Thermal management for smart windows with magnetic induced actuation by Ng, Rayner Bao Feng

“…To achieve carbon neutrality in the global building sector, heavy emphasis has been placed on developing smart window technologies to reduce cooling and heating loads, and consequently reduce energy consumption which is primarily supplied by fossil fuels. …”
Get full text

Topological data analysis for fake news detection by Deng, Ran

“…For this task, three individual models have been used: least absolute shrinkage and selection operator (LASSO) using 0th Dimensional Persistent Image (PI) vectors, Bidirectional Long Short-Term Memory (BiLSTM), and Bidirectional Encoder Representations from Transformers (BERT). …”
Get full text

Healthy lithium nickel manganese cobalt oxide (NMC) battery using machine-learning method by Wu, Xumin

“…A variety of circuit models for battery modelling that are equivalent have been given and analysed. In addition, a battery modelling framework is presented for estimating Lithium-Ion Battery modelling parameters. …”
Get full text

Image artefact removal using deep learning by Sanchari, Das

“…Compression artefacts refer to the unwanted and unpleasant distortions which contaminate an image when it has been compressed. The removal of these artefacts is an essential task since they affect the usability, impact or informativeness of an image. …”
Get full text

Strength simulation of rock with existing cracks under static loadings by Chea, Bunly.

“…The random cracks have been assigned within the rock sample and the crack percentages are laid between zero percent to five percents. …”
Get full text

Smart home system for elderly by Nur Raisah Mohamed Arffah

“…With smart home systems aiming to improve quality of life and bring about greater conveniences to its users, it is no wonder that it has been gaining popularity over the years. This project explores the design and implementation of a smart home system catering towards elderly’s home safety and quality of life by utilizing cost effective microprocessor Raspberry Pi Zero WH and other sensors and devices. …”
Get full text

Behaviour of reinforced concrete beam-column joint subjected to in-plane loading by Azzalina Zainuddin

“…Based on a previous softened strut-and –tie model developed by them to determine the shear strengths of exterior beam-column joints, this model has been modified to predict that of an interior beam-column joint. …”
Get full text

Digital health professions education on chronic wound management: a systematic review by Martinengo, Laura, Yeo, Natalie Jia Ying, Markandran, Kasturi, Olsson, Maja, Kyaw, Bhone Myint, Car, Lorainne Tudor

“…However, the effectiveness of digital education for chronic wound management training has not been explored.…”
Get full text

Spatial organization of long-term depression in mouse hippocampal schaffer collateral : CA1 synapses. by Chan, Jasmine Ee Teng.

“…Long-term depression (LTD) is a form of long-lasting synaptic plasticity that has been postulated to serve as a neural mechanism for memory and learning. …”
Get full text

Machine learning for anomaly detection on intelligent transportation time series data by Lin, Yuxuan

“…Afterwards, one One-Class Support Vector Machines (OCSVM) is applied to do the classification. It has been applied in a dataset collected under real roadway circumstances and another public dataset. …”
Get full text

Heritagised spaces of Singapore: memories grounded in playgrounds by Kam, Olivia Jie Qi

“…This thesis examines how the childhood memories made in playgrounds during the 1970s-90s have been framed around the concept of heritage in Singapore. …”
Get full text

Synthesis of hollow hydroxyapatite for biomedical applications. by Moo, Ying Xin.

“…Hollow porous hydroxyapatite nanoparticles have been successfully synthesized using calcium carbonate as sacrificial template. …”
Get full text

Pruning in face forgery detection by Lam, Zhi Fah

“…To combat this increasingly relevant issue, multiple state-of-the-art Face Forgery detection algorithms have been developed, and many have achieved impressive results when put to the test. …”
Get full text

Sustainable substrates for targeted nutrient delivery in urban farming by Maruthappan, Priadarsini

“…In this study, sugar-mediated porogen leaching was explored in keratin-based substrates that have been synthesised for use in a hydroponic setting. …”
Get full text

Toxicity prediction via algebraic graph-assisted bidirectional transformers by Ooi, Yen Sun

“…To improve the discussed AGBT method in this paper, further works have been suggested to pave the way for safer drug development in the future.…”
Get full text

Modelling and simulation of contact dynamics on NTU campus by Rivera, Angus Isabela Gabrielle

“…Locations such as schools have been one of the key places that such diseases spread quickly due to the number of students that are present on campus at a particular point in time. …”
Get full text

Long-term re-identification by Eng, Yao Hui

“…Person re-identification (Re-ID) is a problem that has existed for many years and many state of-the-art short-term Re-ID models have been created. However, most of these models focus on short-term Re-ID instead of long-term Re-ID. …”
Get full text

Automated testbed development for tree radar by Ang Eng Hwee

“…Researchers at NTU have been using Ground Penetrating Radar (GPR) methods to obtain data and study the condition of trees. …”
Get full text

Development of a mobile application for items exchange by Ramanathan Rajaraj

“…The development of the mobile application is aimed at creating a platform for users to exchange items they no longer need or use. The application has been named WExchange. With the increasing concern about environmental issues, being environmentally friendly and sustainable has gained importance around the world. …”
Get full text

Deep learning based traffic flow prediction on the real-world road network by Pandhre Pranay

“…To evaluate these algorithms, datasets containing information about the distance traveled by vehicles at a particular time and location have been used. Experiments results are compared with some baseline models such as LSTM, GRU and GCN.…”
Get full text