Causal Analysis and Prevention Strategies for Safety Risks in Prefabricated Building Construction Based on Accident Data and Complex Network Theory by Wei Liu, Xiao Luo, Baojun Liang, Junhao Xie

“…By constructing a network model of safety accident causes in PBC, the topology of the network was evaluated, the relationship between accidents and safety risks was revealed, and key safety risk factors were identified. …”
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Control Strategy of Dual Power Supply Excitation System for HTS Synchronous Condenser by Jinfeng Wang, Hao Yin, Tiantian Cao, Zhu Liu, Dayi Li

“…The principle and control strategy of its topology are introduced, and simulation analysis is carried out. …”
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Novel drug targets for monkeypox: From viral to host proteins by Zhaozhong Zhu, Qin Sun, Yunhai Xu, Youya Niu, Fei Yang, Shuidong Feng

“…Constructing the MIP-human protein interaction network and identifying key human proteins as potential drug targets through network topology analysis. Results: We constructed a comprehensive protein–protein interaction (PPI) network between MPXV and humans, using data from the P-HIPSTer database. …”
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Optimal OCR coordination in a high penetration distribution power system using a refined immune algorithm with an auto-tuning reproductive mechanism by Tung-Sheng Zhan, Yih-Der Lee, Jheng-Lun Jiang

“…These routes were further categorized into main feeder and branch paths based on the system topology. The strategy to optimize the operation time of overcurrent relays involved adjusting the time multiplier setting (TMS) and pickup current setting (PCS) for each relay, focusing on improving relay coordination. …”
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Alloy design for additive manufacturing: Continuously reinforced Al-Ce nanocomposites by Alfred Amon, Glenn E. Bean, J.-B. Forien, Thomas Voisin, Joshua A. Hammons, Emily E. Moore, Emrah Simsek, Jibril Shittu, Katherine S. Shanks, Kelly E. Nygren, Aurélien Perron, Ryan Ott, Scott K. McCall, Hunter B. Henderson

“…The unique temperature stability of Al-Ce alloys as well as the microstructure topology and scale grant the alloy high strength in as-printed state with excellent thermal stability. …”
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Toward More Accurate GIC Estimations in the Portuguese Power Network by Joana Alves Ribeiro, Fernando J. G. Pinheiro, Maria Alexandra Pais, Rute Santos, João Cardoso, Pedro Baltazar‐Soares, Fernando A. Monteiro Santos

“…Abstract New geomagnetically induced current (GIC) computations for mainland Portugal include the entire power network, with network parameters and topology provided by the transmission grid operator for all the high voltage lines (150, 220, and 400 kV). …”
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Analysis of the implementation efficiency of digital signal processing systems on the technological platform SoC ZYNQ 7000 by Olexander Shkil, Oleh Filippenko, Dariia Rakhlis, Inna Filippenko, Valentyn Korniienko

“…The scientific novelty of the obtained results is summarized as follows: the competitor analysis was performed for the set of implementations of the given algorithms deployed on the ZYNQ platform using both SIMD instructions and several HLS-based topologies for the FPGA-offload execution strategy. …”
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The interplay of sex and genotype in disease associations: a comprehensive network analysis in the UK Biobank by Vivek Sriram, Jakob Woerner, Yong-Yeol Ahn, Dokyoon Kim

“…This revealed that male and female diseasomes have similar topology and central diseases (e.g., hypertensive, chronic respiratory, and thyroid-based disorders), yet some phenotypes exhibit sex-specific influence in cross-phenotype associations. …”
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Smart estimation of protective antioxidant enzymes’ activity in savory (Satureja rechingeri L.) under drought stress and soil amendments by Amin Taheri-Garavand, Mojgan Beiranvandi, Abdolreza Ahmadi, Nikolaos Nikoloudakis

“…An ANN model with a 3-10-6 topology was found to be the best model to predict polyphenols (PHE), proline (PRO), peroxidase (POX), catalase (CAT), ascorbate peroxidase (APX) levels, and indicator of oxidative stress malondialdehyde (MDA). …”
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Graph Convolution for Large-Scale Graph Node Classification Task Based on Spatial and Frequency Domain Fusion by Junwen Lu, Lingrui Zheng, Xianmei Hua, Yankun Wang

“…Finally, LEGNN introduces an adaptive graph structure adjustment mechanism, allowing the model to dynamically adjust the graph topology based on input data, enabling it to flexibly handle evolving data scenarios. …”
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A Study of the Roots of Folding Urbanism Based on the Genealogy of Michel Foucault by arsalan Karimi khiavi, Siamak Panahi, Shahab Kariminia

