A mechanism-informed deep neural network enables prioritization of regulators that drive cell state transitions by Xi Xi, Jiaqi Li, Jinmeng Jia, Qiuchen Meng, Chen Li, Xiaowo Wang, Lei Wei, Xuegong Zhang

“…This method to analyze single-cell multi-omics data demonstrates how the interpretable design of neural networks can better decode biological systems.…”
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The Florida Agricultural Handbook of Solid and Hazardous Waste Regulation: Glossary by Michael T. Olexa, Damian Adams, Kathleen Maurer

“… Circular 1139, a multi-part handbook by Michael T. Olexa and Ian Goldfarb, helps Floridians recognize which agricultural and household activities may involve solid and hazardous wastes. …”
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The Florida Agricultural Handbook of Solid and Hazardous Waste Regulation: Contact Agencies by Michael T. Olexa, Damian Adams, Kathleen Maurer

“… Circular 1139, a multi-part handbook by Michael T. Olexa and Ian Goldfarb, helps Floridians recognize which agricultural and household activities may involve solid and hazardous wastes. …”
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The Florida Agricultural Handbook of Solid and Hazardous Waste Regulation: List of Acronyms by Michael T. Olexa, Damian Adams, Kathleen Maurer

“… Circular 1139, a multi-part handbook by Michael T. Olexa and Ian Goldfarb, helps Floridians recognize which agricultural and household activities may involve solid and hazardous wastes. …”
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Advanced load balancing techniques using MIMO fuzzy logic: A panel distribution case study at state polytechnic of Malang by Ika Noer Syamsiana, Harry Hassidiqi, Wijaya Kusuma, Anang Dasa Novfowan, Arwin Datumaya Wahyudi Sumari, Chandra Wiharya

“…The method is as follows: • The fuzzy approach used a multi-input multi-output (MIMO) system with rule-base 3 × 3 × 3 matrix. • The Sugeno method was selected due to its utilization of a constant mathematical function. …”
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Geometry optimization on the cross section of adhesively bonded thin-walled composite beam subjected to axial crushing load by Xiao Han, Jingru Ye, Shaoqiang Hou, Wenbin Hou

“…This work applies a design optimization methodology on the geometry of cross section and ply thickness in adhesively bonded CFRP (carbon fiber-reinforced plastic), hat-shaped, thin-walled beam in automobiles to achieve car body lightweight design. A multi-objective and multi-constraint design optimization problem was formulated to find the optimum key cross-section size and ply thickness of the hat thin-walled beam. …”
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Multimodal Emotion Recognition: Emotion Classification Through the Integration of EEG and Facial Expressions by Songul Erdem Guler, Fatma Patlar Akbulut

“…The results validate the effectiveness of this approach, demonstrating the high accuracy of the Gated Recurrent Unit (GRU) model, which achieved an average of 91.8% classification accuracy on unimodal (EEG-only) data and an average of 97.8% classification accuracy on multimodal (EEG and facial expressions) datasets in the multi-class emotion categories. The findings emphasize that by applying a multi-class classification framework, multimodal approaches offer significant improvements over traditional unimodal techniques. …”
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Hybrid intelligent optimization strategy of battery swapping station for electric vehicles based on reinforcement learning by Hongwei Yi, Huan Zhang, Jianghong Li, Yanling Zhao

“…The study demonstrates the potential of combining reinforcement learning and swarm intelligence algorithms in smart energy infrastructure and solving multi-objective optimization problems.…”
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A Digital Twin Comprehensive Monitoring System for Ship Equipment by Miao Zhe, Zhao Yong, Su Shaojuan, Song Nanzhe

“…In addition, the system optimises the user experience through multi-round feedback testing, and ensures data security and privacy protection through multi-layer encryption, identity verification, and role-based access control. …”
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The zinc receptor, ZnR/GPR39, modulates taste sensitivity by regulating ion secretion in mouse salivary gland by Moran Melamed, Hila Asraf, Noa Livne, Milos Bogdanovic, Anil Shendge, Gilad Shamir, Maayan Mero, Omer Adir, Avi Schroeder, Israel Sekler, Michal Hershfinkel

“…Summary: Reduced saliva secretion, dry mouth, and loss of taste are debilitating symptoms associated with zinc deficiency. …”
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Female genital cutting in Malaysia: a mixed-methods study by Abdul Rashid, Yufu Iguchi

