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1161
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 -
1162
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 -
1163
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 -
1164
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1165
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1166
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1167
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1168
Bridging the gap between animation mediums in 'Wait.'
Published 2022Get full text
Final Year Project (FYP) -
1169
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1170
Textures of being: fostering hair texture inclusivity in Singapore
Published 2023Get full text
Final Year Project (FYP) -
1171
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1172
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1173
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) -
1174
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) -
1175
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1176
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1177
The monsters under my bed : fears and phobias.
Published 2011Get full text
Final Year Project (FYP) -
1178
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1179
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1180
Molecular dynamics simulations of mechanical and thermal properties of multi-layer graphene sheets
Published 2014“…The work proposes that by controlling the amount of sp3 bonds, the mechanical and thermal properties can be fine-tune to design graphene-based nano-sized sensors, rectifiers and resonators.…”
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Final Year Project (FYP)