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SIMPLE-NN: An efficient package for training and executing neural-network interatomic potentials

Computer physics communications, 2019-09, Vol.242, p.95-103

2019

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Toward Reliable and Transferable Machine Learning Potentials: Uniform Training by Overcoming Sampling Bias

Journal of physical chemistry. C, 2018-10, Vol.122 (39), p.22790-22795

2018

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Crystallization of amorphous GeTe simulated by neural network potential addressing medium-range order

Computational materials science, 2020-08, Vol.181, p.109725, Article 109725

2020

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Efficient Atomic-Resolution Uncertainty Estimation for Neural Network Potentials Using a Replica Ensemble

The journal of physical chemistry letters, 2020-08, Vol.11 (15), p.6090-6096

2020

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Metadynamics sampling in atomic environment space for collecting training data for machine learning potentials

npj computational materials, 2021-08, Vol.7 (1), p.1-9, Article 131

2021

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A band-gap database for semiconducting inorganic materials calculated with hybrid functional

Scientific data, 2020-11, Vol.7 (1), p.387-387, Article 387

2020

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A molecular dynamics study on the interface morphology of vapor-deposited amorphous organic thin films

Physical chemistry chemical physics : PCCP, 2019, Vol.21 (3), p.1484-1490

2019

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Computational discovery of p-type transparent oxide semiconductors using hydrogen descriptor

npj computational materials, 2018-04, Vol.4 (1), p.1-7, Article 17

2018

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All-atom simulation of molecular orientation in vapor-deposited organic light-emitting diodes

Journal of materials chemistry. C, Materials for optical and electronic devices, 2018, Vol.6 (5), p.1015-1022

2018

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Effects of annealing temperature and method on structural and optical properties of TiO2 films prepared by RF magnetron sputtering at room temperature

Applied surface science, 2007-02, Vol.253 (8), p.3888-3892

2007

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Atomic energy mapping of neural network potential

Physical review materials, 2019-09, Vol.3 (9), Article 093802

2019

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Effects of annealing temperature and method on structural and optical properties of TiO 2 films prepared by RF magnetron sputtering at room temperature

Applied surface science, 2007-02, Vol.253 (8), p.3888-3892

2007

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85‐1: Invited Paper: A Novel OLED Material Discovery based on AI Technology

SID International Symposium Digest of technical papers, 2024-06, Vol.55 (1), p.1176-1178

2024

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Blocking of metallic impurities in polymer EL Device by PI interlayer

Synthetic metals, 2003-04, Vol.137 (1), p.1043-1044

2003

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All-atom simulation of molecular orientation in vapor-deposited organic light-emitting diodesElectronic supplementary information (ESI) available. See DOI: 10.1039/c7tc05278b

2018-02

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Development of a SWAT Patch for Better Estimation of Sediment Yield in Steep Sloping Watersheds

Journal of the American Water Resources Association, 2009-08, Vol.45 (4), p.963-972

2009

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Development of a SWAT Patch for Better Estimation of Sediment Yield in Steep Sloping Watersheds 1

Journal of the American Water Resources Association, 2009-08, Vol.45 (4), p.963-972

2009

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Energy Resolution of a Single GEM Detector

Journal of the Korean Physical Society, 2009, 55(6), , pp.2366-2371

2009

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Development of a SWAT Patch for Better Estimation of Sediment Yield in Steep Sloping Watersheds1

Journal of the American Water Resources Association, 2009-08, Vol.45 (4), p.963-972

2009

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Fabrication of a GEM Detector and Its Signal Readout with a Homemade Readout Board

Journal of the Korean Physical Society, 2007-11, Vol.51 (5), p.1649-1653

2007

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Effects of 2-MeV electron beam irradiation on the physical properties of polyvinylalcohol-CdS and polyvinylalcohol-CdS-2 mercaptoethanol nanoparticles

Journal of the Korean Physical Society, 2010, 56(6), , pp.1807-1813

2010

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Ferroelectric Properties of (La, Mn)-Codoped BiFeO3 Thin Films Prepared by Chemical Solution Deposition

Journal of the Korean Physical Society, 2007-10, Vol.51 (12), p.138

2007

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Ferroelectric Properties of (La, Mn)-codoped BiFeO3 Thin Films Prepared by a Chemical Solution Deposition

Journal of the Korean Physical Society, 2007, 51(II), , pp.138-142

2007

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Novel PVD method for thin polymer film deposition and applications on Organic Devices

Journal of the Korean Physical Society, 2004, 45(3), , pp.623-626

2004

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Relative Clause Sentence Processing in Korean-Speaking School-Aged Children with and without Specific Language Impairment

Journal of speech, language, and hearing research, 2021-02, Vol.64 (2), p.510-530

2021

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SIMPLE-NN: An efficient package for training and executing neural-network interatomic potentials

Toward Reliable and Transferable Machine Learning Potentials: Uniform Training by Overcoming Sampling Bias

Crystallization of amorphous GeTe simulated by neural network potential addressing medium-range order

Efficient Atomic-Resolution Uncertainty Estimation for Neural Network Potentials Using a Replica Ensemble

Metadynamics sampling in atomic environment space for collecting training data for machine learning potentials

A band-gap database for semiconducting inorganic materials calculated with hybrid functional

A molecular dynamics study on the interface morphology of vapor-deposited amorphous organic thin films

Computational discovery of p-type transparent oxide semiconductors using hydrogen descriptor

All-atom simulation of molecular orientation in vapor-deposited organic light-emitting diodes

Effects of annealing temperature and method on structural and optical properties of TiO2 films prepared by RF magnetron sputtering at room temperature

Atomic energy mapping of neural network potential

Effects of annealing temperature and method on structural and optical properties of TiO 2 films prepared by RF magnetron sputtering at room temperature

85‐1: Invited Paper: A Novel OLED Material Discovery based on AI Technology

Blocking of metallic impurities in polymer EL Device by PI interlayer

All-atom simulation of molecular orientation in vapor-deposited organic light-emitting diodesElectronic supplementary information (ESI) available. See DOI: 10.1039/c7tc05278b

Development of a SWAT Patch for Better Estimation of Sediment Yield in Steep Sloping Watersheds

Development of a SWAT Patch for Better Estimation of Sediment Yield in Steep Sloping Watersheds 1

Energy Resolution of a Single GEM Detector

Development of a SWAT Patch for Better Estimation of Sediment Yield in Steep Sloping Watersheds1

Fabrication of a GEM Detector and Its Signal Readout with a Homemade Readout Board

Effects of 2-MeV electron beam irradiation on the physical properties of polyvinylalcohol-CdS and polyvinylalcohol-CdS-2 mercaptoethanol nanoparticles

Ferroelectric Properties of (La, Mn)-Codoped BiFeO3 Thin Films Prepared by Chemical Solution Deposition

Ferroelectric Properties of (La, Mn)-codoped BiFeO3 Thin Films Prepared by a Chemical Solution Deposition

Novel PVD method for thin polymer film deposition and applications on Organic Devices

Relative Clause Sentence Processing in Korean-Speaking School-Aged Children with and without Specific Language Impairment

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