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3541
Learning Model Predictive Control Parameters via Bayesian Optimization for Battery Fast Charging
Published 2024“…This approach establishes a hierarchical control framework where Bayesian optimization directly fine-tunes closed-loop behavior towards a global and long-term objective, while MPC handles lower-level, short-term control tasks. …”
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Article -
3542
Temporal Telepresence: Immersive Interfaces for TeleAbsence
Published 2024“…The urge to capture our past into networks of photographic, written, filmed, and object-based narratives has long been a means for individuals to identify change, growth, and gain perspective on themselves. …”
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Thesis -
3543
A model for cis-regulation of transcriptional condensates and gene expression by proximal lncRNAs
Published 2024“…Long noncoding RNAs (lncRNAs) perform several important functions in cells including cis-regulation of transcription. …”
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Article -
3544
JWST sighting of decameter main-belt asteroids and view on meteorite sources
Published 2024“…These asteroids were sampled from multiple asteroid families —most likely Nysa, Polana and Massalia— according to the geometry of pointings considered here. Through additional long-stare infrared observations, JWST is poised to serendipitously detect thousands of decameter-scale asteroids across the sky, probing individual asteroid families and the source regions of meteorites “in-situ”.…”
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3545
Artificial Intelligence and the US-China Balance of Power
Published 2025“…In three essays, this dissertation evaluates the impact of AI on the nuclear balance, the conventional balance, and long-term US-China competition more generally by focusing on deep learning, generating data through simulation and supply chain analysis. …”
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Thesis -
3546
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3547
Magnetoelectric Extracellular Vesicle Latency-Targeting (MELT) Nanotherapeutic for the Block-Lock-and-Kill HIV Eradication Strategy
Published 2025“…HC69 cells, a microglial model of HIV latency, contain an HIV promoter long terminal repeat (LTR)-GFP reporter and were used for testing the efficacy of a two-step magnetoelectric nanoparticle (MENP) and extracellular vesicle (xEV) latency-targeting (MELT) nanotherapeutic. …”
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3548
An implantable piezoelectric ultrasound stimulator (ImPULS) for deep brain activation
Published 2025“…The absence of electrochemically active elements poses a new strategy for achieving long-term stability. We demonstrated that ImPULS can i) excite neurons in a mouse hippocampal slice ex vivo, ii) activate cells in the hippocampus of an anesthetized mouse to induce expression of activity-dependent gene c-Fos, and iii) stimulate dopaminergic neurons in the substantia nigra pars compacta to elicit time-locked modulation of nigrostriatal dopamine release. …”
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3549
Dynamics of localized waves in one-dimensional random potentials : statistical theory of the coherent forward scattering peak
Published 2014“…Going beyond the perturbative regime, we address here the long-time dynamics of the CFS peak in a one-dimensional random system and we relate this novel interference effect to the statistical properties of the eigenfunctions and eigenspectrum of the corresponding random Hamiltonian. …”
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Journal Article -
3550
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3551
Engineering photon delocalization in a Rabi dimer with a dissipative bath
Published 2020“…Nevertheless, with moderate qubit–bath coupling, photons are delocalized with quasiequilibration of the photon population in two resonators at long times. In this case, high‐frequency bath modes are activated by interacting with depolarized qubits. …”
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Journal Article -
3552
What information really matters in supervisor reduction?
Published 2020“…To make a supervisor comprehensible to a designer has been a long-standing goal in the supervisory control community. …”
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Journal Article -
3553
Small sample sizes reduce the replicability of task-based fMRI studies
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Journal Article -
3554
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3555
Green synthesis of robust superhydrophobic antibacterial and UV‐blocking cotton fabrics by a dual‐stage silanization approach
Published 2020“…Synthesis of multifunctional fabrics with long-lasting durability remains a quest for researchers in the past decade. …”
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Journal Article -
3556
Insights into the origins of guided microtrenches and microholes/rings from Sn segregation in germanium–tin epilayers
Published 2020“…We demonstrate the self-assembly synthesis of millimetre-long guided trenches and micro-holes/rings in the supersaturated GeSn epilayers through two approaches: epitaxial growth engineering and thermal annealing treatment. …”
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Journal Article -
3557
Learning progressive joint propagation for human motion prediction
Published 2020“…First, to capture the long-range spatial correlations and temporal dependencies, we apply a transformer-based architecture with the global attention mechanism. …”
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Conference Paper -
3558
Why behavioral neuroscience still needs diversity? : A curious case of a persistent need
Published 2020“…A conspicuous body of literature has long advocated the need to expand the diversity of animal systems used in neuroscience research. …”
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Journal Article -
3559
Differentially private deep learning for time series data
Published 2020“…In this paper, experiments were conducted on the UCR archive and MIMIC-III database to evaluate the effects of using DP-SGD on models' performance, focusing particularly to Long Short Term Memory (LSTM) and Fully Convolutional Neural Network (FCN). …”
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Final Year Project (FYP) -
3560
Generic web application for NTU lifelong-learning courses platform
Published 2020“…It can be grabbed from modularizing existing NTU Master Course or other courses depending on the need basis. To make NTU Life-long Learning Courses possible, an online platform would be needed. …”
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Final Year Project (FYP)