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1201
HiTrip: Historical trajectory interpolation for trawlers via deep learning on multi-source data
Published 2024“…Moreover, when evaluated on a diverse Global Fishing Watch dataset, which includes 45 trawlers spanning various global maritime regions, HiTrip maintains a 0.40 km error, emphasizing its broad generalization ability.…”
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Article -
1202
Degradation Mechanisms and Applications in Ion Intercalation Materials
Published 2024“…These particles control the crucial processes for energy storage in macroscopic devices, generating a process spanning multiple length and time scales in LiBs. However, despite the ubiquitous application of LiBs in many industries, degradation limits their lifespan, hindering their broader applicability in usages demanding high energy density and extended lifespans, such as electric vehicles (EVs). …”
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Thesis -
1203
Transduction on directed graphs via absorbing random walks
Published 2020“…We present its intimate connections to a number of existing methods, including graph kernels, graph Laplacian based methods, and spanning forest of graphs. Its computational complexity and the generalization error are also studied. …”
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Journal Article -
1204
Identification of electromagnetic pre-earthquake perturbations from the DEMETER data by machine learning
Published 2021“…This study included the analysis of satellite data spanning over six years, during which about 8760 earthquakes with magnitude greater than or equal to 5.0 occurred in the world. …”
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Journal Article -
1205
The eagle and the panda : an owl's view from Southeast Asia
Published 2022“…The implications of rebalancing for the Asia-Pacific are likely to be multifaceted, spanning the diplomatic, economic, political, and security realms. …”
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Journal Article -
1206
Semantic matching in machine reading comprehension: an empirical study
Published 2023“…Matching coarse-grained context to questions, e.g., paragraphs, is more effective than matching fine-grained context, e.g., sentences and spans. We also find that semantic matching is helpful for answering who/where/when/what/how/which questions, whereas it decreases the MRC performance on why questions. …”
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Journal Article -
1207
Person-centred care for dementia patients (PEAR) back-end and front-end systems development
Published 2024“…Furthermore, as the project spanned years, the issue of the technology stack becoming outdated and thus going out of support could happen again, hence microservices architecture was opted for. …”
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Final Year Project (FYP) -
1208
Finding Bukit Brown.
Published 2012“…The first phase of redevelopment is the construction of an eight-lane road that spans 2 kilometres across Bukit Brown. The film highlights the heritage value of the cemetery and examines how different Singaporeans are coming to terms with these plans. …”
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Final Year Project (FYP) -
1209
Slip on the Superstition Hills fault and on nearby faults associated with the 24 November 1987 Elmore Ranch and Superstition Hills earthquakes, southern California
Published 2013“…Alignment arrays and creepmeters spanning several faults in southern California recorded slip associated with the 24 November 1987 Elmore Ranch and Superstition Hills earthquakes. …”
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Journal Article -
1210
Force transduction through the bacterial cell envelope
Published 2024“…Through use of mutagenesis, fluorescence microscopy, and live cell assays, I demonstrate that system function can be modulated by altering the secondary structure of the periplasm spanning transducer protein, TolA. I also examine the cell-wide implications of reducing TolA function in such a manner, with respect to membrane stability and cell division (chapter three). …”
Thesis -
1211
Privacy: a political approach
Published 2019“…An examination of four historic reformulations of what it means to be private, spanning two thousand years of western history, confirms that privacy has shifted considerably over time and that attempts to essentialize it are misplaced. …”
Thesis -
1212
Multiple hollow-core anti-resonant fiber as a supermodal fiber interferometer
Published 2020“…This unique characteristic has driven emerging of new applications spanning from extreme wavelength generation to beam delivery. …”
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Journal Article -
1213
Topography-incorporated adjoint-state surface wave Traveltime tomography: method and a case study in Hawaii
Published 2024“…Our findings further demonstrate that including topography can lead to a correction of up to 0.8% in the shear wave velocity model of Hawaii, an island spanning approximately 100 km with volcanoes reaching elevations exceeding 4 km.…”
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Journal Article -
1214
Gas-phase and solid-state electronic structure analysis and DFT benchmarking of HfCO
Published 2024“…We utilized the CCSD(T) benchmark values of De, excitation energy, and ionization energy (IE) values to evaluate density functional theory (DFT) errors with 23 exchange–correlation functionals spanning GGA, meta-GGA, global GGA hybrid, meta-GGA hybrid, range-separated hybrid, and double-hybrid functional families. …”
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Article -
1215
Kazhdan-Laumon Categories and Representations
Published 2024“…After Bezrukavnikov and Polishchuk’s counterexample to Kazhdan and Laumon’s original conjecture, Polishchuk made an alternative conjecture: though the counterexample shows that the Grothendieck group K₀(A) is not spanned by objects of finite projective dimension, he noted that a graded version of K₀(A) can be thought of as a module over Laurent polynomials and conjectured that a certain localization of this module is generated by objects of finite projective dimension. …”
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Thesis -
1216
Multifunctional Wireless Gut-Brain Neurotechnology
Published 2024“…Studying interoceptive circuits in a causal fashion in behaving animals, thus, requires advanced multifunctional implantable neurotechnologies that can be deployed at multiple sites spanning regions in the brain and the peripheral organ of interest. …”
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Thesis -
1217
Tunable quantum cascade lasers for midinfrared spectroscopic sensing
Published 2024“…Many gases of interest exhibit strong absorptions within the Mid-infrared (Mid-IR) region, spanning from 2.5 to 25 µm. To enable high-sensitivity spectroscopy, a robust coherent source in this range is required. …”
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Thesis-Doctor of Philosophy -
1218
Essays on oil price fluctuations, financial markets and international trade
Published 2014“…The long-run causality running from oil price to overall, oil and non-oil trade balances and their short-run dynamics are investigated by applying the Toda-Yamamoto’s 1995 (TY) causality approach and generalized impulse response functions (IRFs), respectively to the monthly data spanning from January 1999 to November 2011. Three Asian economies that represent three distinct characteristics in terms of oil are chosen and examined: Malaysia as an oil exporter, Singapore as an oil refinery and Japan as an oil importer. …”
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Thesis -
1219
Triggered slip along the San Andreas fault after the 8 July 1986 North Palm Springs earthquake
Published 2013“…On Durmid Hill, surface cracks in 1986 were localized along a 200-m-long stretch of the fault spanning the Mecca Beach creepmeter and extending about 150 m to the southeast. …”
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Journal Article -
1220
Laplacian embedded regression for scalable manifold regularization
Published 2013“…Inspired by kernel principal component analysis, we further propose to project the introduced decision variable into a subspace spanned by a few eigenvectors of the graph Laplacian matrix in order to better reflect the data manifold, as well as accelerate the calculation of the graph kernel, allowing our methods to efficiently and effectively cope with large scale SSL problems. …”
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Journal Article