A Framework for Efficient N-Way Interaction Testing in Case/Control Studies With Categorical Data by Aristos Aristodimou, Athos Antoniades, Efthimios Dardiotis, Eleni Loizidou, George Spyrou, Christina Votsi, Christodoulou Kyproula, Marios Pantzaris, Nikolaos Grigoriadis, Georgios Hadjigeorgiou, Theodoros Kyriakides, Constantinos Pattichi

“…The next step uses clustering and binary encodes the features. The final step performs the n-Way interaction testing. …”
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Efficient and accurate framework for genome-wide gene-environment interaction analysis in large-scale biobanks by Yuzhuo Ma, Yanlong Zhao, Ji-Feng Zhang, Wenjian Bi

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An Efficient Approach Based on RAE-GAMI-NET for Long Range Attack Detection on Blockchain by Vasavi Chithanuru, Mangayarkarasi Ramaiah

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Compact Binary Formation in Open Star Clusters III: Probability of Binary Black Holes Hidden Inside of Gaia Black Hole Binary by Ataru Tanikawa, Long Wang, Michiko S. Fujii, Alessandro A. Trani, Toshinori Hayashi, Yasushi Suto

“…The Gaia mission and its follow-up observations have discovered a few candidates of non-interacting single black holes (BHs) and visible stars, Gaia BH1, BH2, and BH3, collectively called "astrometric BH binaries". …”
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A Be Star + He Star Binary as an Indicator of a Binary Mass Transfer Phase by Yuchen Bao, Zhenwei Li, Hongwei Ge, Xuefei Chen, Zhanwen Han

“…The rapid rotation of Be stars is supposed to mainly originate from binary evolution. In recent years, more and more Be stars with helium (He) star companions have been discovered, which provides a significant opportunity to study binary interaction physics. …”
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Efficiency of spraying with spirulina and variety on the growth of bean plant under drip irrigation system by Intesar Kareem Abdulhassan

“…The results also showed that the binary interaction between spray and variety significantly affected the studied factors. …”
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Efficient techno-economic modelling of smart parking lots within the electricity distribution networks by Seyed Ashkan Nejati, David Greenwood, Sanchari Deb, Saman Nikkhah

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Evaluating the efficiency of environmentally friendly magnetic photocatalyst for the treatment of industrial effluents containing dye pollutants by Sedigheh Abbasi

“…The statistical findings indicate that independent single factors, their binary and triple interactions have a significant effect on the response at the 5% confidence level. …”
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Effects of Green Manure Intercropping on Soil Moisture, Nutrients, and Apple Yield in a Weibei Apple Orchard by LIANG Qing, ZHANG Tibin, CHENG Yu, GAO Weiqiang, KUANG Yuxin, FENG Hao

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Not Just Winds: Why Models Find That Binary Black Hole Formation Is Metallicity-dependent, while Binary Neutron Star Formation Is Not by L. A. C. van Son, S. K. Roy, I. Mandel, W. M. Farr, A. Lam, J. Merritt, F. S. Broekgaarden, A. A. C. Sander, J. J. Andrews

“…We find that the BHBH formation efficiency at low metallicity is set by initial condition distributions, and conventional simulations suggest that about one in eight interacting binary systems with sufficient mass to form black holes will lead to a merging BHBH. …”
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Detection of Semidetached Eclipsing Binaries from TESS by Xu Ding, KaiFan Ji, QiYuan Cheng, ZhiMing Song, JinLiang Wang, XueFen Tian, ChuanJun Wang

“…Semidetached binaries, distinguished by their mass transfer phase, play a crucial role in elucidating the physics of mass transfer within interacting binary systems. …”
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Rethinking Thorne–Żytkow Object Formation: The Fate of X-Ray Binary LMC X-4 and Implications for Ultra-long Gamma-Ray Bursts by Tenley Hutchinson-Smith, Rosa Wallace Everson, Angela A. Twum, Aldo Batta, Ricardo Yarza, Jamie A. P. Law-Smith, Alejandro Vigna-Gómez, Enrico Ramirez-Ruiz

