Spiking Neural Networks for Energy-Efficient Acoustic Emission-Based Monitoring by Federica Zonzini, Wenliang Xiang, Luca de Marchi

“…Experimental tests executed on a metallic plate structure demonstrated that WT combined with SNN can achieve high precision (median values less than 5 cm) in ToA estimation and AE source localization even in the presence of relevant noise (signal-to-noise ratio down to 2 dB), while its deployment on dedicated neuromorphic architectures can reduce by six orders of magnitude the power expenditure per inference when compared to standard convolutional architectures.…”
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A Hybrid Model for Soybean Yield Prediction Integrating Convolutional Neural Networks, Recurrent Neural Networks, and Graph Convolutional Networks by Vikram S. Ingole, Ujwala A. Kshirsagar, Vikash Singh, Manish Varun Yadav, Bipin Krishna, Roshan Kumar

“…Such state-of-the-art architectures could then achieve an MAE improvement of 12%, while R² for yield prediction improves by 25%. …”
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Deep learning based approaches for intelligent industrial machinery health management and fault diagnosis in resource-constrained environments by Ali Saeed, Muazzam A. Khan, Usman Akram, Waeal J. Obidallah, Soyiba Jawed, Awais Ahmad

“…Subsequently, the survey covers techniques related to RUL prediction and edge-cloud architectures for resource-constrained environments. …”
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Processing tomato (Lycopersicon esculentum Miller) yield and quality in arid regions through micro-nano aerated drip irrigation coupled with humic acid application by Jiaying Ma, Rui Chen, Yue Wen, Jinzhu Zhang, Feihu Yin, Tehseen Javed, Jiliang Zheng, Zhenhua Wang

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Effect of Particle Size and Solution Leaching on Water Retention Behavior of Ion-Absorbed Rare Earth by Zhong-qun Guo, Yuan-ming Lai, Jie-fang Jin, Jian-rong Zhou, Zheng Sun, Kui Zhao

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Comparative Analysis of Thermomechanical Properties and Thermal Damage Constitutive Models of Three Soft Sedimentary Rocks by Wenhua Zha, Weixing Shao, Suqin Yao, Qiang Chen, Denghong Chen

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Exogenous Melatonin Boosts Heat Tolerance in <i>Rosa hybrida</i> via <i>RhCOMT1</i> Modulation by Chenyang Li, Zhiyin Ding, Zipeng Cai, Yongying Ruan, Peitao Lü, Yang Liu

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A Stress-Strain Model for Unconfined Concrete in Compression considering the Size Effect by Keun-Hyeok Yang, Yongjei Lee, Ju-Hyun Mun

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Evaluation of Seismic Performance and Effectiveness of Multiple Slim-Type Damper System for Seismic Response Control of Building Structures by David Kim, Eun Hee Sung, Kwan-Soon Park, Jaegyun Park

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Application of differential privacy to sensor data in water quality monitoring task by Audris Arzovs, Sergei Parshutin, Valts Urbanovics, Janis Rubulis, Sandis Dejus

“…The results achieved similar accuracy with all model architectures, with the best result showing only a 0.3% reduction in model accuracy compared with a nonprivate neural network model with 94% and 94.7% accuracy, respectively. …”
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Traffic Flow Prediction with Rainfall Impact Using a Deep Learning Method by Yuhan Jia, Jianping Wu, Ming Xu

“…Traditional data driven traffic flow prediction approaches have largely assumed restrictive (shallow) model architectures and do not leverage the large amount of environmental data available. …”
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Walking into the wild. A transition to a co-evolutionary landscape by Adriano Dessì

“… This research paper attempts to shift the approach and the possible attitudes of architectural and landscape design towards an interpretation of ecological transition based on the dimension of the ‘wild’, that is, on the possibility that the transformation of places by man contemplates other and the most diverse forms of life, spheres of proximity in which human activities give way to third and fourth natures, which develop their own habitats in an autonomous, dynamic and vital manner. …”
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Supramolecular assembly of covalently modified Anderson-type polyoxometalates and crown ethers towards pseudo-rotaxane structures by Yi-An Yin, Wu-Ji Chen, Chun-Yan Liu, Meng-Meng Zhang, Chang-Gen Lin, Haralampos N. Miras, Yu-Fei Song

“…These pseudo-rotaxanes have not been reported previously and are considered important intermediates in the construction of POM-based supramolecular architectures with complementary structural and chemical properties.…”
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Multiscale integral synchronous assembly of cuttlebone-inspired structural materials by predesigned hydrogels by Huai-Bin Yang, Yi-Xing Lu, Xin Yue, Zhao-Xiang Liu, Wen-Bin Sun, Wen-Pei Zheng, Qing-Fang Guan, Shu-Hong Yu

“…This hierarchical hydrogel integral synchronous assembly strategy is promising for the integrated fabrication guidance of bioinspired structural materials with multiple different micro-nano architectures.…”
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On quantifying dynamic behavior of architected metal/polymer TPMS/lattices-based interpenetrating phase composites by K. B. Shingare, Andreas Schiffer, Kin Liao

“…In this, we considered four types of Triply periodic minimal surfaces (TPMS) and lattice architectures, including gyroid, primitive, cubic, and octet, to form architected IPCs. …”
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Spatio-temporal evolution and simulation of soil salinization in typical oasis water-saving irrigation area based on long series data by Wenhao Li, Shuanglong Gao, Dongjie Pei, Yue Wen, Xiaoguo Mu, Mengjie Liu, Zhenhua Wang

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Nonlinear water stress response functions can improve the performance of the DSSAT-CERES-Wheat model under water deficit conditions by Ning Yao, Yingnan Wei, Kunhao Jiang, Jian Liu, Yi Li, Hui Ran, Tehseen Javed, Hao Feng, Qiang Yu, Jianqiang He

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Agricultural and energy products trade intensified the water scarcity in the grain and energy base in northern China by H.W. Huang, S. Jiang, S.Y. Zhang, Y.M. Wang, J.C. Wang, X.N. Zhao, X.R. Gao

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How vulnerable are road networks to shocks? An analysis through accessibility indicators by Angela Stefania Bergantino, Gianmarco Troiani, Tahseen Bashir, Francesca Pagliara

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A Study on the Strengthening Performance of Concrete Beam by Fiber-Reinforced Polyurea (FRPU) Reinforcement by Jun-Hyuk Song, Eun-Taik Lee, Hee-Chang Eun

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