Temperature Control Performance Improvement of High-Power Laser Diode with Assistance of Machine Learning by Yaohui He, Xiaoli Jin, Pixian Jin, Jing Su, Fang Li, Huadong Lu

“…In this paper, a machine learning-based temperature controller for high-power LDs is reported. It is implemented by developing a back-propagation neural network (BPNN) with an adaptive dynamic adjustment strategy (ADAS) temperature controller which integrates a constant-current-source circuit into the conventional proportional-integral-derivative (PID) temperature-controlling circuit. …”
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Enhancing Gen3 for clinical trial time series analytics and data discovery: a data commons framework for NIH clinical trials by Meredith C. B. Adams, Meredith C. B. Adams, Meredith C. B. Adams, Colin Griffin, Hunter Adams, Stephen Bryant, Robert W. Hurley, Robert W. Hurley, Robert W. Hurley, Umit Topaloglu, Umit Topaloglu

“…We describe the technical implementation of cloud-native architecture and integrated visualization tools that enable standardized analytics for longitudinal clinical trial data while adhering to FAIR principles. …”
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Affordable Cardiac Rehabilitation An Outreach Inter-Disciplinary Strategic Study (ACROSS) – Research Programme Protocol [version 1; peer review: 1 approved, 2 approved with reserva... by Sivadasanpillai Harikrishnan, Saidur Rahman Mashreky, Abraham Samuel Babu, Chaudhury Meshkat Ahmed, Sally Singh, Rakhshi Memon, Bhautesh Jani, Alastair Leyland, Walter Flores, Emma McIntosh, Alex McConnachie, Imran Bashir Chaudhry, Rod S Taylor, Panniyammakal Jeemon, Mithila Faraque, Karina Lovell, Amy Blakemore, Tahir Saghir, Nusrat Husain

“…Methods Four linked work packages (WPs). WP1 (cultural adaptation/refinement of home-based rehabilitation): examine rehabilitation implementation barriers/enablers from multiple stakeholder perspectives and co-develop a feasible and acceptable culturally & contextually adapted home-based programme, extended to take account of co-existing depression and/or anxiety; WP2 (external pilot): assess feasibility/acceptability of the co-developed rehabilitation intervention and study design and processes necessary for a full-scale trial; WP3: (multicentre/multi-country hybrid effectiveness and implementation randomised trial) determine the clinical and cost-effectiveness of a culturally adapted home-based rehabilitation intervention for people with coronary heart disease and/or heart failure and depression and/or anxiety; WP4 (capacity building): build research and rehabilitation delivery capacity. …”
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Cardiovascular Risk Estimation in Colombia Using Artificial Intelligence Techniques by Jared Agudelo, Oscar Bedoya, Oscar Muñoz-Velandia, Kevin David Rodriguez Belalcazar, Alvaro Ruiz-Morales

“…Our data even suggest that risk prediction using these techniques could be even more discriminative than widely used risk-stimulation models such as Framingham, adapted to the Colombian population. However, new prospective studies need to validate our data before general implementation.…”
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School-based intervention study examining approaches for well-being and mental health literacy of pupils in Year 9 in England: study protocol for a multischool, parallel group clus... by Jessica Deighton, Emily Stapley, Neil Humphrey, João Santos, Praveetha Patalay, Jan Rasmus Boehnke, Anna Moore, Paul Stallard, Daniel Hayes, Rosie Mansfield, Emma Ashworth, Eva Bonin, Sara Evans-Lacko, Bettina Moltrecht, Abigail Thompson, Kirsty Nisbet, Emma Thornton, Aurelie Lange

“…An economic evaluation will assess the cost-effectiveness of the interventions, and a process and implementation evaluation (including a qualitative research component) will explore several aspects of implementation (fidelity, quality, dosage, reach, participant responsiveness, adaptations), social validity (acceptability, feasibility, utility), and their moderating effects on the outcomes of interest, and perceived impact.Ethics and dissemination This trial has been approved by the University College London Research Ethics Committee. …”
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MANAGEMENT OF RECREATIONAL SERVICES IN UKRAINE DURING WARTIME: THE ROLE OF STATE POLICY AND BEST PRACTICES FROM EUROPE by O. I. Karyy, Yu. H. Bondarenko, I. Ya. Kulyniak, S. V. Ohinok

“…A comparative analysis of the implementation of recreational functions in Ukraine and the EU is conducted. …”
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The support of graphic representation for the analysis of the distribution and the preparation of temporary works in the post pandemic period by Mariapaola Vozzola

“…The spread of the Coronavirus19 has pushed the world community to re-evaluate the meaning of "normality", introducing new concepts in their daily habits, such as social distancing, use of personal protective equipment, implementation and introduction of temporary works. Thus defining a #newnormal, which has inevitably translated into the need to redesign and re-adapt the environments usually dedicated to sociality, work and education. …”
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Fine-grained vehicle recognition under low light conditions using EfficientNet and image enhancement on LiDAR point cloud data by Guanqiang Ruan, Tao Hu, Chenglin Ding, Kuo Yang, Fanhao Kong, Jinrun Cheng, Rong Yan

