Semi-Supervised Learning via Cross-Prediction-Powered Inference for Wireless Systems by Houssem Sifaou, Osvaldo Simeone

“…In many wireless application scenarios, acquiring labeled data can be prohibitively costly, requiring complex optimization processes or measurement campaigns. Semi-supervised learning leverages unlabeled samples to augment the available dataset by assigning synthetic labels obtained via machine learning (ML)-based predictions. …”
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Model-Free Predictive Control and Modified Multi-Phase Shift PWM Technique for a Semi-Dynamic Wireless EV Charging System by J. Rahulkumar, R Narayanamoorthi, Majed Alsafyani, Waleed Mohammed Abdelfattah

“…This research article proposes Model-Free Predictive Control and a Modified Multi-Phase shift Pulse Width Modulation technique for a semi-dynamic Wireless Resonant Inductive Power Transfer for an Electric Vehicle charging system. …”
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Developing an Ostrich Welfare Assessment Protocol (OWAP) in Intensive and Semi-Intensive Systems by Annalisa Previti, Diego Antonio Sicuso, Vito Biondi, Abrha Bsrat, Michela Pugliese, Behiru Gebrekidan, Annamaria Passantino

“…This study aims to develop a protocol for the welfare assessment of ostriches reared in intensive and semi-intensive systems using different indicators, which is feasible and time efficient. …”
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Integrating Large Language Models and Optimization in Semi- Structured Decision Making: Methodology and a Case Study by Gianpaolo Ghiani, Gianluca Solazzo, Gianluca Elia

“…Semi-structured decisions, which fall between highly structured and unstructured decision types, rely on human intuition and experience for the final choice, while using data and analytical models to generate tentative solutions. …”
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Optimizing Methanol Flow Rate for Enhanced Semi-Passive Mini-Direct Methanol Fuel Cell Performance by Laura Faria, Vicenta María Barragán

“…In this work, the effect of an additional pumping system to supply the methanol has been analyzed by varying the methanol flow rate within the pump’s range. …”
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Parametric optimization of flow in a solar chimney power plant under variable semi elliptical constraints by Rajamurugu Natarajan, S. Yaknesh, K B Prakash, Mohammed Al Awadh, Qasem M. Al-Mdallal

“…Validation with a straight tower inclined collector solar chimney (SSCPP) and existing literatures concluded that the semi-elliptical profile in the half-inclined collector model (HSCPP-1) enhances overall system performance. …”
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Optimized intelligent learning for groundwater quality prediction in diverse aquifers of arid and semi-arid regions of India by Imran Khan, Sarwar Nizam, Apoorva Bamal, Abdul Majed Sajib, Mir Talas Mahammad Diganta, Mohd Azfar Shaida, S.M. Ashekuzzaman, Stephen Nash, Agnieszka I. Olbert, Md Galal Uddin

“…This study evaluates GW resources across the diverse aquifer systems of arid and semi-arid regions of northwest India using the recently developed Root Mean Squared-Water Quality Index (RMS-WQI) model, optimized with machine learning (ML) techniques. …”
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Enhancing energy autonomy of greenhouses with semi-transparent photovoltaic systems through a comparative study of battery storage systems by Mohammadreza Gholami, Ali Arefi, Anwarul Hasan, Chengdao Li, S. M. Muyeen

“…Abstract Effective energy management is crucial in greenhouse farming to ensure efficient operations and optimal crop growth. This study investigates the energy autonomy—defined as the ratio of on-site energy generation to the total energy demand—of greenhouses equipped with semi-transparent photovoltaic (STPV) systems under two scenarios: with and without a Battery Energy Storage System (BESS). …”
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The impact of butyrate on glycemic control in animals and humans: a comprehensive semi-systemic review by Nouhaila Hamari, Ellen E. Blaak, Emanuel E. Canfora

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THE OPTIMIZATION OF THE REACTOR BLOCK OPERATING PARAMETERS OF UNIT WITH A SOLID HEATING AGENT by A. A. Selivanov, O. V. Afanaseva, A. N. Mrakin, G. K. Zhanaev, A. Yu. Kamaev