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Efficient Hardware Implementation of a Multi-Layer Gradient-Free Online-Trainable Spiking Neural Network on FPGA by Ali Mehrabi, Yeshwanth Bethi, Andre van Schaik, Andrew Wabnitz, Saeed Afshar

“…All elements in the system, including the training module, interact using event-based binary spikes. The hardware-optimised implementation is shown to preserve the performance of the original algorithm across multiple spatial-temporal classification problems with significantly reduced hardware requirements.…”
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Efficient Extraction of Butyric Acid from Aqueous Solution using n-Dodecane: Measurement of Equilibrium Data and Thermodynamic Modeling by Samaneh Parvaneh, Sina Shekarsaraee

“…NRTL equation was used for thermodynamic modeling of experimental data. The obtained binary interactions were examined after validating the data. …”
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An effective algorithm to identify the miscibility gap in a binary substitutional solution phase by Fu T., Du Y., Zheng Z.-S., Peng Y.-B., Jin B., Liu Y.-B, Du C.-F., Liu S.-H., Shi C.-Y., Wang J.

“…In the literature, no detailed description is reported about how to detect if a miscibility gap exists in terms of interaction parameters analytically. In this work, a method to determine the likelihood of the presence of a miscibility gap in a binary substitutional solution phase is proposed in terms of interaction parameters. …”
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Prediction of Enthalpy of Mixing of Binary Alloys Based on Machine Learning and CALPHAD Assessments by Shuangying Huang, Guangyu Wang, Zhanmin Cao

“…The enthalpy of mixing, a critical thermodynamic property in the liquid phase reflecting element interaction strength and pivotal for studying phase equilibria, can now be predicted efficiently using machine learning. …”
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The Effects of HMX and CL-20-Based Co-Particles on the Ignition and Combustion Performances of Aluminum Powders by Zhihua Xue, Weimeng Zhang, Ruixuan Xu, Sulan Yang, Qilong Yan

“…Due to the intimate contact between components in co-particles, the binary/ternary systems exhibit superior reaction efficiency compared to relevant mechanical mixtures with the same formulations. …”
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Efficient Purification of Auto-Exhaust Soot Particles Using Hexagonal Fe₂O₃ Nanosheets Decorated with Non-Noble Metals (Ni) by Haoqi Guo, Jing Xiong, Peng Zhang, Jian Liu, Zhen Zhao, Yuechang Wei

“…This is of great significance for the further development of economic and efficient catalysts for soot particle removal from automobile exhaust.…”
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Analysis of microstructure properties of Ni-Fe MOFs and their influence on selective recognition of single and binary dye systems by Dan Xu, Xiaolin Cao, Jie Zhou, Zhihao Lin, Jing Wang, Jiatong Han, Ge Chen, Guangyang Liu, Xiaomin Xu, Yanguo Zhang, Donghui Xu

“…The adsorption mechanism primarily involved monolayer adsorption as the dominant process, with localized multilayer adsorption, as well as chemisorption, hydrogen bonding, hydroxyl interactions, and electrostatic interactions. These MOFs demonstrated high dye removal efficiency in actual water samples and fruit and vegetable juices, exhibiting excellent reusability and anti-interference capabilities. …”
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Cocrystallization of Binary Silver Clusters Into Supramolecular Assembly to Regulate Aggregation‐Induced Emission and Thermally Activated Delayed Fluorescence by Wei‐Yi Liang, Hai‐Ling Wang, Peng‐Xu Lu, Pei‐Yu Liao, Wei Deng, Jian‐Hua Jia, Ming‐Liang Tong

“…This study provides important insights for the development of efficient luminescent materials with AIE and TADF properties, highlighting the critical roles of ligand exchange and structural configuration.…”
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