Is intrinsic value priced in the cross section of stock returns? by Panagiotis G. Artikis, Christos G. Kampouris

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To the analysis of methods and mechanisms of predictive modeling of onboard equipment reliability when solving problems of aircraft maintenance workload planning by B. I. Ogunvoul, V. D. Budaev, D. O. Sizikov, N. V. Gorbakon, A. V. Vlasova

“…At the same time, alternative versions of the methodology revealed more realistic error and correlation limits, which also confirms the reliability of the predictive models. …”
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Machine learning-based voice assistant: optimizing the efficiency of speech conversion for people with speech disorders by M.H. Antor, N.V. Chudinovskikh, M.V. Bachurin, A.A. Shurpikov, N.A. Khlebnikov, B.A. Bredikhin

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Low-Cost Honeycomb Biomass Adsorbent for Efficient Pt Recovery from Automobile Catalyst Waste by Rafał Olchowski, Patryk Szymczak, Ryszard Dobrowolski

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LE-YOLOv5: A Lightweight and Efficient Neural Network for Steel Surface Defect Detection by Chengshun Zhu, Yong Sun, Hongji Zhang, Shilong Yuan, Hui Zhang

“…First, we utilize ShuffleNetv2 as the backbone of the model, which greatly reduces the number of parameters. …”
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The Adsorption Efficiency of Chemically Prepared Activated Carbon from Cola Nut Shells by on Methylene Blue by Julius Ndi Nsami, Joseph Ketcha Mbadcam

“…The equilibrium adsorption data were analyzed by the Freundlich, Langmuir adsorption isotherm models. The kinetics of methylene blue solution was discussed by pseudo-first-order, pseudo-second-order, and Elovich models. …”
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THE ROLE OF AI APPLICATIONS IN ROMANIA’S BUSINESS AND ADMINISTRATION SECTORS by Liana Luminița BOCA, Carmen BOGHEAN

“…This paper examines the role of applications that use artificial intelligence, especially those that use Large Language Models (LLMs) and that provide real-time feedback, decision support system, data analysis and predictive forecasting in two important fields in Romania, the areas of interest being business and public administration. …”
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Efficient Gene Knockdown in Mouse Oocytes through Peptide Nanoparticle-Mediated SiRNA Transfection. by Zhen Jin, Ruichao Li, Chunxiang Zhou, Liya Shi, Xiaolan Zhang, Zhixia Yang, Dong Zhang

“…In the present study, we showed for the first time that our optimized program can efficiently knock down a target gene with high specificity. …”
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An Innovative Online Adaptive High-Efficiency Controller for Micro Gas Turbine: Design and Simulation Validation by Rui Yang, Yongbao Liu, Xing He, Zhimeng Liu

“…Firstly, a mathematical model of the micro-gas turbine is established, and a control strategy consisting of an on-board prediction model and an online update model is proposed. …”
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Efficient Gamma-Based Zero-Reference Deep Curve Estimation for Low-Light Image Enhancement by Huitao Zhao, Shaoping Xu, Liang Peng, Hanyang Hu, Shunliang Jiang

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Efficient Cache Performance Equivalent 2D-Texel to Memory Mapping Identification for Embedded GPUs by Ahmed El-Mahdy, Marwa K. Elteir, Kholoud Shata

“…This paper presents, for the first time, a parameterized model capable of describing the underlying multidimensional tiling layouts governing this mapping. …”
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Computationally Efficient Single Layer Transformer Convolutional Encoder for Accurate Price Prediction of Agriculture Commodities by Caceja Elyca Anak Bundak, Mohd Amiruddin Abd Rahman, Nurin Syazwina Mohd Haniff, Nur Syaiful Afrizal, Khairul Adib Yusof, Muhammad Khalis Abdul Karim, Md Shuhazlly Mamat, Romi Fadillah Rahmat

“…STCE is computationally efficient and does not compromise the accuracy of the prediction. …”
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DP-YOLO: A Lightweight Real-Time Detection Algorithm for Rail Fastener Defects by Lihua Chen, Qi Sun, Ziyang Han, Fengwen Zhai

“…To enable accurate and efficient real-time detection of rail fastener defects under resource-constrained environments, we propose DP-YOLO, an advanced lightweight algorithm based on YOLOv5s with four key optimizations. …”
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Mixed matrix membranes embedded with Janus mesoporous silica nanoparticles for highly efficient water treatment by Z. M. Mi, D. W. Zhang, D. M. Wang, Z. X. Liu

“…Porous Janus PMO-SO3H&SiO2-NR nanoparticle is the first time to be used as an effective additive to prepare mixed matrix membrane, providing a new approach to achieve highly efficient water treatment of UF membranes.…”
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An examination of the banking efficiency of the BRICS countries: A perspective derived from the oil price volatility by Ammar Jreisat, Mustafa Raza Rabbani, Sara Omran, Somar Al-Mohamad, Walid Bakry

“…The paper applies a two-stage model to process the empirical results consisting in using the Data Envelopment Analysis (DEA) to identify the scores of banks efficiency at a first stage (Stage 1) and determining how volatility in Oil price has impact on these scores of efficiencies on a second stage (Stage 2). …”
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Real-Time Transformer Detection of Underwater Objects Based on Lightweight Gated Convolutional Network by Yuhui LI, Huixia CUI, Yaomin LI, Senping JIA

“…The results reveal that compared to a series of excellent object detection models, the proposed model features sound detection performance and efficient real-time detection.…”
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Prediction and optimization of gas turbine secondary air system cooling efficiency based on deep learning by Yulong Yao, Bo Hu, Chuan Wang, Jiawei Fan

“…This work introduces an end-to-end framework that couples high-fidelity numerical simulation (NS) with an attention-augmented 1D-CNN (AM-1D-CNN) surrogate and gradient-based optimization to maximize SAS cooling efficiency under realistic bleed-air limits. First, a steady Reynolds averaged Navier–Stokes (RANS) model was validated against extensive experimental data (including LES spot checks at extreme operating points), achieving close agreement between time-averaged Nusselt number predictions and measured values. …”
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Efficiency of Renewable Energy Potential Utilization in European Union: Towards Responsible Net-Zero Policy by Ewa Chodakowska, Joanicjusz Nazarko, Łukasz Nazarko

“…The efficiency trends over time are also investigated. This approach offers a comprehensive assessment by considering both the technical performance and environmental constraints. …”
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Towards Efficient SAR Ship Detection: Multi-Level Feature Fusion and Lightweight Network Design by Wei Xu, Zengyuan Guo, Pingping Huang, Weixian Tan, Zhiqi Gao

“…Thus, guided by the principles of lightweight design, robustness, and energy efficiency optimization, this study proposes a three-stage collaborative multi-level feature fusion framework to reduce model complexity without compromising detection performance. …”
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A hybrid model based on the photovoltaic conversion model and artificial neural network model for short-term photovoltaic power forecasting by Ran Chen, Shaowei Gao, Yao Zhao, Dongdong Li, Shunfu Lin

“…First, the ANN model is designed to forecast the plane of array (POA) irradiance and ambient temperature. …”
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