“…In the article the questions of optimization of technological parameters of mutual functioning of the system of apparatuses of the reactor block of semi-coking of slate with a solid heating agent (UTT) are considered.…”
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Time-delayed vibration control and parameter optimization of semi-active vehicle suspension designed for random road excitation by Yong Guo, Yong-Jing Li, Yan-Bo Wei

“…Under the influence of road excitations, the acquisition of optimal time-delayed feedback control parameters is deemed crucial for the improvement of the vibration reduction effect of semi-active vehicle suspension systems. …”
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Machine learning-led semi-automated medium optimization reveals salt as key for flaviolin production in Pseudomonas putida by Apostolos Zournas, Matthew R. Incha, Tijana Radivojevic, Vincent Blay, Jose Manuel Martí, Zak Costello, Matthias Schmidt, Tan Chung, Mitchell G. Thompson, Allison Pearson, Patrick C. Kinnunen, Thomas Eng, Christopher E. Lawson, Stephen Tan, Tadeusz Ogorzalek, Nurgul Kaplan, Mark Forrer, Tyler Backman, Aindrila Mukhopadhyay, Nathan J. Hillson, Jay D. Keasling, Hector Garcia Martin

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10 MW FOWT Semi-Submersible Multi-Objective Optimization: A Comparative Study of PSO, SA, and ACO by Souleymane Drabo, Siqi Lai, Hongwei Liu, Xiangheng Feng

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Conceptual and Simulated Semi-Automatic Urban Waste Management System using Global Systems for Mobile Communication and Customer Reliability Indices by L. Ogunwolu, A.D. Omiyale, O.O.E. Ajibola

“…In this paper, a conceptual and simulated semi-automatic approach to MSWM is considered using the prevalent Global Systems for Mobile Communication (GSM) technology to engage both the waste generators and collectors. …”
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Conceptual and Simulated Semi-Automatic Urban Waste Management System using Global Systems for Mobile Communication and Customer Reliability Indices by L. Ogunwolu, A.D. Omiyale, O.O.E. Ajibola

“…In this paper, a conceptual and simulated semi-automatic approach to MSWM is considered using the prevalent Global Systems for Mobile Communication (GSM) technology to engage both the waste generators and collectors. …”
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STRUCTURE ANALYSIS AND OPTIMIZATION OF MAGNETIC POLE COMBINED PERMANENT MAGNETIC SCREW by SONG XiaoQing, ZHANG YongXin, ZHANG JiaChen, ZHANG XiaoDong

“…On this basis, SORMP composite structure is optimized by Halbach array. The peak thrust and torque can be increased by 42.3% and 36.3% respectively, and the optimal auxiliary ratio <italic>λ</italic> =0.4.…”
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Enhancing Water Productivity and Flower Yield of Tuberose through Drip Fertigation and Optimized Land Configurations in Semi-Arid Region by Badrigari Soujanya, Dhara Singh Gurjar, Pothula Srinivasa Brahmanand, Ajai Kumar Tiwari, Samrath Lal Meena, Shiv Prasad, Basaraveni Gouthami, Aditya Machnoor, Naveen Kumar

“…Data were collected on flower yield, water productivity, and economic returns. The raised bed system consistently outperformed the flat bed system in water productivity and flower yield. …”
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The Optimization of Solutions of the Dynamic Systems with Random Structure by Miroslava Růžičková, Irada Dzhalladova

“…The paper deals with the class of jump control systems with semi-Markov coefficients. The control system is described as the system of linear differential equations. …”
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Fault Estimation for Semi-Markov Jump Neural Networks Based on the Extended State Method by Lihong Rong, Yuexin Pan, Zhimin Tong

“…By incorporating actuator and sensor faults as augmented state variables, an extended state observer is proposed to estimate system states and faults simultaneously. To alleviate network congestion and optimize communication resources, the Round-Robin protocol is adopted to schedule data transmission efficiently. …”
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A holistic framework for evaluating water security in agricultural systems in arid and semi-arid climatic regions by Shahla Dehghanpir, Ommolbanin Bazrafshan, Behnoush Farokhzadeh

“…The proposed multi-index framework provides valuable insights for developing targeted water management strategies to enhance agricultural sustainability, optimize irrigation efficiency, and reduce reliance on unsustainable water sources in water-stressed regions, offering crucial guidance for policymakers in arid and semi-arid environments.…”
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