Mean square consensus of multi-agent systems over fading networks with directed graphs by Xu, Liang, Zheng, Jianying, Xiao, Niao, Xie, Lihua

“…Compressed in-incidence matrix (CIIM), compressed incidence matrix (CIM) and compressed edge Laplacian (CEL) are firstly proposed to facilitate the modeling and consensus analysis. It is then shown that the mean square consensusability is solely determined by the edge state dynamics on a directed spanning tree. …”
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Simplified hybrid control strategy for stand-alone DC microgrid with photovoltaic system to extend battery lifespan by Yan, Hein Wai, Farivar, Glen G., Tafti, Hossein Dehghani, Ceballos, Salvador, Pou, Josep

“…Additionally, the proposed solution does not require the knowledge of the load, which facilitates its application. The effectiveness of the proposed control strategy is validated with simulation results.…”
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Closer and Closer Worlds: Using LLMs to Surface Personal Stories in World-building Conversation Games by Lee, Cassandra, Mindel, Jessica

“…This demonstration presents Closer Worlds, a 2-player digital game designed to facilitate intimate conversation through the magic of collaborative world-building. …”
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Monetary policy information extraction from open sources based on deep neural networks and natural language processing by Xue, Zixian

“…And the self-collected dataset is preprocessed to facilitate downstream tasks. Then, a text classification model based on deep learning is studied for the self-collected dataset. …”
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Demonstration system for contrastive learning-based semi-supervised community search by Wang, Sishi

“…In this project, we explore the user scenarios of the model, developing an interactive application designed to facilitate the visualization of COCLEP's outputs in comparison with the ground truth. …”
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Data analytics, modelling and optimization on HVAC systems by Sim, Xavier Yan Sheng

“…The primary objective of this study is to develop and train accurate forecasting models for the key metrics produced by HVAC systems, which would eventually facilitate efficient energy consumption, and monitor the overall performance of these HVAC systems. …”
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Genome-wide association analysis provides insights into the molecular etiology of dilated cardiomyopathy by Zheng, SL, Henry, A, Cannie, D, Lee, M, Miller, D, McGurk, KA, Bond, I, Xu, X, Issa, H, Francis, C, De Marvao, A, Theotokis, PI, Buchan, RJ, Speed, D, Abner, E, Adams, L, Aragam, KG, Ärnlöv, J, Raja, AA, Backman, JD, Baksi, J, Barton, PJR, Biddinger, KJ, Boersma, E, Lindgren, CM

“…They also provide insights into the molecular etiology of DCM that may facilitate the development of targeted therapeutics.…”

Learning to Ask Like a Physician by Lehman, Eric(Computer scientist)

“…We will release this dataset (and all code to reproduce baseline model results) to facilitate further research into realistic clinical QA and QG.…”
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Physics-Informed Deep Learning for Plasma Etch Optimization by Dighamber, Mohit

“…Future work includes utilizing the PINN model in a Bayesian framework to facilitate recipe optimization for the desired etch profile.…”
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3-D Topology Optimization of Spatially Averaged Surface-Enhanced Raman Devices by Hammond, Ian M.

“…The techniques developed in this study facilitate the practical design of 3-D systems that enhance incoherent emission through topology optimization.…”
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Sepiolite/PVDF nanocomposite films for Ionic polymer metal composites actuators by Koh, Faith Jun Ning

“…Upon the addition of modified SEP into the PVDF matrix, inner microchannels are formed which act as hydrophilic pathways to facilitate higher mobility of ions within the film. …”
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Effects of emotional expression and race familiarity on face identification by Lim, Joshua Wei Cong

“…While both happy and angry emotions were found to facilitate face identification to a similar extent, the findings from this study largely support the presence of the other-race effect as characterised by better recognition for Asian faces as opposed to Persian faces. …”
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StudentGO web application by Xie, Zijian

“…The group page has a chat board to facilitate discussion. StudentGo web application will provide a platform for students to communicate with their peers, find new friends and cultivate a community of like-minded students striving for excellence. …”
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Guidance and navigation of a wheeled mobile robot by Goh, Ing Jya.

“…Asynchronous communication channels are established between the onboard processors to facilitate the transferring of data and a half-duplex wireless platform is set up to allow non-local control of the mobile robot from a remote computer. …”
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Evaluation of membrane distillation system by Bhindo Velaayudan.

“…It is expected that this study can help identify potential approaches to improve permeation flux and to facilitate the practical applications of MD process.…”
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K-means clustering for feature extraction from wavelet-based flute signals by Ang, Yew Yee

“…Next, K-means clustering is implemented to aid in developing methodologies to further facilitate milling tool optimization parameters as well as tool wear abnormality detection subsequently. …”
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Simulation and result analysis of digital signal processing related algorithms using MATLAB by Koh, Chee Meng.

“…This project aims to study on the existing methods for logarithmic approximations in terms of accuracy so that the nature of errors of the approximations is better understood, which in terms will facilitate the search for new methods or ways to improve on the accuracy of logarithmic approximations. …”
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Frequency stabilization through dynamic load management by Rudy Tjandra.

“…It could lead to significant reduction in cost and carbon dioxide as well as it could help to facilitate the connection of intermittent renewable energy generation, such as solar and wind power. …”
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Energy and exergy analysis of wind in humid surrounding by Chia, Raymond Kang Rong

“…It is understood that with the use of wind turbine, it can facilitate the conversion of wind energy to electrical power via the means of mechanical system. …”
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Exchange rate prediction using computational intelligence by Kurniawan, Nikolas

“…Besides, a couple of data adjustment methods and features selection are applied to facilitate the system to produce an accurate prediction, which is found very critical to the system performance. …”
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