the system «ground water – soil – vegetation cover/snow cover – surface layer of the atmosphere», and it is implemented in the form of the model of interaction between the land surface and the atmosphere (SWAP). …”
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A Performance Analysis Framework for WiFi/WiMAX Heterogeneous Metropolitan Networks Based on Cross-Layer Design by Martha Hernández Ochoa, Mario Siller, John Woods, Hector Alejandro Duran-Limon

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Revealing the effect of layer-varying deposition strategy on laser-directed energy deposition bionic gradient NiTi alloy by Zhongxiong Kang, Chaorui Jiang, Mengqi Liu, Zhihui Zhang, Jie Zhao

“…In this work, a novel deposition strategy, layer-varying deposition strategy (LVDS), to fabricate bionic gradient NiTi alloys using laser-directed energy deposition is proposed. …”
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Enhancing the efficiency of methylammonium silicon iodide-based perovskite solar cells: Optimization of charge transport layers and device parameters by Jabir Hakami

“…In the optimization process included the selection and tuning of the electron transport layer (ETL) and hole transport layer (HTL), optimization of peroveskiter layer thickness, accepter and donor doping concentration as well as defect density, resistance (shunt and series), back electrode materials, and the impact of envirment temperature. …”
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A Shipborne Doppler Lidar Investigation of the Winter Marine Atmospheric Boundary Layer over Southeastern China’s Coastal Waters by Xiaoquan Song, Wenchao Lian, Fuyou Wang, Ping Jiang, Jie Wang

“…This research provides new insights into MABL dynamics over East Asian marginal seas, with implications for improving boundary layer parameterization in regional climate models and advancing our understanding of coastal meteorological processes.…”
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Comparative Evaluation of Sequential Neural Network (GRU, LSTM, Transformer) Within Siamese Networks for Enhanced Job–Candidate Matching in Applied Recruitment Systems by Mateusz Łępicki, Tomasz Latkowski, Izabella Antoniuk, Michał Bukowski, Bartosz Świderski, Grzegorz Baranik, Bogusz Nowak, Robert Zakowicz, Łukasz Dobrakowski, Bogdan Act, Jarosław Kurek

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A Scalable Digital Light Processing 3D Printing Method by Junjie Huang, Jiangkun Cai, Chenhao Huangfu, Shikai Li, Guoqiang Chen, Hao Yun, Junfeng Xiao

“…The 3D printing method based on digital light processing (DLP) technology can transform liquid resin materials into complex 3D models. …”
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Assessment of Surface Roughness of Non-Metallic Materials during Laser Processing by V. A. Alekseev, A. V. Usoltseva, V. P. Usoltsev, S. I. Yuran

“…Data on the depth of ablation for wood, bone, leather, plexiglass are presented, graphs of the correlation between the amount of surface micro unevenness and the density of materials, between the amount of surface micro-roughness and the modulus of elasticity of materials, the correlation coefficient between the amount of surface micro unevenness and the ignition temperature of organic materials. The obtained models make it possible to implement the proposed principle of laser processing of non-metallic materials, which consists in measuring the modulus of elasticity of the surface of the material and, based on the measurements obtained, control the modes of laser processing of products. …”
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Enhancing low‐light images with lightweight fused fixed‐directional filters network by Yang Li

“…The feature maps processed by each branch are merged through concatenation operations and then passed through convolutional layers to output the enhanced image. …”
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A Conceptual Framework for a Latest Information-Maintaining Method Using Retrieval-Augmented Generation and a Large Language Model in Smart Manufacturing: Theoretical Approach and... by Hangseo Choi, Jongpil Jeong

“…The proposed framework design uses a data stream processing layer, a data integration layer, and a continuous learning layer as core components; in particular, the knowledge integration layer provides a mechanism for the efficient processing of real-time data and continuous learning. …”
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Study on infrasonic leakage monitoring and signal processing for product oil pipeline by Yuanbo YIN, Yuxing LI, Wen YANG, Shu LU, Chen ZHANG, Cuiwei LIU, Kai YANG, Wuchang WANG

