Efficient Detection of Microplastics on Edge Devices With Tailored Compiler for TinyML Applications by Alessandro Cerioli, Lorenzo Petrosino, Daniele Sasso, Clement Laroche, Tobias Piechowiak, Luca Pezzarossa, Mario Merone, Luca Vollero, Anna Sabatini

“…This highlights the potential of our method for efficient and effective microplastic detection in environmental monitoring.…”
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Integration of Daylight in Building Design as a Way to Improve the Energy Efficiency of Buildings by Adrian Trząski, Joanna Rucińska

“…This paper presents results of an analysis of how factors related to the use of daylight, such as automatic control of artificial lighting, external shading, or the visual absorptance of internal surfaces, influence the energy efficiency within an example room in two different climatic zones. …”
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Learning efficient haptic shape exploration with a rigid tactile sensor array. by Sascha Fleer, Alexandra Moringen, Roberta L Klatzky, Helge Ritter

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Benthos-DETR: a high-precision efficient network for benthic organisms detection by Weibo Rao, Gang Chen, Yifei Zhang, Jue Cang, Shusen Chen, Chenyang Wang

“…In the backbone of Benthos-DETR network, the Efficient Block with the C2f module reinforces the shallow feature extraction operation in Benthos-DETR, enhancing the algorithm’s multi-scale perception. …”
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Technologies for Resource-Efficient Recycling of End-of-Life Crystalline Silicon Photovoltaic Panels by Pradeep Padhamnath, Srinath Nalluri, Filip Kuśmierczyk, Mateusz Kopyściański, Mirosław Karbowniczek

“…Through experiments, it was observed that the size of the recycled Si does not impact the microstructure of the FeSi produced, which means that the technology could be easily used to handle different sizes of Si source. Through careful experiments and analysis, we provide recycling methods to improve the circularity and resource efficiency in the management of end-of-life c-Si PV panels. …”
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AUGUR, a flexible and efficient optimization algorithm for identification of optimal adsorption sites by Ioannis Kouroudis, Poonam, Neel Misciasci, Felix Mayr, Leon Müller, Zhaosu Gu, Alessio Gagliardi

“…This predictor is then used as a surrogate for a data-efficient Bayesian Optimization scheme to determine the optimal adsorption positions. …”
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Photonic Characterization and Modeling of Highly Efficient Color Conversion Layers With External Reflectors by Guan-Ying Lee, Shao-Yi Weng, Wan-Hua Ho, Chun-Wei Huang, Han-Yu Chao, Sheng-Kai Huang, Hao-Chung Kuo, Chung-Chih Wu, Chien-Chung Lin

“…The best color conversion efficiency of a single color CCL reached as high as 20.7%. …”
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Timescale correlation of shallow trap states increases electrochemiluminescence efficiency in carbon nitrides by Yanfeng Fang, Hong Yang, Yuhua Hou, Wang Li, Yanfei Shen, Songqin Liu, Yuanjian Zhang

“…Abstract Highly efficient interconversion of different types of energy plays a crucial role in both science and technology. …”
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Multidimensional Engineering of Escherichia coli for Efficient Adipic Acid Synthesis From Cyclohexane by Fei Wang, Huiqi Sun, Di Deng, Yuanqing Wu, Jing Zhao, Qian Li, Aitao Li

“…Consequently, an engineered E. coli capable of efficiently converting either KA oil or CH into AA is obtained, achieving remarkable product titers of 110 and 22.6 g L−1, respectively. …”
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Application of Economic and Statistical Methods to Improve the Efficiency of Cinemas under Sanctions Conditions by O. G. Konyukova, A. N. Lukash

“…The relevance of the study involves the regular collection and accumulation of statistical data from commercial organizations engaged in activities in the field of film demonstration; their study and synthesis help to examine the work of business entities from different angles and draw appropriate conclusions. …”
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Efficiency of anti-vibration gloves in soil preparation using a micro tractor by José W. N. de Souza, Leonardo de A. Monteiro, Viviane C. dos Santos, Marcio P. da Silva, Isabela O. Lima, Walisson M. Silveira

