Challenges of manufacturing for energy efficiency: towards a systematic approach through applications of machine learning by Elaheh Gholamzadeh Nabati, Maria Teresa Alvela Nieto, Dennis Bode, Thimo Florian Schindler, André Decker, Klaus-Dieter Thoben

“…This gap is addressed in this paper. Research method The paper follows a qualitative research method to understand the manufacturing processes and their challenges in improving energy efficiency. …”
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In Situ Calculation of Spaceflight Magnetometer Coupling Coefficients for Interference Removal Using the Reduction Algorithm for Magnetometer Electromagnetic Noise (RAMEN) by Alex P. Hoffmann, Mark B. Moldwin

“…When two magnetometers are placed collinearly on a boom, gradiometry can be performed by modeling the spacecraft's field as a dipole and subtracting it from the magnetometer measurements. …”
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The Influence of Financial Literacy, Financial Inclusion, and Financial Attitude on the Financial Performance of Depok UMKM Through Financial Management as an Intervening Variable by Annisa Diana Putri, Elwisam Elwisam

“…The data analysis method used is Structural Equation Modelling-Partial Least Squares (SEM-PLS) on WarpPLS 7.0 application software. …”
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A topological approach to understanding crack initiation and propagation in carbon fiber reinforced polymer composites under an opening load by Mayrene Uy, Daiki Kido, Masao Kimura

“…From a materials perspective, this methodology allows integration of not just crack length but also 3D crack shape into predictive models, offering valuable insights for optimizing the performance and extending the lifetime of carbon fiber/epoxy composites.…”
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Mediating role of dysfunctional obsessive beliefs in the relationship between attachment styles and nomophobia in nursing students by MohammadMahdi Akbarzadeh

“…Aim: The present study aimed to examine the mediating role of dysfunctional obsessive beliefs in the relationship between attachment styles and nomophobia among nursing students. Method: A descriptive-correlational study using structural equation modeling was conducted. …”
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An unsteady axisymmetric flow of MHD williamson nanofluid, incorporating entropy generation and radiative heat transfer effects, over a radially stretching surface by Mohammed Almakki, Hiranmoy Mondal, Sabyasachi Mondal

“…Additionally, convective boundary conditions are included in the boundary layer fluid flow analysis, with modeling of key fluid field parameters such as concentration, temperature, and momentum of the Williamson nanofluid. …”
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Optimization of polyphenols extraction by deep eutectic solvent from broccoli stem and characterization of their composition and antioxidative effects by Bingqing Wang, Peiyun Chen, Huien Zhang, Yanlei Chen, Liqing Chen

“…To efficiently extract polyphenols from broccoli stems, we herein describe an updated deep eutectic solvent extraction (DESE) method. Response surface modeling was utilized for optimization of the DESE method, achieving the best yield of 5.10 ± 0.04 mg polyphenols/g broccoli stem powder under the following conditions: solvent, choline chloride-urea (molar ratio 1:3); extraction temperature, 80 °C; extraction duration, 55 min; water content, 60%; and liquid-solid ratio, 41:1 mL/g. …”
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Lightweight Deepfake Detection Based on Multi-Feature Fusion by Siddiqui Muhammad Yasir, Hyun Kim

“…In order to reduce the computational burden usually associated with DL models, our method integrates machine learning classifiers in combination with keyframing approaches and texture analysis. …”
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Voltage vulnerability curves: Data-driven dynamic security assessment of voltage stability and system strength in modern power systems by Aleksandar Boričić, Marjan Popov

“…Nevertheless, the rising complexity of modelling and analysis of dynamics in modern power systems makes this task increasingly challenging. …”
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Enhanced thermal performance of variable cross-section solar collectors: a case study in Santiniketan, India by Pranab Kanti Roy

“…Abstract We present analytical models for variable cross-section absorber plate solar collectors, where the thermal conductivity, overall heat loss coefficient, and incident solar heat flux are power-law functions of temperature. …”
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Efficient design of Voronoi energy-absorbing foams using Bayesian optimization by Youngtaek Oh, Byungjo Kim, Hayoung Chung

