Ｒesearch on Soft PLC System of Open CNC by WANG Zhi-xue, LI Mao-yue, LIU Xian-li, ZHOU Xiao-yang, LI Yu-qiang

“…Furthermore，it can achieve the function to control logic instruction function of open architecture CNC system.…”
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Label Noise Robust Crowd Counting with Loss Filtering Factor by Zhengmeng Xu, Hai Lin, Yufeng Chen, Yanli Li

“…The universal applicability of this approach, coupled with its ease of integration into any neural network model architecture, marks a significant advancement in the field of computer vision, particularly in addressing the pivotal issue of accuracy in crowd counting under challenging conditions.…”
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Recent advances in 3D and 4D printing in pharmaceutical technology: applications, challenges, and future perspectives by Alaa H. Salama

“…This advanced technology presents the ability of fabricating customizable design, 3D structures with sophisticated architecture, intended for personalized treatment. As a further advancement, the emergence of four-dimensional (4D) printing extensively contributed to the advancement of personalized medication by combining the benefits of smart multiple functional materials with the 3D printing technology. …”
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System-Level Design, Modeling, and Verification of GALS Cyber-Physical Systems by Weiyi Zhang, Zoran Salcic, Avinash Malik

“…Concurrency and heterogeneity, which are fundamental characteristics of CPS, pose significant challenges related to complexities in design, system architecture, timing behavior, semantics, and cyber-physical interdependencies. …”
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Modeling of information support to optimize logistics tasks in transport sector using a programmable container transformer simulator by A. A. Korotkii, D. A. Yakovleva, A. A. Maslennikov, I. V. Golovko

“…The basics of developing a simulator designed to simulate all possible states of a container transformer are specified.Results. A common system architecture and a simulator are created for the software debugging and testing under the organization of a single space to monitor and optimize cargo transportation using “smart” container transformers while providing transport services to the population and legal entities in an urban environment.Discussion and Conclusions. …”
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Removal of Phenol by Ozonation in Strongly Alkaline Conditions using a Jet Loop Reactor Operated in Continuous Phase by Melahat Semin Barlak, Ibrahim Cengiz, Nejdet Degermenci, Ergun Yildiz

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Reconstruction of the nasal columella using bilateral nasolabial flaps: case report by Marcelo Rosseto, Luana Graziela Batista, Franco da Silva Martinez, João Paulo Sousa da Silva Condurú, Carolina Maria Startari Sacco, Daniel Nunes

“…Introduction: The columella is an important subunit of the nose, essential for nasal architecture and facial aesthetics. The total reconstruction of the nasal columella becomes a great challenge after repairing trauma, carcinomas, and necrosis in this region. …”
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Molecular logic gates based on programmable self-assembly of DNA origami triangles for the detection of nucleic acid molecules by Si Sun, Jin-Da Wen, Qian-Ru Xiao, Xiao-Li Qiang, Xiao-Long Shi

“…Abstract The development of programmable DNA origami architectures with combinatorial complexity remains a critical challenge in molecular nanotechnology. …”
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Interfacial Coordination Induced Crystalline Metallacyclic Membrane for High‐Performance Enantioseparation by Run‐Hao Li, Yumei Wang, Yi Liu, Yue Sun

“…These chiral membranes, with their orientated architecture, exhibit ultra‐high enantioselectivity (up to 100%) and permeation efficiency for racemic 1‐phenylethanol, 1‐phenylethylamine, and 2‐phenylglycinol. …”
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Leveraging Image Analysis and Deep Convolutional Neural Networks for Cutting-Edge Malware Detection and Mitigation by Mohammad Mahmood Otoom, Ahmad Mahmoud Etoom

“…The study trains a model using DCNNs and refines it using the VGG19 architecture and extra convolutional layers to achieve higher detection rates utilizing the CICAndMal2017 dataset. …”
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Confocal laser scanning microscopy for the diagnosis of dysplastic nevus of the skin by A. V. Sokolova, N. P. Malishevskaya

“…For differential diagnosis of skin melanoma, the presence of the main criteria of malignancy is sufficient: cellular atypia at the site of the dermo-epidermal junction and the disturbance of the papillary architecture of the basal layer. At detection of at least one of these criteria, a diagnosis of skin melanoma was made, which in all cases was confirmed by the results of histological examination. …”
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Low-Cost Strain-Gauge Force-Sensing Sidestick for 6-DoF Flight Simulation: Design and Human-in-the-Loop Evaluation by Patrik Rožić, Milan Vrdoljak, Karolina Krajček Nikolić, Jurica Ivošević

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Lubrication state identification of vibration time-frequency characteristics based on CWT and CNN by Haijie Yu, Haijun Wei

“…CWT was applied to convert raw signals into time-frequency diagrams, which were preprocessed and input into a CNN model. The CNN architecture, comprising three convolutional layers, max pooling, and fully connected layers, was trained using the Adam optimizer with early stopping to prevent overfitting. …”
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Multi-exit Kolmogorov–Arnold networks: enhancing accuracy and parsimony by James Bagrow, Josh Bongard

“…Here we introduce multi-exit KANs, where each layer includes its own prediction branch, enabling the network to make accurate predictions at multiple depths simultaneously. This architecture provides deep supervision that improves training while discovering the right level of model complexity for each task. …”
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Simulation and Prediction of Springback in Sheet Metal Bending Process Based on Embedded Control System by Jinhan Xu, Jun Yan, Yan Huang, Dawei Ding

“…To address this need and to enhance the efficacy of the bending process, this study presents the design and development of an embedded soft PLC (Programmable Logic Controller) rooted in the Codesys development platform and leveraging the ARM Cortex-A55 architecture. This controller employs the EtherCAT communication protocol to facilitate seamless and efficient interactions with fully electric servo-driven CNC (Computerized Numerical Control) bending machinery. …”
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"Unreal estate": space and disappearance in Gordon Matta-Clark’s by Monica Manolescu

“…Le concept de disparition occupe une place centrale chez Matta-Clark, car le type de pratique artistique qu’il affectionnait (la sculpture dans l’architecture, ayant comme résultat la dissection des structures architecturales) l’a constamment amené à travailler sur des constructions en ruines, qui ont toutes été démolies, sans exception. …”
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Benchmark dataset and deep learning method for global tropical cyclone forecasting by Cheng Huang, Pan Mu, Jinglin Zhang, Sixian Chan, Shiqi Zhang, Hanting Yan, Shengyong Chen, Cong Bai

“…This advancement stems from synergistic optimization of our meteorologically-informed architecture and the dataset’s comprehensive spatiotemporal coverage. …”
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Development of a generative adversarial neural network for identification of potential HIV-1 inhibitors by deep learning methods by G. I. Nikolaev, N. A. Shuldov, A. I. Anishenko, A. V. Tuzikov, A. M. Andrianov

“…The research were carried out to create the  architecture of the neural network, to form  virtual compound library of potential anti-HIV-1 agents for training the neural network, to make  molecular docking of all compounds from this library with gp120, to  calculate the values of binding free energy, to generate molecular fingerprints for chemical compounds from the training dataset. …”
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Points2Model: a neural-guided 3D building wireframe reconstruction from airborne LiDAR point clouds by Perpetual Hope Akwensi, Akshay Bharadwaj, Ruisheng Wang

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Exploring the Potential of Dynamic Perspective Taking on Business Processes by Florian Krenn, Christian Stary

“…The presented meta-model and architecture of such a dual mode support tool enables coupling business process management directly with organizational development.…”
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