Toward physics-guided safe deep reinforcement learning for green data center cooling control by Wang, Ruihang, Zhang, Xinyi, Zhou, Xin, Wen, Yonggang, Tan, Rui

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An approximation approach to simultaneous scheduling and routing in smart factories by Lim, Che Han

“…To satisfy operational demands and bridge the gap between practice and theory in smart manufacturing scheduling, this research uses flexible manufacturing systems (FMS) as a testbed. A typical FMS comprises a network of flexible job shops connected by guideways plied by transporters to pick up and deliver jobs between job shops. …”
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An analysis of the AAḃ asymmetric encryption scheme on embedded devices for IoT environment / Syed Farid Syed Adnan by Syed Adnan, Syed Farid

“…A feasibility assessment for an AAḃ cryptosystem for sensor nodes including a client to server testbed with wireless communications was carried out in the final stage. …”
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Modelling the Spectra of Brown Dwarfs by Garland, R

“…As brown dwarfs are free-floating objects, it is possible to attain much higher resolution spectra than with exoplanets because we do not have to subtract out the light from the host star, and thus they provide the perfect testbed for atmospheric modelling of objects beyond our Solar System. …”

Unmanned Aerial Systems : Theoretical Foundation and Applications / by Koubâa, Anis, editor 650787, Azar, Ahmad Taher, editor 629881, ScienceDirect (Online service) 7722

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An open-access accelerated adult equivalent of the ABCD Study neuroimaging dataset (a-ABCD) by Kristina M. Rapuano, May I. Conley, Anthony C. Juliano, Gregory M. Conan, Maria T. Maza, Kylie Woodman, Steven A. Martinez, Eric Earl, Anders Perrone, Eric Feczko, Damien A. Fair, Richard Watts, B.J. Casey, Monica D. Rosenberg

“…The a-ABCD dataset provides a unique testbed for characterizing the reliability of brain function, structure, and behavior across imaging modalities in adulthood and benchmarking neurodevelopmental change observed in the open-access ABCD Study.…”
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The User Interface Elements and Their Impact on Website Usage by Mahdi Zahedi Nooghabi, Rahmatollah Fattahi, Javad Salehi Fadardi, Mohsen Nowkarizi

“…The four elements i.e. navigation, structure, graphics, and content of the Wikipedia's website were considered as the testbed and a set of tasks were defined and participants were asked to perform them, carrying these tasks out formed the interactive sessions. …”
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Toward Consistent Observational Constraints in Climate Predictions and Projections by Gabriele C. Hegerl, Andrew P. Ballinger, Ben B. B. Booth, Leonard F. Borchert, Lukas Brunner, Markus G. Donat, Francisco J. Doblas-Reyes, Glen R. Harris, Jason Lowe, Rashed Mahmood, Juliette Mignot, James M. Murphy, Didier Swingedouw, Antje Weisheimer

“…Furthermore, we illustrate that sub-selecting simulations from large ensembles based on reproduction of the observed evolution of climate variations is a good testbed for combining projections and predictions. …”
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Design and Implementation of a Smart Home System Using Multisensor Data Fusion Technology by Yu-Liang Hsu, Po-Huan Chou, Hsing-Cheng Chang, Shyan-Lung Lin, Shih-Chin Yang, Heng-Yi Su, Chih-Chien Chang, Yuan-Sheng Cheng, Yu-Chen Kuo

“…Furthermore, an experimental testbed for validating the effectiveness and feasibility of the smart home system was built and verified experimentally. …”
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Multispectrum rotational states distribution thermometry: application to the 3ν1 + ν3 band of carbon dioxide by R Gotti, M Lamperti, D Gatti, S Wójtewicz, T Puppe, Y Mayzlin, B Alsaif, J Robinson-Tait, F Rohde, R Wilk, P Leisching, W G Kaenders, P Laporta, M Marangoni

“…When applied in a reverse way, i.e. using a gas of known temperature, the approach becomes a stringent testbed for the accuracy of the adopted line-strength model.…”
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Multi-Source Multi-Domain Data Fusion for Cyberattack Detection in Power Systems by Abhijeet Sahu, Zeyu Mao, Patrick Wlazlo, Hao Huang, Katherine Davis, Ana Goulart, Saman Zonouz

“…Our fusion engine is further integrated into a cyber-physical power system testbed as an application that collects cyber and power system telemetry from multiple sensors emulating real-world data sources found in a utility. …”
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Signed, Sealed, and Delivered with Trust: Non-Resident Citizens’ Experiences of Newly Adopted Postal Voting by Hanna Wass, Johanna Peltoniemi, Marjukka Weide, Marjukka Weide, Miroslav Nemčok

