On the Sufficiency of a Single Hidden Layer in Feed-Forward Neural Networks Used for Machine Learning of Materials Properties by Ye Min Thant, Sergei Manzhos, Manabu Ihara, Methawee Nukunudompanich

“…Feed-forward neural networks (NNs) are widely used for the machine learning of properties of materials and molecules from descriptors of their composition and structure (materials informatics) as well as in other physics and chemistry applications. …”
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Comparative Analysis of Nano-Bactericides and Thiodiazole–Copper on Tomato Rhizosphere Microbiome by Weimin Ning, Xiangwen Luo, Yu Zhang, Shijun Li, Xiao Yang, Xin Wang, Yueyue Chen, Yashuang Xu, Deyong Zhang, Songbai Zhang, Yong Liu

“…The results show that low and high doses of the two bactericides induced alterations in the bacterial community structure to differing extents. Cu-Ag nanoparticles increased the relative abundance of potentially beneficial bacteria, including <i>Bacteroidota</i>, <i>Gemmatimonadota</i>, <i>Acidobacteriota</i>, and <i>Actinobacteriota.…”
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Behind the scenes of COVID-19 response: a social network analysis of policy actors in Bandung City by Ahmad Zaini Miftah, Ida Widianingsih, Entang Adhy Muhtar, Ridwan Sutriadi

“…This study aims to identify prominent actors in handling the pandemic by employing social network analysis (SNA) supported by the Socio-Technogram Network to map the actor centrality in the network structure for handling the COVID-19 pandemic in Bandung City. …”
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Intracellular Formation of Synthetic Peptide Nanostructures Causes Mitochondrial Disruption and Cell Death in Tumor Spheroids by Sarah Chagri, Konrad Maxeiner, Maria J. S. A. Silva, Lisa Förch, Julian Link, Patrick Roth, Raphael Meyer, Jana Fetzer, Anke Kaltbeitzel, Ingo Lieberwirth, Katharina Landfester, Manfred Wagner, David Y.W. Ng, Tanja Weil

“…Abstract Supramolecular assemblies found in nature demonstrate the concept of creating functionality through structure formation. In recent years, these complex natural architectures have inspired the development of materials for the formation of synthetic nanostructures within living cells. …”
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Estimation of the protected zone sizes for peaceful nuclear explosions based on quantitative patterns of the Earth’s interior deformation by V. S. Repin, V. P. Ramzaev, A. M. Biblin, K. V. Varfolomeeva, S. V. Zelentsova, K. A. Sednev, V. A. Ilyichev, A. V. Kasatkin, V. V. Kasatkin

“…The aim of this paper is to analyze the scientific literature on the structure of deformation changes in the Earth’s interior due to peaceful nuclear explosions and to justify quantitative ratios on the basis of which the size of protected zones can be estimated. …”
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A Novel Multimode Coordination Strategy for Hybrid AC/DC Microgrids Integrated With Distributed Renewable Energy Systems by Jinmu Lai, Yue Yin, Xin Yin, Fan Xiao, Jinrui Tang, Jiaxuan Hu, Zia Ullah, Xianggen Yin

“…This paper proposes a novel hybrid transformer-interconnected HMG (HT-HMG) and a multimode coordination strategy based on the multiplexing design of a multifunctional converter (MFC). The topology structure and operating principle of the proposed HT-HMG are introduced. …”
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Performance and Mechanism Analysis of an Anti-Skid Wear Layer of Active Slow-Release Ice–Snow Melting Modified by Gels by Yuanzhao Chen, Zhenxia Li, Tengteng Guo, Chenze Fang, Peng Guo, Chaohui Wang, Bing Bai, Weiguang Zhang, Haobo Yan, Qi Chen

“…The optimal 10% gel modification achieves effective salt retention and controlled release through pore-structure regulation. These findings establish a 40–60% salt-storing ceramsite content range as the practical range for winter pavement applications, offering insights into the design of durable snow-melting asphalt surfaces.…”
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Production of biosurfactant from Bacillus licheniformis for microbial enhanced oil recovery and inhibition the growth of sulfate reducing bacteria by H.S. El-Sheshtawy, I. Aiad, M.E. Osman, A.A. Abo-ELnasr, A.S. Kobisy

“…The crude biosurfactant has been extracted from supernatant culture growth, and the yield of crude biosurfactant was about 1 g/l. Also, chemical structure of the produced biosurfactant was confirmed using FTIR analysis. …”
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Implementing Multimodal Hardware Security with 2D α‐In2Se3 Ferroelectric Transistor by Xinwei Zhang, Jiachao Zhou, Yishu Zhang, Jian Chai, Yongqing Bai, Hailiang Wang, Qian He, Xi Wang, Lin Wang, Yuda Zhao, Yang Xu, Bin Yu

