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621
AI-assisted discovery of quantitative and formal models in social science
Published 2025“…We propose that this AI-assisted framework can bridge parametric and non-parametric models commonly employed in social science research by systematically exploring the space of non-linear models and enabling fine-grained control over expressivity and interpretability.…”
Journal article -
622
UWB antipodal Vivaldi antenna for monostatic configuration of through wall imaging applications
Published 2024“…A specific stable gain of around 11.7 dB is achieved with good directivity and fine radiation patterns. Using this monostatic UWB antenna design, a TWI simulation-based experiment was carried out. …”
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Article -
623
Structure and phase engineering of 2D transition metal chalcogenides
Published 2021“…Moreover, the morphology of heterostructures can be engineered by fine-tuning the synthesis conditions. WS2 quantum well is also identified in the synthesized heterostructures, providing opportunities for studying novel optical properties and quantum confinement effects. …”
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Thesis-Doctor of Philosophy -
624
Physics-informed machine learning for green data center operations
Published 2023“…The evaluation shows that our approach saves 5.7% to 13.8% power usage compared with conventional feedback control and adapts 8x to 10x faster than native fine-tuning with at most 0.74C temperature overshoot. …”
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Thesis-Doctor of Philosophy -
625
The Economics of Tropical Deforestation
Published 2024“…We begin by reviewing the methodological advances that have enabled measurement of forest loss at a fine spatial resolution across the globe. We then develop a simple benchmark model of deforestation based on classic models of natural resource extraction. …”
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Article -
626
An Energy and Area Estimation Plugin for Accelerator Architecture Simulation
Published 2024“…Accelergy is a tool that provides a good general framework for fine-grained energy and area estimation. However, output from simulation tools may not be compatible with Accelergy’s expected input format, which is the case for the custom simulator Accelsim. …”
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Thesis -
627
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628
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629
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630
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631
Bridging the gap between animation mediums in 'Wait.'
Published 2022Get full text
Final Year Project (FYP) -
632
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633
Textures of being: fostering hair texture inclusivity in Singapore
Published 2023Get full text
Final Year Project (FYP) -
634
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635
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636
Federated learning for natural language processing in medical domain
Published 2024“…The study compares the performance of centralized training and federated learning for fine-tuning a BERT-based conversational agent on a medical conversation dataset, serving as a stepping-stone for future research into federated learning for LLM-led NLP applications.…”
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Final Year Project (FYP) -
637
Information embedded scalable to lossless (SLS) audio
Published 2009“…SLS is able to achieve lossy to lossless and fine granular bit-rate scalability, and allows encapsulation of side information such as lyrics, album art, or even low-resolution music video. …”
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Final Year Project (FYP) -
638
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639
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640