Deep learning algorithms for classification of financial time series data by Lim, Kai Wei

“…This paper publishes the results of training a LSTM network to classify the daily movement of 10 technology sector stocks over 5 years. The results were contrasted with Gated Recurrent Unit (GRU) networks and Recurrent Neural Networks (RNN). …”
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Analysis of the role played by ligand-induced folding of the cocaine-binding aptamer in the photochrome aptamer switch assay by Shoara, Aron A., Churcher, Zachary R., Steele, Terry W. J., Johnson, Philip E.

“…The Photochrome Aptamer Switch Assay (PHASA) relies on ligand binding by an aptamer to alter the local environment of a stilbene compound covalently attached to the 5' end of the aptamer. We used the PHASA with both structure switching and non-structure switching versions of the cocaine-binding aptamer. …”
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Crystal phase control in two-dimensional materials by Wang, Jialiang, Wei, Yang, Li, Hai, Huang, Xiao, Zhang, Hua

“…In this contribution, we review the recent development of crystal phase control in 2D materials, including group V and VI. transition metal dichalcogenides (TMDs), group IVA metal chalcogenides and noble metals. …”
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Cyclic deformation and lattice strain distribution of high Nb containing TiAl alloy by Ding, Jie, Shi, Shan, Dong, Zhili, Lin, Junpin, Ren, Yang, Wu, Xiaodong, Chang, Hui, Zhou, Lian

“…Low cycle fatigue of lamellar TiAl with 8.5 at.-%Nb was studied with a total strain amplitude of 0.28% at three temperatures: room temperature, 750°C and 900°C. …”
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A new methodology to calculate process rates in a kinetic Monte Carlo model of PAH growth by Leon, Gustavo, Eaves, Nick, Akroyd, Jethro, Mosbach, Sebastian, Kraft, Markus

“…It shows good agreement with the results from simulations using a detailed chemical mechanism under conditions relevant to flames (temperatures between 1000 and 2500 K, equivalence ratios between 0.5 and 10). The new methodology is used to calculate the rate of different stochastic processes in KMC simulations of PAH growth of premixed ethylene-oxygen flames. …”
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Preparation of porous carbon materials by polyphosphazene as precursor for sorption of U(VI) by Liu, Xiaopeng, Liu, Yan, Wang, Yun, Yuan, Dingzhong, Liu, Jinbiao, Chew, Jia Wei

“…The results indicated that the optimal pH value was 5.0 and the equilibrium time was 60.0 min. The maximum sorption capacity from experimental results was 425.16 mg/g. …”
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Ion-exchange controlled surface engineering of cobalt phosphide nanowires for enhanced hydrogen evolution by Xu, Rongrong, Jiang, Tengfei, Fu, Zheng, Cheng, Ningyan, Zhang, Xingxiu, Zhu, Kun, Xue, Huaiguo, Wang, Wenjun, Tian, Jingqi, Chen, Peng

“…They are applied for hydrogen evolution reaction with high stability, achieving a current density of 100 mA cm-2 at an overpotential of 114 mV. Based on both comprehensive state-of-the-art experimental characterizations and theoretical investigations, the excellent catalytic performance is attributed to increased active sites, facilitated charge transfer and transport, as well as weakened H adsorption and strengthened H2O adsorption due to the synergistic effects of S dopants and P vacancies.…”
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Insights into improving photoelectrochemical water-splitting performance using hematite anode by Devi, Hemam Rachna, Ong, Boon Chong, Zhao, Xin, Dong, Zhili, Nanda, Karuna Kar, Chen, Zhong

“…TiO2 passivation enhances the photovoltage, resulting in a cathodic shift in the onset potential (≈170 mV with respect to prepassivation). Further, the FeOOH cocatalyst decoration improves the reaction kinetics, thereby improving the overall photoassisted water oxidation performance.…”
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Directional emission from electrically injected exciton-polaritons in perovskite metasurfaces by Wang, Yutao, Tian, Jingyi, Klein, Maciej, Adamo, Giorgio, Ha, Son Tung, Soci, Cesare

“…Here a high-finesse metasurface cavity is monolithically patterned in the channel of a perovskite light-emitting transistor to induce a large Rabi splitting of ∼200 meV and more than 50-fold enhancement of the polaritonic emission compared to the intrinsic excitonic emission of the perovskite film. …”
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Automated pipetting robot for proxy high-throughput viscometry of Newtonian fluids by Soh, Beatrice W., Chitre, Aniket, Lee, Wen Yang, Bash, Daniil, Kumar, Jatin N., Hippalgaonkar, Kedar

“…Our model can predict the viscosity of Newtonian fluids with an error of 6.5%. We also showcase the flexibility of our platform by integrating a custom-design tip for a different viscosity range.…”
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Visualized simulation platform development of cyber physical systems by Low, Xin Hui

“…Recent years have witnessed the rapid development of cyber physical systems (CPS) due to advances in information and communication technology (ICT), in particular, the recent 5G-based Internet of things (IoT) technologies. …”
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Advances and applications of large language models II by Ng, Qi Xuan

“…By integrating LLMs with other libraries, Convo2Calendar functions as a comprehensive 5-in-1 virtual meeting minute writer, including a bias-free transcription and a user-friendly 24/7 Q&A service.…”
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Longitudinal effects of physical discipline on specific dimensions of childhood anxiety by Leow, Jerron

“…• In Singapore, more than 80% of parents use physical discipline on their children (from 4.5-11 y/o; Sudo et al., under review). • Physical discipline has been linked to many negative developmental outcomes, including anxiety (e.g., Gershoff et al., 2010; Lansford et al., 2010; Liu, 2015)…”
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Design of an efficient DC-DC converter for solar energy conversion by Mohamed Ali Ibrahim.

“…A piecewise linear model is used to model the I-V characteristic of a photovoltaic array (PV). …”
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Graphene-based gas sensor by Sun, Boyuan.

“…In this project, we are going to step into the realm of graphene and discover the truth of the nature by means of both theoretical and experimental methods. I-V characteristics and gas sensing characteristics are mainly focused on in the experimental part of this project.…”
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How to profit from pharmaceutical IPO first day returns. by Chew, Benjamin Wei Chiang., Chua, Hui Ting., Soon, John Hao Han.

“…Our model proves to be especially useful in reducing the chances of bad investments in overpriced IPOs, with 87.5% of the firms with negative first day returns accurately predicted.…”
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Development of brain-computer interface based game for attention-deficit children by Sheoran, Pranava.

“…Attention deficit-hyperactivity disorder (ADHD) is one of the most common neurobehavioral disorders in children, characterized by significant difficulties of inattention, hyperactivity and impulsiveness. About 3 to 5 percent of children suffer from ADHD worldwide. …”
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Learning automations in game engine by Ju, Peng

“…In Chapter 3, the process of software programming is introduced and the implementation of AI agents is discussed in Chapter 4. Finally, in Chapter 5, this report is concluded and recommendations are provided.…”
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Metrics of story architecture in Asian genre films by Wong, Kenneth Chee Khuen

“…While the previous research’s focus is on the stereo soundtrack of films, this project focuses on the 5.1 Surround soundtrack. The project focuses on Asian Vengeance films. …”
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Fairness analysis in algorithm design by Guo, Yuewen

“…One of the most comprehensive algorithms, Opti- mised Pre-processing method has been examined with experiments, and 5 most commonly used machine learning classification models have been built to validate the algorithm’s bias mitigation performance.…”
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