“…Two of the three Northern states Mufti’s approached consented to participate in the study.Results Quantitative: There were 605 participants, most had undergone FGC (99.3%), were in the opinion FGC is compulsory in Islam (87.6%) and wanted FGC to continue (99.3%). …”
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Time-Series Load Online Prediction of Wind Turbine Based on Adaptive Multisource Operational Data Fusion by Ruojin Wang, Xiaodong Wang, Deyi Fu, Bin Yang, Yingming Liu

“…Aiming at the problem that the stochastic change of wind turbine generator (WTG) working conditions and the complex nonlinear relationship between load and operation data make it difficult to predict the short-term load online, this paper proposes an adaptive multi-information source data fusion online prediction method for WTG load. …”
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Investigation of Microstructure and Mechanical Properties of Aluminium 5356 Using Wire Arc Additive Manufacturing by K.Saravanakumar, S.Ananth, J.Medoline, M.Dharshini, K.M.Sansuuki Priyanka

“…In this study, a base of Aluminum 6082 alloy is used to create a multi-layer structure. An automatic gas metal arc welding process is employed, with parameters such as current, stick-out distance, and travel speed. …”
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Quantitative evaluation method of stroke association based on multidimensional gait parameters by using machine learning by Cheng Wang, Cheng Wang, Cheng Wang, Zhou Long, Zhou Long, Xiang-Dong Wang, Xiang-Dong Wang, You-Qi Kong, Li-Chun Zhou, Wei-Hua Jia, Pei Li, Jing Wang, Xiao-Juan Wang, Tian Tian

“…The purpose of the study is to present a quantitative evaluation method of stroke association based on multi-dimensional gait parameters by using machine learning.Methods39 ischemic stroke patients with hemiplegia were selected as the stroke group and 187 healthy adults from the community as the control group. …”
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Layered energy equalization structure for series battery pack based on multiple optimal matching by Jianfang Jiao, Hongwei Wang, Feng Gao, Serdar Coskun, Guang Wang, Jiale Xie, Fei Feng

“…Furthermore, a directed graph-based approach was proposed to represent the circuit topology equivalently as a multi-weighted network. Combined with a multi-weighted optimal matching algorithm, aims to determine the optimal energy transfer path and reduce equalization losses. …”
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Customer Loyalty and Firm Performance: An In-depth Analysis of the Edible Oils Manufacturing Firms. by Mwazuna, Alice Ngele, Tibbs, Charles Yugi, Museve, Elijah, Asiimwe, Judith Bijurenda

“…The constructs of customer loyalty included: repurchase, positive word of mouth, recommendations, and commitment to the brand while firm performance was measured using sales volume. …”
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Analysis of the possible consequences of large-scale production of sand and gravel mixture in the downstream of large hydroelectric facilities based on hydrodynamic modeling (the V... by Anatoliy V. Lepikhin, Yuri S. Lyakhin, Alexey A. Tiunov, Anna A. Wozniak, Anton I. Luchnikov, Dmitiy V. Perepelitsa, Andrey V. Bogomolov

“…The authors have presented estimation of possible hydraulic consequences of the large-scale mining of sand/gravel mixtures in the upper part of the Lower Kama Reservoir 9the Votkinsk Reservoir downstream) based on the multi-version computation experiments with the developed hydro/dynamic model of the water body under consideration. …”

Exploring chitin metabolite profiles and sensitivity differences in Collembola species exposed to teflubenzuron by Saúl Fernandes, Diana Ilyaskina, Matty P. Berg, Marja H. Lamoree, Pim E.G. Leonards, Cornelis A.M. van Gestel

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Author Correction: Systematic protein-protein interaction mapping for clinically relevant human GPCRs by Kate Sokolina, Saranya Kittanakom, Jamie Snider, Max Kotlyar, Pascal Maurice, Jorge Gandía, Abla Benleulmi-Chaachoua, Kenjiro Tadagaki, Atsuro Oishi, Victoria Wong, Ramy H Malty, Viktor Deineko, Hiroyuki Aoki, Shahreen Amin, Zhong Yao, Xavier Morató, David Otasek, Hiroyuki Kobayashi, Javier Menendez, Daniel Auerbach, Stephane Angers, Natasa Pržulj, Michel Bouvier, Mohan Babu, Francisco Ciruela, Ralf Jockers, Igor Jurisica, Igor Stagljar

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Rural-urban disparities and socioeconomic determinants of caesarean delivery rates in Zimbabwe: Evidence from the 2019 National Multiple Indicator Cluster Survey by G N Musuka, G Murewanhema, H Herrera, E Mbunge, R Birri-Makota, T Dzinamarira, D Cuadros, I Chingombe, A Mpofu, M Mapingure

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