Performance evaluation, prediction analysis and optimization of experimental ORC using artificial neural networks (ANN) by Diki Ismail Permana, Federico Fagioli, Maurizio De Lucia, Dani Rusirawan, Istvan Farkas

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Explainable artificial intelligence (XAI) to find optimal in-silico biomarkers for cardiac drug toxicity evaluation by Muhammad Adnan Pramudito, Yunendah Nur Fuadah, Ali Ikhsanul Qauli, Aroli Marcellinus, Ki Moo Lim

“…We also found that the optimal in silico biomarkers selected based on SHAP analysis may be different for various classification models. …”
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Multivariate optimization for the development of a sample preparation procedure and evaluation of trace elements in plastic toys by Dayara Virgínia Lino Ávila, Sidnei Oliveira Souza, João Batista Pereira Junior, Victor Cerdà, Rennan Geovanny Oliveira Araujo

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Robust Framework for PMU Placement and Voltage Estimation of Power Distribution Network by Nida Khanam, Mohd. Rihan, Salman Hameed

“…The suggested method uses a hybrid Multi-Objective Particle Swarm Optimization and Differential Evolution (MOPSO-DE) algorithm to find the best PMU positions and the Weighted Least Squares (WLS) method to estimate voltage magnitude. …”
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<i>In vivo</i> evaluation of tropism and biodistribution of synthetic and natural adeno-associated viral vectors by next-generation sequencing by D. O. Maksimov, D. A. Naumova, E. A. Astakhova, V. V. Artemev, S. A. Biryukov, I. S. Abramov, A. A. Navoikova, N. V. Rudev, S. G. Feoktistova, O. V. Glazova, O. N. Mityaeva, P. Yu. Volchkov

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Optimization-Based Downscaling of Satellite-Derived Isotropic Broadband Albedo to High Resolution by Niko Lukač, Domen Mongus, Marko Bizjak

“…Next, the Differential Evolution (DE) optimization algorithm is applied to approximate albedo values to these segments so that their spatial aggregate matches the coarse-resolution satellite albedo, by proposing two novel objective functions. …”
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Capacity Evolution of Flexible Units Based on a Dual-Timescale Dynamic Model under Dual Carbon Goals by LI Kecun, HUANG Zhenyu, YOU Xingxing, QIU Gao, LIU Youbo, LIU Junyong

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Evaluating metagenomics and targeted approaches for diagnosis and surveillance of viruses by Sarah Buddle, Leysa Forrest, Naomi Akinsuyi, Luz Marina Martin Bernal, Tony Brooks, Cristina Venturini, Charles Miller, Julianne R. Brown, Nathaniel Storey, Laura Atkinson, Timothy Best, Sunando Roy, Sian Goldsworthy, Sergi Castellano, Peter Simmonds, Heli Harvala, Tanya Golubchik, Rachel Williams, Judith Breuer, Sofia Morfopoulou, Oscar Enrique Torres Montaguth

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A comprehensive evaluation of deep learning approaches for ground-level ozone prediction across different regions by Guanjun Lin, Hang Zhao, Yufeng Chi

“…This lack of uniformity in evaluations creates a gap in our understanding of the influence of different neural network architectures and depths on ozone concentration predictions. …”
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Next-generation nanocomposites: Optimizing Al2O3-CuO-ZnO and reduced graphene oxide for enhanced performance by Rahul Sharma, Harish Kumar, Rajni Kumari, Gaman Kumar, Bhawna Swami, Antresh Kumar, Gita Rani, Ramesh Kumar

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Optimization of production and evaluation of Microbial kojic Acid obtained from Sugarcane Molasses (SCM) by Aspergillus sp. by D. E. Mohamed, A. M. Alian, R. M. Mohamed

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On the Pareto Compliance of the Averaged Hausdorff Distance as a Performance Indicator by Andrés Vargas

“…Tools of this kind are called performance indicators, and their quality depends on the useful criteria they provide to evaluate the suitability of different candidate solutions to a given MOP. …”
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Propeller Design Optimization and an Evaluation of Variable Rotational Speed Flight Operation Under Structural Vibration Constraints by Nicolas Lima Oliveira, Afonso Celso de Castro Lemonge, Patricia Habib Hallak, Konstantinos Kyprianidis, Stavros Vouros, Manuel A. Rendón

“…Three different evolutionary algorithms generated a Pareto front, from which the optimal propeller design is selected. …”
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Generation and evaluation of a novel PI3K-targeting gene therapy in the failing mouse heart and healthy sheep heart by Sebastian Bass-Stringer, Daniel G. Donner, Clive N. May, Aya Matsumoto, Emma I. Masterman, Aascha A. D'Elia, Yi Ching Chen, Helen Kiriazis, Jieting Luo, Roger Chooi, Clara Liu Chung Ming, Paul Gregorevic, Colleen J. Thomas, Bianca C. Bernardo, Kate L. Weeks, Julie R. McMullen

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Evaluation of the effects of clearing agents, fixation, and process durations on cardiovascular tissue imaging with second harmonic generation and multi-photon modalities by Maedeh Makki, Zachary A. Molander, Sergio A. Pineda-Castillo, Devin W. Laurence, Shubhra Singhal, Yasmin Eltwafsha, Gerhard A. Holzapfel, Gerhard A. Holzapfel, Tingting Gu, Chung-Hao Lee

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Self-organizing maps to evaluate optimal strategies for balancing binary class distributions: a methodological approach by Alberto Nogales, Diego Guadalupe, Álvaro J. García-Tejedor

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Multi-objective optimization and algorithmic evaluation for EMS in a HRES integrating PV, wind, and backup storage by Ahmed A. Shaier, Mahmoud M. Elymany, Mohamed A. Enany, Nadia A. Elsonbaty

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Harnessing the sun: Framework for development and performance evaluation of AI-driven solar tracker for optimal energy harvesting by A M Almas Shahriyar Azad, Khaled Mohammad Shifullah Bhuiya, Sumaiya Rashid Shoshi, Jubayer Rahman Jamal, Sabbir Ahmed Udoy, Sadman Zilani, Abdullah Hawlather, Mehedi Hasan, Tabassum Roaidah Azad

“…The critical objective is optimizing the tilt and azimuth angles of solar panels to enhance energy generation potential. …”
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Optimizing Routine Educational Tasks through Prompt Engineering: A Comparative Study of AI Chatbots by Svitlana Skvortsova, Tetiana Symonenko, Kira Hnezdilova

“…The primary objective of this research is to develop and evaluate a structured methodology for designing prompts that maximize the relevance, completeness, and applicability of AI-generated outputs. …”
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The assessment of the use of vehicles with different types of drive in car-sharing systems by Ewelina Sendek-Matysiak

“…The results indicate that under current conditions, considering all evaluation criteria simultaneously, an electric-powered vehicle is the optimal solution. …”
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