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4201
React based web-application for stock price forecasting with a novel stacking algorithm
Published 2022“…A plethora of machine learning based stock forecasting models have since been introduced. Today, the majority of the research papers that attempt stock price forecasting utilize machine learning models. …”
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Final Year Project (FYP) -
4202
A highly strained Al-Al σ-bond in dianionic aluminum analog of oxirane for molecule activation
Published 2022“…Since aluminum is the most electropositive element among the p-block elements, the construction of molecules bearing a dianionic Al-Al σ-bond is inherently highly challenging. …”
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Journal Article -
4203
A 0.061-mm² 1–11-GHz noise-canceling low-noise amplifier employing active feedforward with simultaneous current and noise reduction
Published 2022“…Moreover, no extra noise is introduced since the additional gm -boost amplifier follows the same noise-canceling (NC) principle as the CG amplifier, and its noise can be fully canceled at the output theoretically. …”
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Journal Article -
4204
Physically tailoring ion fluxes by introducing foamlike structures into polymeric membranes of solid contact ion-selective electrodes
Published 2022“…This was achieved despite sensor exposure to solutions exceeding the selectivity limit of the ISEs in 3 h intervals, allowing improvement of the potential reproducibility of the sensors. Since the introduction of foamlike structures into ISM is linked to temperature-controlled membrane deposition, it is envisaged that the method is generally applicable to all solid contact ion-selective electrodes that are based on polymeric membranes and require membrane deposition from the cocktail solution.…”
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Journal Article -
4205
Prediction of neutralising antibodies for novel coronavirus with machine learning
Published 2023“…Coronaviruses were responsible for three major viral outbreaks since the beginning of the 21st century, with the most recent outbreak being the coronavirus disease 2019 pandemic caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). …”
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Final Year Project (FYP) -
4206
Syntactic discovery of web service
Published 2009“…WSDL matching, the system will look into their operations, text descriptions, inputs and outputs contained in the services to evaluate their similarities. Since they are syntactic information, their approximation can be estimated using string matching algorithm available from many researches. …”
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Final Year Project (FYP) -
4207
On the robustness of average losses for partial-label learning
Published 2023“…Although PLL research has focused on IBS for better performance, ABS is also worthy of study since modern IBS behaves like ABS in the beginning of training to prepare for PL purification and TL selection. …”
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Journal Article -
4208
Stigma-making and narrative ethics in Singaporean cultural representations of HIV and AIDS
Published 2023“…Since the start of the AIDS epidemic in the 1980s, significant medical strides have improved the quality of life and life expectancy for people living with HIV. …”
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Thesis-Master by Research -
4209
Dynamical and statistical properties of anyons in fractional quantum hall effect
Published 2024“…This is because when a topological phase is assumed and the energy gap goes to infinity, anyons (“quasiholes”) are the only possible elementary excitations, since they are not energetically punished by the correspondng model Hamiltonian. …”
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Thesis-Doctor of Philosophy -
4210
Fabrication and testing of composites with oriented microstructures
Published 2024“…Electronic system design has been requiring critical attention and consideration especially since devices have been increasingly densely packaged. …”
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Final Year Project (FYP) -
4211
Channel assignment and power allocation for throughput improvement with PPO in B5G heterogeneous edge networks
Published 2024“…Unfortunately, uncoordinated radio resource allocation can reduce system throughput and lead to user inequity, for this reason, in this paper, channel allocation and power allocation problems are formulated to maximize the system sum rate and minimum user achievable rate. Since the construction model is non-convex and the response variables are high-dimensional, a distributed Deep Reinforcement Learning (DRL) framework called distributed Proximal Policy Optimization (PPO) is proposed to allocate or assign resources. …”
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Journal Article -
4212
Exploiting dynamic bifurcation in elastic ribbons for mode skipping and selection
Published 2024“…The results show that, since the snap-through processes of both planar beams and 3D ribbons are governed by the saddle-node bifurcation, the same scaling law for the delay applies. …”
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Journal Article -
4213
Numerical modeling of motion and deformation of cells in microscale hydrodynamic and electric fields
Published 2012“…For 3D problems however, the MPBLS method becomes tedious as usual, since the Lagrangian particles in 3D domain are not easily used to describe the information of surface-like interface. • The modified SIMPLER algorithm introduces an improved velocity correction to speed up the convergence of momentum equations, and further integrates a fine adjustment to satisfy the continuity equation with higher accuracy. …”
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Thesis -
4214
Flood inundation modeling under stochastic uncertainty
Published 2013“…Since the beginning of human history, flooding has been one of the most destructive and recurring natural disasters, which brings a serious threat to a broad range of population and properties all over the world. …”
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Final Year Project (FYP) -
4215
The inhibitory effect of medication on the anaerobic co-digestion of food waste and brown water
Published 2013“…The disposal of aspirin and paracetamol into the toilet is feasible at low concentration since the biogas production remains affected. However, medical practitioners could educate their patients on the proper medication disposal method as only two medications are investigated. …”
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Final Year Project (FYP) -
4216
Development of novel monitors for early detection of fouling in reverse osmosis systems
Published 2014“…With the usage of acoustic enhancers, the UTDR sensor was further adapted for the detection of the biofouling, which would otherwise be incapable of reflecting the ultrasound wave for detection due to insufficient difference in acoustic impedance since the bulk of biofilms are water medium. The combination with another online sensor, the Feed Fouling Monitor (FFM), further expanded the application of the UTDR sensor to predicting RO fouling through the measurements of foulant thickness and mass-based specific cake resistance. …”
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Thesis -
4217
Synthesis of crystalline chalcogenide arsenates in surfactants via a low temperature route
Published 2014“…The discovery of new materials is important not just from the standpoint of new applications, but is also important for the study of the fundamental forces that guide the reaction mechanism. Ever since Flanigen et. al. first reported the synthesis of zeolite like open framework in 1982, this field has grown exponentially. …”
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Thesis -
4218
Studies on electrochemical reforming of aqueous ethanol using proton exchange membrane for pure hydrogen production
Published 2015“…Though the results obtained were not commendable m reference to the other conventional sources of hydrogen production, we decided to set up a scaled up electrolyzer cell with an active area of nearly 56.25cm2 , in order to understand about the achievable outputs during size transition. Since several issues such as selection of materials for end plates, catalyst coating thickness on MEA, type of flow field patterns and thickness of gas diffusion layer were addressed during the miniature cell experiments, we had to only take care of few difficulties such as conditions required while sintering gas diffusion layers, operating conditions during hot pressing of MEA and the water circulation system for exchange of heat. …”
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Thesis -
4219
Transcriptional regulation of type I interferon responses of myeloid antigen presenting cells
Published 2016“…IL-27p28-mediated IFN-β production, and not IL-27 cytokine itself, is required to restrain inflammatory responses to endotoxin exposure, since BMDMs deficient in IL-27p28 displayed reduced IL-10 synthesis and impaired STAT3-mediated anti-inflammatory responses, which were reversed by addition of exogenous IFN-β. …”
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Thesis -
4220
Investigation of electric field driven crystallization of phase change materials
Published 2016“…Moreover, one of the important properties for memory storage capability is the high switching speed. Since crystallization of phase change material is the time limiting step in storage application a detailed understanding of the fast crystallization process is essential for the design of¬ even faster materials. …”
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Thesis