“…Then, Bayesian optimization with Kriging efficiently updates the design, exploring the complex design space through high-fidelity nonlinear finite element analysis. The proposed design method is efficient in structural optimization as it combines a strategy to reduce the number of samples required for surrogate modeling of structural response and optimal search, but it also generates multiple design outcomes with similar advantages due to the intrinsic variance of the Voronoi structures.…”
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Field-scale evaluation of low-elevation and mobile drip irrigation systems by Masoumeh Hashemi, Matt Yost, Jonathan Holt

“…Finally, relative yield changes were simulated using the most accurate machine learning models for each irrigation technology. The sensitivity of feature importance was evaluated using sensitivity analysis and SHAP (SHapley Additive exPlanations), an interpretable machine learning method based on game theory. …”
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Cross-modal gated feature enhancement for multimodal emotion recognition in conversations by Shiyun Zhao, Jinchang Ren, Xiaojuan Zhou

“…This function employs a dual-supervision mechanism with teacher and student models, ensuring consistency in single-modal, bimodal, and trimodal feature representations. …”
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Submarine Cable Vibration Signal Recognition Based on Sparrow Search Algorithm Optimized Support Vector Machine by GUO Jiaxing, QIAN Junxia, LIU Rui, MA Hongjuan

“…Specifically, the accuracy of the test set reaches 95%, surpassing that achieved by other algorithm models.…”
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Driving Sustainability Performance in Indonesian SMEs: The Role of Cloud-Based Accounting Information Systems and Digital Transformation by Purwantini Anissa Hakim, Prasetya Wahyu Anggit, Hidayati Luk Luk Atul, Maharani Betari, Aligarh Frank

“…Data were collected from 151 SMEs using the convenience sampling method. Structural Equation Modelling-Partial Least Squares (SEM-PLS) was employed for data analysis. …”
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The Mechanical Characterization of a Gyroid-Based Metamaterial by Compression Testing by Andrea Ciula, Gianluca Rubino, Pierluigi Fanelli

“…Specimens were fabricated by 3D printing based on Liquid Crystal Display (LCD) technology, and compression tests were conducted to measure the equivalent Young’s modulus. Numerical models developed using Finite Element Method (FEM) analysis were validated through the experimental findings. …”
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A Numerical Study on a Vertical-Axis Wind Turbine with Inclined Arms by Agostino De Marco, Domenico P. Coiro, Domenico Cucco, Fabrizio Nicolosi

“…Then an in-depth CFD analysis is presented and discussed.…”
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Listening to CLIL Practitioners by Jermaine S. McDougald, Daniela Duarte Gómez, Laura Susana Quesada Gutiérrez, Félix Gonzalo Sánchez Córdoba

“…Using the grounded theory approach, data analysis showed that the participants had limited awareness of the CLIL approach and principles. …”
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Rancang Bangun Peta Digital Desa di Kaligentong Boyolali Berbasis Web dan Android by Rizkha Ajeng Rochmatika, Sindung Hadwi Widi Sasono, Amin Suharjono, Eko Supriyanto, Muhlasah Novitasari Mara, Agus Rochadi, Nurul Hidayah, Nuriyana Rohmah

“…This study aims to create a dynamic digital mapping of villages for Kaligentong Village so that it is more efficient in finding and managing information related to geographical conditions and potential of Kaligentong Village. The method used is waterfall which consists of the stages of analysis, planning, modeling, construction, and testing. …”
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From Administrative Price to Market Value of Real Estate. The Evolution of the Valuation System in Poland by Źróbek Sabina, Renigier-Biłozor Małgorzata, Źróbek Ryszard

“…The article applies the method of historical research, using a temporal perspective dating back to 1985, to trace the evolution of market valuation principles for real estate in Poland. …”
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