“…Methods Based on the basic principle of infrasonic monitoring, an experimental setup for liquid pipeline leakage monitoring was independently constructed, aimed to analyze the characteristics of signals acquired by infrasonic sensors across different leak hole sizes, pipe pressures, and distances from these sensors to the leak points. The signal processing effects of wavelet transforms at 1–9 layers on the db and sym wavelet bases were analyzed. …”
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Path Planning for Rapid DEDAM Processing Subject to Interpass Temperature Constraints by Glenn W. Hatala, Edward W. Reutzel, Qian Wang

“…This study aims to develop an optimized tool path that ensures interpass temperature compliance and reduces overall deposition time relative to the conventional sequential deposition path during the DED process. To evaluate this, a compact analytic thermal model is used to predict the thermal history during laser-based directed energy deposition (DED-LB/M) hot wire (lateral feeding) of ER100S-G, a welding wire equivalent to high yield steel. …”
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Determine potential and social and cultural carrying capacity with the purpose of the establishment in ecotourism development (Case study: Southern Karkheh protected area, Iran) by mehdi salemi

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Predicting the high-strain-rate deformation behavior and constructing processing maps of 304L stainless steel through machine learning and deep learning by M. Ghaffari Farid, H.R. Abedi, R. Ghasempour, A. Taylor, S. Khoddam, P.D. Hodgson

“…Furthermore, the random forest model was used to construct processing maps, identifying safe and unsafe processing zones.…”
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Adrenergic Modulation of Cortical Gain and Sensory Processing in the Mouse Visual Cortex by Ricardo Medina-Coss y León, Elí Lezama, Inmaculada Márquez, Mario Treviño

“…<b>Methods:</b> We performed in vivo local field potential (LFP) recordings from layers 2/3 and 4 of V1 in sedated mice to assess the impact of visual noise and systemic administration of atomoxetine, a NE reuptake inhibitor, on cortical signal processing. …”
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A prediction model for the mechanical properties of SUS316 stainless steel ultrathin strip driven by multimodal data mixing by Zhenhua Wang, Pengzhan Wang, Yunfei Liu, Yuanming Liu, Tao Wang

“…The results show that the multimodal data model fused with the ResNet and MLP after adding the CBAM using both rolling process data and four types of microstructure image data as model inputs has the most accurate prediction results. …”
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Defending Data Poisoning Attack Through Watermarked Friendly Noise Luminosity Activated Dense Layered UNet for Classification of Lung Disease by M. Shyamala Devi, S. Priya

“…To address the data poisoning attack towards security countermeasure, the LMC images are processed to form Watermarked Friendly Poison LMC (WFLMC) image by the proposed Watermarked Friendly Noise Luminosity Activated Dense U-Net (WFLDU-Net) model. …”
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A Two-Layer User Energy Management Strategy for Virtual Power Plants Based on HG-Multi-Agent Reinforcement Learning by Sen Tian, Qian Xiao, Tianxiang Li, Zibo Wang, Ji Qiao, Hong Zhu, Wenlu Ji

“…Secondly, the mathematical model for the framework is established, where a detailed household power management model is proposed in the lower layer, and the generated predicted power demands are used to replace the conventional aggregate model in the upper layer. …”
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Simulation of the processes of the electrons transfer in the semiconductor structure based on graphene by V. V. Murav'ev, V. N. Mishchenka

“…The results of modeling of electron transfer processes in a three-dimensional semiconductor structure containing a single layer of graphene using the Monte-Carlo method are presented. …”
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Collaborative optimization design method for water injection layer division and injection-production fluid allocation in high water cut reservoirs by ZHANG Xianmin, LI Shanshan, FENG Qihong, LIU Chen, LIU Xiangbin

“…To address this， under the condition of an unknown optimal number of water injection layers， a mathematical model of fine layered water injection optimization was developed. …”
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