Search Results - "Yoon, Sangwoong"

Classification of impinging jet flames using convolutional neural network with transfer learning by Lee, Minwoo, Yoon, Sangwoong, Kim, Juhan, Wang, Yuangang, Lee, Keeman, Park, Frank Chongwoo, Sohn, Chae Hoon

“…Depending on the equivalence ratio and the Reynolds number, impinging jet flames exhibit several modes of thermoacoustic oscillation. In this study, we present…”
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Haploidy and aneuploidy in switchgrass mediated by misexpression of CENH3 by Yoon, Sangwoong, Bragg, Jennifer, Aucar‐Yamato, Sheyla, Chanbusarakum, Lisa, Dluge, Kurtis, Cheng, Prisca, Blumwald, Eduardo, Gu, Yong, Tobias, Christian M.

“…Cross bred species such as switchgrass may benefit from advantageous breeding strategies requiring inbred lines. Doubled haploid production methods offer…”
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Data-driven constitutive model of complex fluids using recurrent neural networks by Jin, Howon, Yoon, Sangwoong, Park, Frank C., Ahn, Kyung Hyun

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Subcellular targeting is a key condition for high-level accumulation of cellulase protein in transgenic maize seed by Hood, Elizabeth E, Love, Robert, Lane, Jeff, Bray, Jeff, Clough, Richard, Pappu, Kamesh, Drees, Carol, Hood, Kendall R, Yoon, Sangwoong, Ahmad, Atta, Howard, John A

“…Ethanol from lignocellulosic biomass is being pursued as an alternative to petroleum-based transportation fuels. To succeed in this endeavour, efficient…”
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Deep-Hurricane-Tracker: Tracking and Forecasting Extreme Climate Events by Kim, Sookyung, Kim, Hyojin, Lee, Joonseok, Yoon, Sangwoong, Kahou, Samira Ebrahimi, Kashinath, Karthik, Prabhat, Mr

“…Tracking and predicting extreme events in large-scale spatio-temporal climate data are long standing challenges in climate science. In this paper, we propose…”
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Early detection of pore clogging in microfluidic systems with 3D convolutional neural network by Yi, Woobin, Kim, Dae Yeon, Jin, Howon, Yoon, Sangwoong, Ahn, Kyung Hyun

“…In this study, we investigate whether the clogging phenomenon in a particulate suspension can be predicted from earlier observations of the system. Our…”
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Collision Detection for Robot Manipulators Using Unsupervised Anomaly Detection Algorithms by Park, Kyu Min, Park, Younghyo, Yoon, Sangwoong, Park, Frank

“…Collaborative robot manipulators operating in dynamic and unstructured environments shared with humans require fast and accurate detection of collisions. When…”
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Data-driven constitutive model of complex fluids using recurrent neural networks by Jin, Howon, Yoon, Sangwoong, Park, Frank C., Ahn, Kyung Hyun

“…This study introduces the Constitutive Neural Network (ConNN) model, a machine learning algorithm that accurately predicts the temporal response of complex…”
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Facile synthesis of epoxystyrene and its copolymerisations with styrene by living free radical and atom transfer radical strategies by Jones, Richard G., Yoon, Sangwoong, Nagasaki, Yukio

“…Epoxystyrene (ethenylphenyloxirane) has been synthesised in a single-stage process by mono-epoxidation of divinylbenzene using magnesium monoperoxyphthalic…”
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Haploidy and aneuploidy in switchgrass mediated by misexpression of CENH3 by Yoon, Sangwoong, Bragg, Jennifer, Aucar‐Yamato, Sheyla, Chanbusarakum, Lisa, Dluge, Kurtis, Cheng, Prisca, Blumwald, Eduardo, Gu, Yong, Tobias, Christian M.

“…Cross bred species such as switchgrass may benefit from advantageous breeding strategies requiring inbred lines. Doubled haploid production methods offer…”
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Over-expression of the cucumber expansin gene (Cs-EXPA1) in transgenic maize seed for cellulose deconstruction by Yoon, Sangwoong, Devaiah, Shivakumar P., Choi, Seo-eun, Bray, Jeff, Love, Robert, Lane, Jeffrey, Drees, Carol, Howard, John H., Hood, Elizabeth E.