“…The Finnish case constitutes a concrete example of a situation in which voter facilitation targeted to a particular segment of society may become a testbed for electoral engineering that will improve voting opportunities for everyone.…”
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The impact of task workload on cybersickness by Nathan C. Sepich, Nathan C. Sepich, Angelica Jasper, Stephen Fieffer, Stephen B. Gilbert, Stephen B. Gilbert, Michael C. Dorneich, Michael C. Dorneich, Jonathan W. Kelly, Jonathan W. Kelly

“…The Cybersickness Corn Maze VR testbed contained cybersickness-inducing stimuli and tasks with varying workload. …”
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Bridging the Performance Gap Between Two-Way and One-Way CSI-Based 5 GHz WiFi Ranging by Sherief Helwa, Jayson P. Van Marter, Shamman Noor Shoudha, Matan Ben-Shachar, Yaron Alpert, Anand G. Dabak, Murat Torlak, Naofal Al-Dhahir

“…The accuracy gains achieved by the proposed schemes are demonstrated using both simulations and an in-house WiFi testbed. Finally, we quantify the added complexity of our proposed scheme and show it to be insignificant compared to that of the MUSIC super-resolution ranging steps which confirms the practical viability of our proposed scheme.…”
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Global Scale Inversions from MOPITT CO and MODIS AOD by Benjamin Gaubert, David P. Edwards, Jeffrey L. Anderson, Avelino F. Arellano, Jérôme Barré, Rebecca R. Buchholz, Sabine Darras, Louisa K. Emmons, David Fillmore, Claire Granier, James W. Hannigan, Ivan Ortega, Kevin Raeder, Antonin Soulié, Wenfu Tang, Helen M. Worden, Daniel Ziskin

“…This assimilation system is built on the Data Assimilation Research Testbed (DART) and includes a meteorological ensemble to assimilate weather observations within the online Community Atmosphere Model with Chemistry (CAM-chem). …”
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RSSI-based LoRaWAN dataset collected in a dynamic and harsh industrial environment with high humidity by Azin Moradbeikie, Mojtaba Zare, Ahmad Keshavarz, Sergio Ivan Lopes

“…To evaluate the environmental effects on RSS in the harsh and highly dynamic industry, we present a comprehensive repository of Received Signal Strength Indicator (RSSI) measurements, collected in a harbor as a testbed featuring three LoRa gateways and one mobile end node. …”
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Benchmarking the Effects on Human–Exoskeleton Interaction of Trajectory, Admittance and EMG-Triggered Exoskeleton Movement Control by Camila Rodrigues-Carvalho, Marvin Fernández-García, David Pinto-Fernández, Clara Sanz-Morere, Filipe Oliveira Barroso, Susana Borromeo, Cristina Rodríguez-Sánchez, Juan C. Moreno, Antonio J. del-Ama

“…Furthermore, the INTENTION project is, to our knowledge, the first study to benchmark the effects on human–exoskeleton interaction of three different exoskeleton controllers, including a new EMG-based controller designed by us and never tested in previous studies, which has made it possible to provide valuable third-party feedback on the use of the EUROBENCH facility and testbed, enriching the apprenticeship of the project consortium and contributing to the scientific community.…”
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Development of the MESH modelling system for hydrological ensemble forecasting of the Laurentian Great Lakes at the regional scale by A. Pietroniro, V. Fortin, N. Kouwen, C. Neal, R. Turcotte, B. Davison, D. Verseghy, E. D. Soulis, R. Caldwell, N. Evora, P. Pellerin

“…This modelling framework is at the heart of a testbed proposal for the Hydrologic Ensemble Prediction Experiment (HEPEX) which should allow us to make use of the North American Ensemble Forecasting System (NAEFS) to improve streamflow forecasts of the Great Lakes tributaries, and demonstrate how MESH can contribute to a Community Hydrologic Prediction System (CHPS).…”
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Grid-Based Essential Urban Land Use Classification: A Data and Model Driven Mapping Framework in Xiamen City by Xi Wang, Bin Chen, Xuecao Li, Yuxin Zhang, Xianyao Ling, Jie Wang, Weimin Li, Wu Wen, Peng Gong

“…Specifically, we selected Xiamen, Fujian, in China, a coastal city, as the typical testbed to implement this proposed framework and apply an AI transfer learning technique for grid and parcel land-use study. …”
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Exploiting Machine Learning for Improving In-Memory Execution of Data-Intensive Workflows on Parallel Machines by Riccardo Cantini, Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio

“…The effectiveness of the machine learning-based predictor and the scheduling strategy were demonstrated experimentally using as a testbed, Spark, a high-performance Big Data processing framework that exploits in-memory computing to speed up the execution of large-scale applications. …”
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