“…Based on these, the secure transistor successfully implements four key security primitives: anticounterfeiting, watermarking, logic locking, and IC camouflaging in a single‐transistor structure, offering robust protection against counterfeit ICs, intellectual property theft, and reverse engineering. …”
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Probing line defect CFT with mixed-correlator bootstrability by Andrea Cavaglià, Nikolay Gromov, Julius Julius, Michelangelo Preti, Nika Sergeevna Sokolova

“…Additionally, we use exact expressions for some structure constants fixed by localisation and leverage the exact discrete symmetries of the theory. …”
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The Development of a Coconut-Oil-Based Derived Polyol in a Polyurethane Matrix: A Potential Sorbent Material for Marine Oil Spill Applications by John Louie L. Tefora, Tomas Ralph B. Tomon, Joy Ian Dan S. Ungang, Roberto M. Malaluan, Arnold A. Lubguban, Hernando P. Bacosa

“…Furthermore, this study highlighted the increasing CODP in every CCF formulation, showing high oil sorption and low water uptake due to its porous structure. The experimental results revealed that CCF is a potential candidate sorbent for the recovery of spilled oil. …”
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Genetic effects on molecular network states explain complex traits by Matthias Weith, Jan Großbach, Mathieu Clement‐Ziza, Ludovic Gillet, María Rodríguez‐López, Samuel Marguerat, Christopher T Workman, Paola Picotti, Jürg Bähler, Ruedi Aebersold, Andreas Beyer

“…Abstract The complexity of many cellular and organismal traits results from the integration of genetic and environmental factors via molecular networks. Network structure and effect propagation are best understood at the level of functional modules, but so far, no concept has been established to include the global network state. …”
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Using piezoelectric technology to harvest energy from pavement: A review by Keliang Mou, Xiaoping Ji, Jie Liu, Haoyu Zhou, Haochen Tian, Xiaojuan Li, Honghui Liu

“…The piezoelectric energy harvesters suitable for roads are thoroughly reviewed from five perspectives: structure, finite element analyses, protective packaging, management circuit, and application. …”
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Mesoporous Silica‐Stabilized Ceria Antioxidants for Enhancing PEMFC Durability by Yeongseop Lee, Seong Hoon Kwak, Sangwon Kim, Hae Jung Son, Jin Young Kim, Ho Young Kim, Sang Hoon Joo

“…The well‐defined mesoporous structure of MSNs effectively confines CeOx in the internal voids and prevents CeOx agglomeration, thereby exhibiting sustained antioxidation efficacy within the Pt/C‐based electrodes. …”
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Non‐genetic diversity modulates population performance by Adam James Waite, Nicholas W Frankel, Yann S Dufour, Jessica F Johnston, Junjiajia Long, Thierry Emonet

“…We discovered that spatial structure spontaneously emerged from initially well‐mixed wild‐type populations due to non‐genetic diversity. …”
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Modern Low-Magnitude Earthquake Swarms of the Gakkel Mid-Oceanic Ridge, Arctic Ocean by Morozov Aleksey, Vaganova Natalia, Starkov Ivan, Mikhaylova Yana

“…It is shown that swarm sequences are recorded to a greater extent in the western volcanic and eastern volcanic segments of the ridge, while no such sequences were found within the central amagmatic segment. The structure formation of this part of the ridge is dominated by tectonic rather than magmatic and metamorphic processes. …”
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The ESTPHAD Concept: An Optimised Set of Simplified Equations to Estimate the Equilibrium Liquidus and Solidus Temperatures, Partition Ratios, and Liquidus Slopes for Quick Access... by Gergely Kőrösy, András Roósz, Tamás Mende

“…It is shown that the procedure has a hierarchical structure, and the ternary functions contain the binary functions. …”
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Transcriptome data from the interdigital webs of the Chinese Soft-shell Turtle (Pelodiscus sinensis) by Shibin Bai, Shanshan Li, Yining Tang, Ziqiu Jia, Songyang Shang, David M. Irwin, Shuyi Zhang, Zhe Wang

“…Abstract The interdigital webs of aquatic tetrapods are a key structure evolved for adaptation, which are formed by inhibiting interdigital cell death (ICD). …”
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Evaluation of the Medical Assistance to Patients with Arterial Hypertension in Four Urban Áreas by Addys Díaz Piñera, Armando Rodríguez Salvá, Susana Balcindes Acosta, René García Roche, Nelsy Álvarez Mesa

“…<br /><strong>Results:</strong> the evaluation of structure, process and results dimensions was not satisfactory in the studies area, because the proposed standards were not achieved. …”
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Birds, Bees, and Botany: Measuring Urban Biodiversity After Nature-Based Solutions Implementation by Mónica Q. Pinto, Simone Varandas, Emmanuelle Cohen-Shacham, Edna Cabecinha

“…Functional group analyses underscored the importance of vegetative structure in supporting varied foraging and nesting behaviours. …”
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