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121
The hierarchy of Davydov's Ansaetze and its applications
Published 2023Subjects: Get full text
Journal Article -
122
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123
Tribological study of modified palm oil-with single and hybrid nanofluids for metalworking fluid
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Conference or Workshop Item -
124
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125
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129
Artificial neural networks solutions for solving differential equations: A focus and example for flow of viscoelastic fluid with microrotation
Published 2023“…PINN offers an alternative to classical numerical methods. …”
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Article -
130
Data-driven forward and inverse analysis of two-dimensional soil consolidation using physics-informed neural network
Published 2024“…Different random seeds are used to test the robustness of the PINN developed and quantify the associated model uncertainty. …”
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Journal Article -
131
Physics-informed neural network for fast prediction of temperature distributions in cancerous breasts as a potential efficient portable AI-based diagnostic tool
Published 2024“…This work presents the development of a novel Physics-Informed Neural Network (PINN) method for fast forward simulation of heat transfer through cancerous breast models. …”
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Journal Article -
132
Developing a taxonomy of consumer preferences for enhancing B2C e-commerce last-mile delivery: delivered food
Published 2022“…By exploring the key factors which influence customers to use self pick-up over door-to-door delivery on OFD platforms in Singapore, suggestions can be made to improve the self pick-up customer experience and encourage its adoption. …”
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Final Year Project (FYP) -
133
A proxy-tactile reactive control for robots moving in clutter
Published 2025“…In this paper, we propose a reactive control law that simultaneously utilizes proximity and tactile feedback to perform a pick-and-place task in an unknown and cluttered environment. …”
Conference item -
134
Spectroscopic study of emergent electronic phases in transition metal based compounds
Published 2024“…Antiferromagnets with non-relativistic spin splitting are outstanding candidates as the next generation of spintronic materials owing to their electron-volt (eV) scale spin splitting, ultrafast spin dynamics and nearly vanishing stray fields. …”
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Thesis -
135
Physics-Informed Deep Learning for Plasma Etch Optimization
Published 2024“…Future work includes utilizing the PINN model in a Bayesian framework to facilitate recipe optimization for the desired etch profile.…”
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Thesis -
136
Engineered terahertz emission from spintronic heterostructures: amplitude, phase and chirality
Published 2023“…As such, the photoexcitation leads to ultrafast spin-scattering events in the FM, during which the spins transport from the FM into the adjacent heavy metal(HM) layer to experience an inverse spin Hall effect, producing a transverse charge current and terahertz radiation. …”
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Thesis-Doctor of Philosophy -
137
Dynamics of a magnetic polaron in an antiferromagnet
Published 2024“…We uncover the nuanced dependence of hole and spin deviation dynamics on the spin-spin coupling parameter J, revealing a thermally-activated landscape where hole mobilities and spin deviations exhibit a distinct temperature-dependent relationship. …”
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Journal Article -
138
Design of a mechatronic system using Arduino Uno
Published 2023“…Therefore, this Final Year Project (FYP) aims to create a Line-Following robot using Arduino Uno that can autonomously pick up boxes autonomously in a warehouse. By integrating a car chassis with an artificial intelligence (AI) camera, the robot will be able to follow the line path automatically, while the mechanized robot arm can pick up parcels of up to 0.1 KG all while being autonomous. …”
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Final Year Project (FYP) -
139
Deep learning for object detection and image segmentation
Published 2020“…The aim of this project is to develop an automated solution to allow the robot to pick up the indicated object accurately from a clustered bin in bin-picking. …”
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Final Year Project (FYP) -
140