“…In the field of urban planning of these relations, the ontology of urban topology layers according to Riemannian equations and Deleuze philosophy in the works of architects such as Peter Eisenman, Zaha Hadid, Eric Owen Moss, Charles Jenks, James Wines.  …”
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Grain Growth of AZ31 Magnesium Alloy Based on Three-Dimensional Cellular Automata by Yanfeng Li, Cuirong Liu, Zhibing Chu, Wei Li, Zhisheng Wu, Shan Gao, Wenwu He

“…Based on the thermodynamic conversion mechanism and energy transition principle, a three-dimensional cellular automata model of grain growth is established from the aspects of grain orientation, grain size distribution, grain growth kinetics, and grain topology. Also, the effect of temperature on the three-dimensional grain growth process of AZ31 magnesium alloy is analyzed. …”
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Design of a High Step-Up DC-DC Converter with Voltage Doubler and Tripler Circuits for Photovoltaic Systems by Muhammad Yaseen, Ajmal Farooq, Muhammad Zeeshan Malik, Muhammad Usman, Ghulam Hafeez, Muhammad Ali

“…In the proposed converter, the inductor at all phases is operated to gain high voltage through voltage doubler and tripler circuit capacitors with suitable duty cycle. The proposed topology operates in six switching states in one period. …”
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Link Scheduling in Satellite Networks via Machine Learning Over Riemannian Manifolds by Joarder Jafor Sadique, Imtiaz Nasim, Ahmed S. Ibrahim

“…Furthermore, we introduce a separate model, the convolutional neural network (CNN) over Riemannian manifolds, which captures geometric relationships between satellites and users by extracting spatial features from the network topology across all links. Simulation results demonstrate that both RNN and CNN over Riemannian manifolds deliver comparable performance to the fractional programming-based link scheduling (FPLinQ) benchmark. …”
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Design of novel graded bone scaffolds based on triply periodic minimal surfaces with multi-functional pores by Rongwu Lai, Rongwu Lai, Jian Jiang, Jian Jiang, Yi Huo, Hao Wang, Sergei Bosiakov, Yongtao Lyu, Yongtao Lyu, Lei Li

“…BackgroundVarious mechanical and biological requirements on bone scaffolds were proposed due to the clinical demands of human bone implants, which remains a challenge when designing appropriate bone scaffolds.MethodsIn this study, novel bone scaffolds were developed by introducing graded multi-functional pores onto Triply Periodic Minimal Surface (TPMS) structures through topology optimization of unit cell. The performance of these scaffolds was evaluated using finite element (FE) analysis and computational fluid dynamics (CFD) method.ResultsThe results from FE analysis indicated that the novel scaffold exhibited a lower elastic modulus, potentially mitigating the issue of stress shielding. …”
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Modeling of CO2 solubility and partial pressure in blended diisopropanolamine and 2-amino-2-methylpropanol solutions via response surface methodology and artificial neural network by Zohreh Khoshraftar

“…The multilayer perceptron (MLP) architecture demonstrated strong correlation capabilities, featuring one hidden layer with 10 and 5 neurons, respectively. Its topology was structured as 4-10-1 for predicting CO2 solubility and 4-5-1 for predicting CO2 partial pressure. …”
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The Airflow Reversal Law in Ventilation System after Coal and Gas Outburst in Tunneling Roadway by Junhong Si, Yiqiao Wang, Genyin Cheng, Lin Li, Yitian Shao, Tan Li, Wei Hu

“…Considering the coal and gas outburst phenomenon in the mining space, this paper analyzes the main characteristics of coal and gas outburst accidents, defines the outburst airflow reversal degree, and constructs a simplified topology graph of tunneling ventilation system, while the air door is not destroyed. …”
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Extending the Meshless Natural-Neighbour Radial-Point Interpolation Method to the Structural Optimization of an Automotive Part Using a Bi-Evolutionary Bone-Remodelling-Inspired Al... by Carlos Oliveira, Ana Pais, Jorge Belinha

“…Topological structural optimization is a powerful computational tool that enhances the structural efficiency of mechanical components. …”
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Tending to the Facial Surfaces of a Mathematical Biology Head-Scratcher: Why Does the Head of the Sea Turtle <i>Natator depressus</i> Resemble a Convex Zygomorphic Dodecahedron? by David A. Becker

“…A segmented, biomorphic, convex polyhedral model to address cephalic topology is thus presented stemming from solid geometry, anatomical observations, and a recently computed densest local packing arrangement of fifteen slightly oblate spheroids in which fourteen oblate spheroids surround a central such spheroid. …”
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Design of Direct Current Microgrid Converter with Cost-Effective Low-Voltage Battery Storage System by Juraj Tvarožek, Michal Prazenica, Tomáš Paulec, Slavomir Kaščák, Patrik Resutík

“…The main specificity of the proposed systems is the use of commonly available recycled batteries from household appliances such as laptops and backup power supplies. The circuit topology considered is a 3S (three cells in series) configuration. …”
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