Machine learning for industrial IOT by Yeow, Brandon Wei Liang

“…The algorithm preferentially chooses to run FedAvg to reduce bandwidth cost unless historically this peer has not provided significant improvement. Sharing data is done when there is little improvement left for FedAvg to achieve and we have sufficient bandwidth for it.…”
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Characterization of mechanical properties of polyurea by You, Mei Yu

“…However, most research on the curing and characteration of polyurea are done on spray coating polyurea, and the effects of various curing factors on thick layers are not well understood. …”
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Designing a sustainable and robust pipeline for integrating tensorflow motion capture models into unity by Chua, Zeta Hui Shi

“…Therefore our solution is to implement a sustainable and robust motion capture pipeline for developers to utilize, specifically for Unity, to easily add motion capture technology to metaverse avatars and thereby improving virtual social interactions between avatars. This can be done by automating the process of transfering Tensorflow.js based motion capture data directly to a Unity 3D environment, thereby reducing the friction of developing immersive and interactive Metaverse applications. …”
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Low-power flip-flop circuits for high-performance systems by Tang, Pey Chyi.

“…The conditional circuitry was removed from this circuit and modification was done to the sensing stage to improve on the power consumption and the CLK-to-Q delay. …”
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Machine learning and deep learning methods for exchange-traded fund trading by Jeremia, Alexander

“…Due to the interest in the field, many have done research on the performance of different type of Machine Learning models. …”
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Single step production of ammonia feedstock by high temperature solid oxide electrolyser cell by Suparmaniam, Katiravan

“…Thus, further research has to be done to achieve a more durable and sustainable cell which can be scaled and commercialised.…”
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Study on human motion prediction for human robot collaboration in manufacturing by Li, Kaixu

“…However, most of the current researches are done in general urban traffic roadway environments such as outdoor crosswalks or indoor walking environments like shopping malls or metro entrances. …”
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Whole genome analysis of Hawksbill turtles in Singapore reveals their genetic adaptations to disease and sensory perception by Desai, Archita Sanjay

“…The whole genomes of 18 hawksbill turtle individuals with 3.6 million single nucleotide polymorphisms (SNPs) were analysed to identify regions of positive selection. This was done by computing Integrated Haplotype Homozygosity Scores (iHS) and demarcating regions of disproportionately high haplotype homozygosity. …”
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Model predictive control for obstacle avoidance in drone swarms by Neo, Marcus Zi Chao

“…If the drone detected an obstacle in front of it, it would follow a certain trajectory until the obstacle was no longer directly in front of it. This simulation was done as part of the author and his team’s preparation for the annual Singapore Amazing Flying Machine Competition (SAFMC) 2024. …”
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Intelligence failure in U.S. counterterrorism by King, Brian Allen

“…This is significant because it supports the conclusion that more can be done in the analytical and information sharing domains to prevent al-Qaeda and insider threat attacks, while supporting the idea that state-sponsored attacks will be less likely to have data available to connect prior to an attack due to the higher degree of professionalism and advanced operational security resources available to government intelligence services supporting the attack planning.…”
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A real time speech translator application for Android by Ang, Xue Yin

“…The translation function is done by implementing Google translate, TTS functions in the Android library and the eSpeak speech synthesis engine in the application. …”
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Unlocking the mysteries behind baby viral videos. by Chung, You Lun., Tan, Peck Lim., Sia, Shang Ying.

“…Although there are a few researches that explored how videos become viral, minimal research has been done to understand the complexity behind baby-related viral videos. …”
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Study of cascade failures of power grids by Ng, Jason Wei Long.

“…The high and low load attacks were done on this network and the highest load attack was found to create a greater effect on this network. …”
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Photonic crystal enhanced lasers by Oon, KaiXiang.

“…Firstly, Dotshape.f90 was a software previously used and was modified to ease the trouble of calculation done manually. The reason is because manual work is very tedious and there is also a high possibility of making human error while dealing with many numbers. …”
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Modeling of outdoor natural ventilation and energy performance for buildings in an industrial park by Tan, Joel Heang Kuan.

“…After which simulations are done and validated against experiment results to further evaluate the optimal height. …”
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Elucidation of the ion transport mechanisms in CorA, a divalent cation transporter. by Nurhuda Nordin.

“…Lastly, I was able to uncover the molecular mechanisms for how Thermotoga maritima CorA selects for Co2+ over Mg2+. This selection is done through threonine residues inside the channel, as exchange of these residues to serine makes CorA more Mg2+ selective. …”
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Durability of woven composite structures by Satrio Wicaksono

“…Material characterization has been done on L-930 flame retardant woven carbon-epoxy using accelerated testing methodology proposed by Miyano. …”
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Lightscape application with light stencils by Lee, King Hung

“…Light painting is a popular photography nowadays. It is done by recording the trail of light in a single exposure. …”
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Development of biomimetic 3D cancer platform for drug testing by Ker, Sia Fong

“…Hence, future work or improvement to the 3D biomimetic culture model have to be done before we could fully understand whether EMT and MET of highly invasive tumor cell lines are critically determined by the physical and material characteristics of the microenvironment.…”
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Healthcare alarm system by Ng, Xue Ting

“…In this report it records and depicts what the student have learned and done over the 2 semesters which includes areas like brainstorming which ideas to use, researching, understanding how to program using Matlab software and Arduino software, troubleshooting for both hardware and software, also the steps and implementation of the whole project.…”
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