“…The approach involves collecting vehicle model data with LiDAR, performing projection transformation, enhancing the data using contrast limited adaptive histogram equalization combined with Gamma correction, and implementing vehicle model recognition based on EfficientNet. …”
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Teacher Training Students at the School of Albacete facing ECTS: perceptions and expectations by Ramón Cózar Gutiérrez, Manuel Jacinto Roblizo Colmenero

“…The purpose was to experiment in a realistic manner the relevant structural changes that adapting to the European Higher Education Area entail. …”
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An Improved Nonlinear Health Index CRRMS for the Remaining Useful Life Prediction of Rolling Bearings by Yongze Jin, Xubo Yang, Junqi Liu, Yanxi Yang, Xinhong Hei, Anqi Shangguan

“…In the normal state, a linear model is built, and a Kalman filter (KF) is implemented to determine the failure start time (FST). …”
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The RECHARGE-IPCRG 'Teach the Teacher' programme: building capacity for pulmonary rehabilitation in low- and middle-income countries by Juliet McDonnell, Mark Orme, Linzy Houchen–Wolloff, Noel Baxter, Amanda Barnard, Jaime Correia de Sousa, Ioanna Tsiligianni, Nikki Gardiner, Azamat Akylbekov, Gulzada Mirzalieva, Maamed Mademilov, Talant Sooronbaev, Richard Kasiita, Winceslaus Katagira, Bruce Kirenga, Savithri Wimalasekera, Thamara Amarasekara, Mathanki Sooriyakanthan, Ravini Karunatilake, Rubia Ishrat, Obaidullah Ahmed, Humaira Hanif, Prajjwal Dixit, Deepak Talwar, Shruti Sahasrabudhe, Meenakshi Bhakare, Sundeep Salvi, Sally J Singh

“…We used an adapted framework to evaluate professional learning and its impact…”
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Aggregation and the economy prototyping of municipality in the conditions of lability and robust changes by O. O. Komarevtseva

“…As part of the stated goal, the author is  supposed to conduct the economy prototyping of the municipality  based on built-in management platforms; to form an adapted risk  assessment model in the implementation of smart-project; to  propose an aggregated model for assessing the development of the economy.Materials and methods. …”
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INNOVATIONS INVITICULTURAL PRODUCTION IN POLAND UNDERCLIMATE CHANGE CONDITIONS by Mariusz Maciejczak

“…The estimates of the model, although randomized, suggest that there is a significantprobability that in Polish viticultural farms adaptation measures applied as a respond to these factors willresult with implementation of innovations and through overall development.…”
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Means of Improving the Management of Projects Financed by the European Union by Răzvan NISTOR, Ioana Natalia MUREŞAN

“…Projects financed by the European Union generate effects on organizations that implement them, on stakeholders and on the regions in which they are implemented. …”
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Innovative technologies in corporate sales management: a review of the current state and future directions by V. V. Grigorian

“…Results support the shift to predictive, data–driven approaches in sales due to the convergence of these technologies. Key implementation challenges are identified, including data security issues and the need for organizational adaptation. …”
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Redesigning of Flexible Learning Itinerary Configurator (FLIC) for the Design of Learning Situations in Compulsory Education (FLIC-IPAFLEX) by Jacoba Munar-Garau, Juan Moreno-Garcia, Barbara De-Benito-Crosetti, Jesus Salinas

“…This paper presents the redesign process of FLIC, a web application developed for creating personal learning itineraries in higher education, now adapted for primary and secondary education as FLIC-IPAFLEX. …”
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La Marina asturlucense by Fermín Rodríguez Gutiérrez, José Ángel Fernández Prieto, Jacobo Blanco Fernández, Héctor Rodríguez Cienfuegos

“…Moreover, shows the appropriateness of adjusting the rules and the institutional framework of governance to the functional reality of the territory, creating multilevel cooperation mechanisms adapted to the polimorphic micropolitan reality. …”
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Representaciones sociales y prácticas de combate: las figuras del coraje marcial en el Río de la Plata (1810-1820) by Alejandro M. Rabinovich

“…This process was meant to follow the lessons of the European military model, but its local implementation proved to be difficult and adaptations were required. …”
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Compulsory Insurance Against Damage Caused by Natural Disasters by Ann-Kristin Becker, Christoph Oslislo

“…Abstract Like the floods of 2002 and 2013, the consequences of the flood in July 2021 have dramatically demonstrated the need for comprehensive climate adaptation measures in Germany. In this context, the government has for the third time commissioned a working group to examine an insurance obligation against natural hazards. …”
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Ultra-Low-Power 0.35-V 0.63-nW/kHz Multi-Stacked Clock Oscillator With Adjustable Frequency and Duty-Cycling by Seyyedmohsen Seyyedrezaei, Jens Wagner, Frank Ellinger

“…This paper presents the analysis, design, and characterization of an on-chip ultra-low-power clock oscillator for sensor nodes, implemented in 130nm BiCMOS technology. The design employs a multi-stacked inverter-based ring oscillator topology which utilizes variable RC features to tune the oscillation frequency. …”
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