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1741
A product conceptualization strategy based on crowd-innovation
Published 2016“…For this purpose, a crowdsourcing platform development approach is established with careful consideration regarding target analysis, task design, and cheating control. …”
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Thesis -
1742
From public health to AI safety: improving machine learning approaches by collecting, selecting, or reducing the need for high-quality data
Published 2024“…To guide high-stakes policy decisions, we need carefully validated, high-quality data. We collect two datasets with extensive quality-control measures as the basis of our modelling studies. …”
Thesis -
1743
Topochemical fluorination of some Ruddlesden-Popper phases
Published 2017“…The introduction of a cooperative octahedral tilt around the crystallographic z-axis leads to a local breaking of the inversion symmetry of the host lattice on fluorination, although the global inversion symmetry of the lattice is retained due to an alternation in the z-tilt direction in adjacent perovskite sheets.</p> <p>The substitution of Sr<sup>2+</sup> with Ca<sup>2+</sup> cations in YSr<sub>2</sub>Mn<sub>2</sub>O<sub>7</sub> led to an increasing distortion of the metal-oxide framework, resulting in the formation of an orthorhombic symmetry in space group <em>Pnnm</em> adopted by YSr<sub>0.5</sub>Ca<sub>1.5</sub>Mn<sub>2</sub>O<sub>7</sub>. …”
Thesis -
1744
Multi-colony coral skeletal Ba/Ca from Singapore’s turbid urban reefs : relationship with contemporaneous in-situ seawater parameters
Published 2021“…Our results highlight the possibility of high heterogeneity in coral responses to environmental conditions, and the need for careful selection of colonies and a site-specific, replicated approach when attempting to apply Ba/Cacoral as a trace element proxy.…”
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Journal Article -
1745
Exploring COVID-19 circuit breaker (CB) restrictions at a migrant worker dormitory in Singapore: a case study and nested mixed-method analysis of stress management and mental healt...
Published 2023“…Employees feeling their employers cared about their health and well-being was especially protective to mental health, OR=17.24 (95% CI 4.00 to 85.74, p<0.001). …”
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Journal Article -
1746
A randomized waitlist-controlled trial of an intergenerational arts and heritage-based intervention in Singapore: project ARTISAN
Published 2022“…This holistic intervention framework that integrates stories, arts and heritage for bridging and empowering lives fills a critical gap in knowledge and practice between the arts, health and citizenship, paving the way for further research in creating a more caring and inclusive society with the arts. Clinical Trials Registration:www.ClinicalTrials.gov, identifier: NCT03048708.…”
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Journal Article -
1747
Conductive materials stimulated direct interspecies electron transfer and application in anaerobic digestion
Published 2019“…The working principles were carefully investigated. The results indicated CM promoted organic degradation via promoting sludge conductivity, acting as electron conduit for interspecies electron transfer, enriching electron shuttles within EPS, and altering microbial community. …”
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Thesis -
1748
Structure and phase engineering of 2D transition metal chalcogenides
Published 2021“…In the second project, monolayer WTe2xS2(1-x) alloys with tunable chemical compositions and phases are fabricated using a carefully designed one-step CVD method. By controlling the synthesis condition, both semiconducting 1H and metallic 1T´ phase 2D WTe2xS2(1-x) alloys are obtained. …”
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Thesis-Doctor of Philosophy -
1749
Large-scale capacitive touch panels : sensor pattern design, sampling and interpolation
Published 2017“…Looking at the capacitive touch sampling problem carefully, one realizes that the touch signal is highly structured and therefore we propose modified greedy algorithms for capacitive touch sampling which are not only efficient, but accurate in the presence of noise. …”
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Thesis -
1750
Learning to generalize to new tasks/domains with limited data
Published 2023“…To avoid the adverse effects caused by uncontrolled extrapolation, a strategy is carefully designed to generate the sample weights based on gradients and learned towards flatter minima. …”
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Thesis-Doctor of Philosophy -
1751
System design and development of human-robot interaction control scheme for assistive robotic Arm extender
Published 2025“…The interactive workspace has been carefully designed to accommodate the range of motion required for Activities of Daily Living (ADLs) tasks by 95\% of the population, thereby ensuring broad usability. …”
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Thesis-Doctor of Philosophy -
1752
Budget efficient online active learning and its applications
Published 2017“…And all of the proposed algorithms are carefully evaluated on a large number of large-scale real-world applications and achieved promising results. …”
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Thesis -
1753
Distribution and risk factors of canine heart diseases and survey for owners treatment intention
Published 2023“…A total of 261 respondents who owned or had experience caring for dogs were recruited to determine their level of awareness and knowledge of canine heart disease. …”
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Thesis -
1754
Dynamics in blue emitting metal halide perovskites for light emitting diodes
Published 2023“…We first find that compositional heterogeneities, stemming from rapid uncontrolled film growth, both lowers the threshold for further halide segregation as well as serves as centers for non-radiative recombination, resulting in reduced luminescence yield. We show that by carefully moderating the crystallization dynamics it is possible to achieve films with a homogeneous composition, thereby mitigating the negative effects arising from material inhomogeneities. …”
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Thesis-Doctor of Philosophy -
1755
Efficient techniques for subgraph mining and query processing
Published 2015“…We explore the design space of GPU-based subgraph matching algorithms, with careful analysis of several crucial factors that affect the performance of GPU programs. …”
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Thesis -
1756
Synthesis and optical study of lead halide perovskites for opto-electronic applications
Published 2018“…In the study of the material optical properties, I have discovered that both 2D and 3D perovskites have super strong phonon-assisted upconversion photoluminescence, a critical condition to achieve laser cooling in semiconductor. By carefully design experiment and sample fabrication, I were able to achieve net laser cooling in the material and substantially extend the toolbox for future application of the field. …”
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Thesis -
1757
Strategies to modulate Amorphous Oxide Semiconductor properties for low temperature transparent transistors
Published 2019“…The prospect of athermal annealing with the inclusion of a reducing oxide layer carefully chosen from the Ellingham diagram used as an overlayer on the semiconducting oxide layer was also explored. …”
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Thesis-Doctor of Philosophy -
1758
Accelerated discovery of new catalysts for oxygen evolution reaction
Published 2023“…The third metal ion is carefully selected based on its electronic configuration to see whether the electronic configuration of ternary oxide can be regulated for enhanced OER performance. …”
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Thesis-Doctor of Philosophy -
1759
Towards electrically injected colloidal semiconductor lasers
Published 2025“…Overcoming this requires careful selection of nanocrystals as gain media, a resonant optical cavity supporting low lasing thresholds and high optical gain, and an architecture suitable for high electrical injection currents to achieve population inversion for lasing. …”
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Thesis-Doctor of Philosophy -
1760
Towards robust sensing and recognition : from statistical learning to transfer learning
Published 2020“…Secondly, current domain adaptation methods require careful manual hyper-parameter tuning, which is not realistic for unmanned systems such as smart cars. …”
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Thesis-Doctor of Philosophy