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1801
Analysis of online learning algorithms in machine learning
Published 2024“…We rigorously prove convergence of the online forward propagation algorithm for linear SDE models and present its numerical results to a range of mathematical finance applications. Finally, we establish the convergence of our algorithm for a class of nonlinear dissipative SDEs whose drift and volatility functions both depend upon the parameters which are being optimized. …”
Thesis -
1802
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1803
Improving the charge separation and collection at the buffer/absorber interface by double-layered Mn-substituted CZTS
Published 2020“…In this study, Cu2MnxZn1-xSnS4 (CMZTS) thin film were fabricated by a sol-gel spin coating technique to understand the effect of Mn on the device performance. …”
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Journal Article -
1804
Induction of z-conformation in ribosomal RNA by Z-DNA binding domain Zα of the human double-stranded RNA deaminase I (ADAR1)
Published 2012“…In order to provide theoretical foundations for the analysis of NMR spectral responses of ZαADAR1 to ribosomes we attempted to extend the conventional NMR relaxation theory to include a semi solid-state treatment of nuclear spin dynamics in large complexes. The main challenge to the classical NMR theory arises when one of the binding partners is so large that in the chemical shift time scale of solution NMR (milliseconds) it can be considered as practically static or solid-state-like. …”
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Thesis -
1805
Effect of different lead precursors on planar perovskite solar cells
Published 2016“…The hydrate water inside the lead acetate precursor has no bad effect on the perovskite formation. 3. Increasing the spin coat speed (to 3000rpm for 30 seconds) can improve the uniformity of perovskite film and further current density of solar cells. 4. …”
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Final Year Project (FYP) -
1806
Python extension for a convolution neural network accelerator
Published 2022Get full text
Final Year Project (FYP) -
1807
Chinese poem generation using natural language processing
Published 2023Get full text
Final Year Project (FYP) -
1808
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1809
Data analytics accessibility and predictability in Singapore’s rail sector
Published 2024Get full text
Final Year Project (FYP) -
1810
Exploring the (im)possibilities of multicultural solidarity in Singapore
Published 2015Get full text
Final Year Project (FYP) -
1811
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1812
Fabrication and characterization of flexible-conductive nanocomposites
Published 2016Get full text
Final Year Project (FYP) -
1813
Fabrication of newspaper-based nickel cobaltite nanosheet supercapacitor
Published 2018Get full text
Final Year Project (FYP) -
1814
Light-induced paramagnetism in colloidal Ag+-doped CdSe nanoplatelets
Published 2021“…This work points to the possibility of incorporating these nanoplatelets into spintronic devices, in which light can be used to control the spin injection.…”
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Journal Article -
1815
Generative artificial intelligence : exploring the power and potential of generative AI /
Published [202“…Then the book switch gears to dive into generative text models, exploring the concepts of Large Language Models (LLMs), natural language generation (NLG), fine-tuning, prompt tuning, and reinforcement learning. …”
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1816
Public opinion trend analysis on nuclear energy via aspect-based sentiment analysis methods
Published 2022“…In general, we built a system based on the ABSA Deep Learning model to make fine-grained and topic-specific sentiment analyses on public opinion trends. …”
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Thesis-Master by Coursework -
1817
Plasmonic semiconductor nanogroove array enhanced broad spectral band millimetre and terahertz wave detection
Published 2021Get full text
Journal Article -
1818
Low power DFT filter bank based two-stage spectrum sensing
Published 2013“…The paper presents a low power discrete Fourier transform (DFT) filter bank based two-stage spectrum sensing with energy detector (ED) for the first stage coarse sensing, complemented by a cyclostationary feature detector (CFD) for fine spectrum sensing. The dynamic power of the sensing operation depends on the sampling rate at which computations are performed. …”
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Conference Paper -
1819
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1820