“…Plant cell wall degradation into fermentable sugars by cellulases is one of the greatest barriers to biofuel production. Expansin protein loosens the plant…”
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Glycolysis in hepatic stellate cells coordinates fibrogenic extracellular vesicle release spatially to amplify liver fibrosis by Khanal, Shalil, Liu, Yuanhang, Bamidele, Adebowale O, Wixom, Alexander Q, Washington, Alexander M, Jalan-Sakrikar, Nidhi, Cooper, Shawna A, Vuckovic, Ivan, Zhang, Song, Zhong, Jun, Johnson, Kenneth L, Charlesworth, M Cristine, Kim, Iljung, Yeon, Yubin, Yoon, Sangwoong, Noh, Yung-Kyun, Meroueh, Chady, Timbilla, Abdul Aziz, Yaqoob, Usman, Gao, Jinhang, Kim, Yohan, Lucien, Fabrice, Huebert, Robert C, Hay, Nissim, Simons, Michael, Shah, Vijay H, Kostallari, Enis

“…Liver fibrosis is characterized by the activation of perivascular hepatic stellate cells (HSCs), the release of fibrogenic nanosized extracellular vesicles…”
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Generation of Octaploid Switchgrass by Seedling Treatment with Mitotic Inhibitors by Yoon, Sangwoong, Aucar, Sheyla, Hernlem, Bradley J., Edme, Serge, Palmer, Nathan, Sarath, Gautam, Mitchell, Robert, Blumwald, Eduardo, Tobias, Christian M .

“…Switchgrass ( Panicum virgatum L.) exists as multiple cytotypes with octaploid (8 x ) and tetraploid (4 x ) populations occupying distinct, overlapping ranges…”
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Effect of Surfactant Concentration on the Size of One-Pot Synthesized Si Nanoparticles by Lee, Su Jung, Kim, Tae Woo, Cho, Hyeon Mo, Yoon, Sangwoong, Ryou, Joonsung, Lee, Myong Euy

“…The effect of surfactant concentration on the synthesis of Si nanoparticles (NPs) was studied. Hexyl Si NPs were synthesized using one‐pot synthetic…”
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Expansin Synergy with Cellulases: Development of a Transgenic Maize System for Expansin Production and Evaluation of Synergistic Activity on Lignocellulosic Substrates by Yoon, Sangwoong

“…One of the greatest barriers to produce biofuels from lignocellulosic material is efficient cellulose depolymerization by cellulase activity. Expansin is a…”
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Maximum Entropy Inverse Reinforcement Learning of Diffusion Models with Energy-Based Models by Yoon, Sangwoong, Hwang, Himchan, Kwon, Dohyun, Noh, Yung-Kyun, Park, Frank C

“…We present a maximum entropy inverse reinforcement learning (IRL) approach for improving the sample quality of diffusion generative models, especially when the…”
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Generalized Contrastive Divergence: Joint Training of Energy-Based Model and Diffusion Model through Inverse Reinforcement Learning by Yoon, Sangwoong, Kwon, Dohyun, Hwang, Himchan, Noh, Yung-Kyun, Park, Frank C

“…We present Generalized Contrastive Divergence (GCD), a novel objective function for training an energy-based model (EBM) and a sampler simultaneously. GCD…”
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Variational Weighting for Kernel Density Ratios by Yoon, Sangwoong, Park, Frank C, Yun, Gunsu S, Kim, Iljung, Noh, Yung-Kyun

“…Kernel density estimation (KDE) is integral to a range of generative and discriminative tasks in machine learning. Drawing upon tools from the multidimensional…”
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Energy-Based Models for Anomaly Detection: A Manifold Diffusion Recovery Approach by Yoon, Sangwoong, Jin, Young-Uk, Noh, Yung-Kyun, Park, Frank C

“…We present a new method of training energy-based models (EBMs) for anomaly detection that leverages low-dimensional structures within data. The proposed…”
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Autoencoding Under Normalization Constraints by Yoon, Sangwoong, Noh, Yung-Kyun, Park, Frank Chongwoo

“…Likelihood is a standard estimate for outlier detection. The specific role of the normalization constraint is to ensure that the out-of-distribution (OOD)…”
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