Integrated CFD and Experimental Analysis on Slinger Ring Condensate Discharge Mechanism for Energy-Efficient Window Air Conditioners by Chin Hyuk Chang, Adarsh Rajasekharan Nair, Man Yeong Ha, Hyun Sik Yoon, Seok Beom Hong

“…To investigate condensate behavior, the WAC domain is divided into six regions based on the slinger ring’s rotational direction and impact. …”
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Some Identities Related to Semiprime Ideal of Rings with Multiplicative Generalized Derivations by Ali Yahya Hummdi, Emine Koç Sögütcü, Öznur Gölbaşı, Nadeem ur Rehman

“…By examining these conditions, the paper aims to provide new insights into the structural aspects of rings, particularly their commutativity in relation to the behavior of such derivations.…”
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A Golden Jackal based optimal operation and optimization of a virtual power plant involving renewable resources by Anubhav Kumar Pandey, Chaima Mansour, Nandini K. K., Vinay Kumar Jadoun, Jayalakshmi N. S.

“…Furthermore, the scheduling of the VPP system is carried out on a day-ahead basis and the outcome in terms of cost and emission is compared with the available work in the literature and the result reveals the effectiveness of the system in terms of quality solutions sets for the objectives, minimum computational time and better convergence behavior. In particular, there is a reduction in cost by 2.1% and 0.62% when compared with the salp swarm algorithm and beluga whale algorithm followed by 2.12% and 1.18% in emission. …”
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Measurement and prediction of small molecule retention by Gram-negative bacteria based on a large-scale LC/MS screen by François Le Goff, Julien Hazemann, Lukas Christen, Geoffroy Bourquin, Gabin Pierlot, Roland Lange, Philippe Panchaud, Cornelia Zumbrunn, Oliver Peter, Georg Rueedi, Daniel Ritz

“…No individual structural feature or physicochemical property explained the retention behavior. Machine learning (ML) models were trained using these results, and a gradient-boosted-tree model using 36 physicochemical compound descriptors proved most accurate. …”
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A Novel Parameter Estimation Method for Pneumatic Soft Hand Control Applying Logarithmic Decrement for Pseudo‐Rigid Body Modeling by Haiyun Zhang, Kelvin HoLam Heung, Gabrielle J. Naquila, Ashwin Hingwe, Ashish D. Deshpande

“…However, most modeling techniques face computational efficiency and complexity of parameter identification issues. …”
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Stock volatility as an anomalous diffusion process by Rubén V. Arévalo, J. Alberto Conejero, Òscar Garibo-i-Orts, Alfred Peris

“…Anomalous diffusion (AD) describes transport phenomena where the mean-square displacement (MSD) of a particle does not scale linearly with time, deviating from classical diffusion. This behavior, often linked to non-equilibrium phenomena, sheds light on the underlying mechanisms in various systems, including biological and financial domains.Integrating insights from anomalous diffusion into financial analysis could significantly improve our understanding of market behaviors, similar to their impacts on biological systems. …”
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PECCARY: A Novel Approach for Characterizing Orbital Complexity, Stochasticity, and Regularity by Sóley Ó. Hyman, Kathryne J. Daniel, David A. Schaffner

“…Permutation Entropy and statistiCal Complexity Analysis for astRophYsics (PECCARY) is a computationally inexpensive, statistical method by which any time series can be characterized as predominantly regular, complex, or stochastic. …”
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Exploring Layered Ruddlesden-Popper Structures for High-Performance Energy Devices by Ahmad Hussain, Sumaira Zafar, Nawishta Jabeen, Muhammad Usman Khan, Imtiaz Ahmad Khan, Mahmoud M. Hessien

“…Furthermore, as B/G > 1.75, the mechanical (elastic) properties have shown ductile behavior and mechanical stability. Using the Born stability criteria, the mechanical stability of the compounds is examined. …”
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Identifying time patterns in Huntington’s disease trajectories using dynamic time warping-based clustering on multi-modal data by Alexia Giannoula, Audrey E. De Paepe, Ferran Sanz, Laura I. Furlong, Estela Camara

