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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Optimising high porosity 3D scaffold by wet electrospinning by Ong, Su Ming

“…Micro fibrous scaffolds can be considered as a possible solution to tackle this problem and facilitate bone regeneration. The major components of bone tissue engineering consist of the scaffold, cells, and growth factors. …”
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Image processing : design and development of UML use case diagram reader by Rohaizad Noordin

“…An interface will be implemented to facilitate in the imaging processes and feedbacks display.…”
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Estimation for the single-index models with random effects by Pang, Zhen., Xue, Liugen.

“…Also, the estimator of the link function achieves optimal convergence rate. These results facilitate the construction of confidence regions and hypothesis testing for the parameters of interest. …”
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Structural study of enteroviruses by Qin, L

“…Finally, an <em>in-vitro</em> host cell membrane mimetic system is optimized to visualize virus-cell attachment and membrane penetration (chapter 5), together with powerful EM tools this will facilitate obtaining detailed structural information of virus entry in the near future.…”

Perceived climate risk and stock prices: an empirical analysis of pricing effects by Ameur, HB, Dao, D, Ftiti, Z, Louhichi, W

“…Our findings have implications for market participants, as understanding the relationship between perceived climate risk and asset prices is crucial for investors seeking to navigate the financial implications of climate change and for policymakers aiming to promote sustainable financing and mitigate the potential damaging effects of climate risk on financial markets, and a pricing model that accurately incorporates perceived climate risk can facilitate this understanding.…”