Search Results - "Chiwoo Park"
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Observing the Growth of Metal–Organic Frameworks by in Situ Liquid Cell Transmission Electron Microscopy
Published in Journal of the American Chemical Society (17-06-2015)“…Liquid cell transmission electron microscopy (LCTEM) can provide direct observations of solution-phase nanoscale materials, and holds great promise as a tool…”
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Segmentation, Inference and Classification of Partially Overlapping Nanoparticles
Published in IEEE transactions on pattern analysis and machine intelligence (01-03-2013)“…This paper presents a method that enables automated morphology analysis of partially overlapping nanoparticles in electron micrographs. In the undertaking of…”
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Directly Observing Micelle Fusion and Growth in Solution by Liquid-Cell Transmission Electron Microscopy
Published in Journal of the American Chemical Society (29-11-2017)“…Amphiphilic small molecules and polymers form commonplace nanoscale macromolecular compartments and bilayers, and as such are truly essential components in all…”
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Direct Observation of Aggregative Nanoparticle Growth: Kinetic Modeling of the Size Distribution and Growth Rate
Published in Nano letters (08-01-2014)“…Direct observations of solution-phase nanoparticle growth using in situ liquid transmission electron microscopy (TEM) have demonstrated the importance of…”
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Probing the Degradation Mechanisms in Electrolyte Solutions for Li-Ion Batteries by in Situ Transmission Electron Microscopy
Published in Nano letters (12-03-2014)“…Development of novel electrolytes with increased electrochemical stability is critical for the next generation battery technologies. In situ electrochemical…”
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The Impact of Li Grain Size on Coulombic Efficiency in Li Batteries
Published in Scientific reports (05-10-2016)“…One of the most promising means to increase the energy density of state-of-the-art lithium Li-ion batteries is to replace the graphite anode with a Li metal…”
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Colloidal Covalent Organic Frameworks
Published in ACS central science (25-01-2017)“…Covalent organic frameworks (COFs) are two- or three-dimensional (2D or 3D) polymer networks with designed topology and chemical functionality, permanent…”
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Polymerization-Induced Self-Assembly of Micelles Observed by Liquid Cell Transmission Electron Microscopy
Published in ACS central science (23-05-2018)“…In this paper, we describe the use of liquid cell transmission electron microscopy (LCTEM) for inducing and imaging the formation of spherical micelles from…”
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A Multivariate Cumulative Sum Method for Continuous Damage Monitoring with Lamb-wave Sensors
Published in International journal of prognostics and health management (03-11-2020)“…This paper proposes a new damage monitoring method based on a multivariate cumulative sum test statistic applied to Lambwave sensing data for health monitoring…”
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Discovery of Molecular Intermediates and Nonclassical Nanoparticle Formation Mechanisms by Liquid Phase Electron Microscopy and Reaction Throughput Analysis
Published in Small structures (01-10-2024)“…Formation kinetics of metal nanoparticles are generally described via mass transport and thermodynamics‐based models, such as diffusion‐limited growth and…”
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Robust regression for image binarization under heavy noise and nonuniform background
Published in Pattern recognition (01-09-2018)“…•This paper advances the background subtraction approach for image binarization.•Our approach formulates a robust regression to estimate an image…”
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Short-term electric load forecasting for buildings using logistic mixture vector autoregressive model with curve registration
Published in Applied energy (15-01-2021)“…This paper proposes a day-ahead electric load forecasting model for buildings where daily load curves follow a few distinctive patterns. A pattern lasts for…”
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Sparse filtered SIRT for electron tomography
Published in Pattern recognition (01-06-2020)“…•This paper presents a new filtered backprojection for tomographic reconstruction.•The approach optimizes the backprojection filter to minimize the…”
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Missing data imputation using mixture factor analysis for building electric load data
Published in Applied energy (15-12-2021)“…We propose a mixture factor analysis (MFA) method for estimating missing values in building electric load data. Buildings consume a tremendous amount of…”
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Quantifying the Nucleation and Growth Kinetics of Electron Beam Nanochemistry with Liquid Cell Scanning Transmission Electron Microscopy
Published in Chemistry of materials (13-11-2018)“…In this article, we report on complex nanochemistry and transport phenomena associated with silver nanocrystal formation by electron beam induced growth and…”
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Gaussian process-based storage location assignments with risk assessments for progressive zone picking systems
Published in Computers & industrial engineering (01-11-2023)Get full text
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Estimating Multiple Pathways of Object Growth Using Nonlongitudinal Image Data
Published in Technometrics (01-05-2014)“…This article presents an infinite Bayesian mixture of monotonic regression models for analyzing multiple growth pathways of star-shaped objects growing over…”
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A mixture of linear-linear regression models for a linear-circular regression
Published in Statistical modelling (01-06-2021)“…We introduce a new approach to a linear-circular regression problem that relates multiple linear predictors to a circular response. We follow a modelling…”
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Bayesian Optimization for the Vehicle Dwelling Policy in a Semiconductor Wafer Fab
Published in IEEE transactions on automation science and engineering (01-10-2024)“…Many semiconductor fabrication plants (fabs) prefer simulation-based decision making for vehicle dwelling policies because it can capture a fab's scalability…”
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