“…For each identified cluster, polynomial fits that describe the time behavior of the assessed features are provided for an informative comparison, together with their averaged values. …”
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An improved neurogenetic model for recognition of 3D kinetic data of human extracted from the Vicon Robot system by Ivan V. Stepanyan, Safa A. Hameed

“… These days, it is crucial to discern between different types of human behavior, and artificial intelligence techniques play a big part in that.  …”
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Estimation of performance measures in a novel M/M/1 queueing model with reverse balking: A simulation-based approach by Asmita Tamuli, Dhruba Das, V. Deepthi, Amit Choudhury, Dibyajyoti Bora, Bhushita Patowari, Supahi Mahanta

“…In contrast, reverse balking reflects scenarios where customer behavior is influenced by more number of customers present in the system. …”
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On the design and fabrication of nanoliter-volume hanging drop networks by Matthew Wester, Jongwon Lim, Liliana Khaertdinova, Sriya Darsi, Neel Donthamsetti, Glennys Mensing, George Vasmatzis, Panos Anastasiadis, Enrique Valera, Rashid Bashir

“…Finally, fluid flow on the chip is demonstrated to align with expected behavior based on the principles derived for hanging drop networks. …”
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Efficacy of automated detection of motion in wildlife monitoring videos by Bruce G. Marcot, Teresa J. Lorenz, Philip Fischer, Ben G. Weinstein, Samuel Cowell

“…ABSTRACT Documenting biodiversity and wildlife behavior is time‐consuming and potentially invasive. …”
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Precision optimization of reactive squeezing flow in stratified fluids: A response surface exploration by Anum Shafiq, Tabassum Naz Sindhu, Muhammad Ahmad Iqbal

“…Chemically reactive squeezing flows play a crucial role in various industrial and engineering processes, such as in polymer manufacturing, chemical reactors, and biofluid mechanics, where precise control over fluid behavior is essential for optimizing product quality and efficiency. …”
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Quantitative Detection Method for Surface Angled Cracks Based on Laser Ultrasonic Full-Field Scanning Data by Chenwei Wang, Rui Han, Yihui Zhang, Yuzhong Wang, Yanyang Zi, Jiyuan Zhao

“…This study investigates the propagation behavior of ultrasonic waves and their interaction with surface angled cracks through theoretical calculations. …”
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Design of Chinese traditional Jiaoyi (Folding chair) based on Kansei Engineering and CNN-GRU-attention by Xinyan Yang, Nan Zhang, Jiufang Lv, Jiufang Lv, Jiufang Lv

“…Based on the top-ranked preference encoding, we designed a new Jiaoyi chair prototype, achieving significantly reduced prediction errors in final user testing (RMSE = 0.0034127, 0.0026915, 0.0035955).ConclusionThis research establishes a quantifiable intelligent design paradigm for modernizing cultural heritage through computational design.…”
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Complex Synchronization Dynamics of Electronic Oscillators–Part I: A Time-Domain Approach via Phase-Amplitude Reduced Models by Konstantinos Metaxas, Paul P. Sotiriadis, Yannis Kominis

“…This map efficiently captures the oscillator’s dynamics and enables accurate computation of resonance regions in the forcing parameter space. …”
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Decentralized Energy Swapping for Sustainable Wireless Sensor Networks Using Blockchain Technology by Umar Draz, Tariq Ali, Sana Yasin, Mohammad Hijji, Muhammad Ayaz, EL-Hadi M. Aggoune

“…The system is built using NS-3 to simulate node behavior, energy usage, and network dynamics, while Python manages the blockchain architecture, cryptographic security, and trading algorithms. …”
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Augmenting cybersecurity through attention based stacked autoencoder with optimization algorithm for detection and mitigation of attacks on IoT assisted networks by Kashi Sai Prasad, E. Laxmi Lydia, M. V. Rajesh, K. Radhika, Janjhyam Venkata Naga Ramesh, N. Neelima, Srinivasa Rao Pokuri

“…To manage the developing intricacy of cyberattacks, it is critical to have an effectual intrusion detection system (IDS), which can monitor computer sources and create data on suspicious or abnormal actions. …”
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Exploring Transformer-Based Learning for Negation Detection in Biomedical Texts by Ghadeer Althari, Mohammad Alsulmi

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