“…Thus, this study aims at evaluating the efficiency of different glove models in reducing vibration transmitted by the micro tractor/rotary tiller assembly according to the operating velocity and the rotation of the rotary tiller rotor. …”
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A fast and efficient green apple object detection model based on Foveabox by Weikuan Jia, Zhifen Wang, Zhonghua Zhang, Xinbo Yang, Sujuan Hou, Yuanjie Zheng

“…Fast-FDM uses an optimized form of anchor-free Foveabox to accurately and efficiently detect green apples in harvesting environments. …”
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An efficient parallel runoff forecasting model for capturing global and local feature information by Yang-hao Hong, Dong-mei Xu, Wen-chuan Wang, Hong-fei Zang, Xiao-xue Hu, Yan-wei Zhao

“…However, research on how to efficiently identify the physical characteristics of runoff sequences and develop forecasting models that simultaneously address both global and local features of the sequences is still lacking. …”
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Modeling of process and operating modes for efficient selective disintegration in coriander seed grinding by N. V. Sterekhova, S. Y. Gonezhuk, Z. A. Meretukov, M. V. Shcherbakov

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Efficient brain tumor grade classification using ensemble deep learning models by Sankar M, Baiju BV, Preethi D, Ananda Kumar S, Sandeep Kumar Mathivanan, Mohd Asif Shah

“…This model increases the efficiency and generalizability of the model further. …”
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Group graph: a molecular graph representation with enhanced performance, efficiency and interpretability by Piao-Yang Cao, Yang He, Ming-Yang Cui, Xiao-Min Zhang, Qingye Zhang, Hong-Yu Zhang

“…The group graph offers three advantages: (a) the substructure of the group graph reflects the diversity and consistency of different molecular datasets; (b) the group graph retains molecular structural features with minimal information loss because the graph isomorphism network (GIN) of the group graph performs well in molecular properties and drug‒drug interactions prediction, showing higher accuracy and efficiency than the model of other molecular graphs, even without any pretraining; and (c) the molecular property may change when the substructure is substituted with another of differing importance in group graph, facilitating the detection of activity cliffs. …”
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Experimental study of the strengthening efficiency of engineering waste sludge using electro-osmosis by Yanli TAO, Zeyi YU, Jianfeng ZHU, Xiaonan GONG, Jian ZHOU, Kaiqiang LI

“…However, there is still an incomplete understanding regarding the efficiency of electroosmosis. A series of experiments were performed under different potentials with Hangzhou engineering waste sludge, using ferrum and graphite electrodes. …”
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Investigating the Efficiency of Coffee Husks in Bio-Retention Model for Storm Water Treatment. by Musasizi, Joseph

“…Therefore, this study is aimed at investigating the efficiency of bio-retention system in the removal of storm water pollutants using coffee husks. …”
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Enhancement of Fertilizer Efficiency Through Chinese Milk Vetch and Rice Straw Incorporation by Tahir Shah, Adnan Anwar Khan, Yahya Mohammed Ali Aljerib, Muhammad Tariq, Donghui Li, Mingjian Geng, Yajun Gao, Qiang Zhu

“…MSF80 treatment also improved nitrogen (N), phosphorus (P), and potassium (K) use efficiencies, sustainable yield index, and partial factor productivity. …”
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Efficient and stable near-infrared InAs quantum dot light-emitting diodes by Binghan Li, Yu Wang, Jiancheng Zhang, Yaobo Li, Bo Li, Qingli Lin, Ruijia Sun, Fengjia Fan, Zaiping Zeng, Huaibin Shen, Botao Ji

“…Here, we present an efficient strategy using zinc fluoride to balance ZnSe shell growth across different core quantum dot facets, producing highly regular InAs/InP/ZnSe/ZnS quantum dots with near-unity quantum yield. …”
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