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김동규 교수

Donggyu Kim

KAIST 물리학과 · 경제학

연구실 소개

김동규 교수의 연구실은 표면 미세 구조와 액체 거동 간의 상호작용을 중심으로 한 웨팅 이론 및 나노스케일 표면 기반 응용을 연구하고 있습니다. 특히 유한 크기의 물방울에서 나타나는 접촉역학과 그래핀을 포함한 2차원 물질에서의 표면 거칠기 및 점성 효과가 미치는 영향을 이론적·수치적 접근으로 분석하고 있습니다. 또한 고주파 금융 데이터 기반의 복잡한 파라미터 추정 기법을 활용해 금융 시장의 변동성 전이 및 리스크 전파 메커니즘을 규명하고 있습니다. 이처럼 물리학적 기초 이론과 실용적 응용을 융합한 다학제적 연구가 특징입니다.

웨팅 이론고주파 금융 데이터표면 미세 구조변동성 추정리스크 전이

연구 현황

논문 수
135
총 인용 수
1,034
최근 5년 논문
76
주요 분야
경제학

연구 성과 추이

표시된 성과는 수집된 데이터 기준으로 산출되며, 일부 차이가 있을 수 있습니다.

5개년 연도별 논문 게재 수
76총합
2022
2023
2024
2025
2026
5개년 연도별 피인용 수
147총합
20222023202420252026

주요 논문

15
1
논문|인용수 99·2016
Wetting theory for small droplets on textured solid surfaces
Donggyu Kim, Nicola M. Pugno, Seunghwa Ryu
SJR Q1Scientific ReportsOA

Conventional wetting theories on rough surfaces with Wenzel, Cassie-Baxter, and Penetrate modes suggest the possibility of tuning the contact angle by adjusting the surface texture. Despite decades of intensive study, there are still many experimental results that are not well understood because conventional wetting theory, which assumes an infinite droplet size, has been used to explain measurements of finite-sized droplets. Here, we suggest a wetting theory applicable to a wide range of drople

Surfaces, Coatings and FilmsMaterials Science
2
논문|인용수 67·2016
Asymptotic theory for large volatility matrix estimation based on high-frequency financial data
Donggyu Kim, Yazhen Wang, Jian Zou
SJR Q1Stochastic Processes and their Applications
FinanceEconomics, Econometrics and Finance
3
논문|인용수 58·2018
Factor GARCH-Itô models for high-frequency data with application to large volatility matrix prediction
Donggyu Kim, Jianqing Fan
SJR Q1Journal of Econometrics
FinanceEconomics, Econometrics and Finance
4
논문|인용수 54·2016
Unified discrete-time and continuous-time models and statistical inferences for merged low-frequency and high-frequency financial data
Donggyu Kim, Yazhen Wang
SJR Q1Journal of Econometrics
FinanceEconomics, Econometrics and Finance
5
논문|인용수 46·2017
The effects of neural mobilization on cervical radiculopathy patients’ pain, disability, ROM, and deep flexor endurance
Donggyu Kim, Sin Ho Chung, Ho Bal Jung
SJR Q2Journal of Back and Musculoskeletal Rehabilitation

These results suggest that the NMCT can pain relief, recovery from neck disability, ROM, and deep flexor endurance for patients with CR.

PharmacologyMedicine
6
논문|인용수 35·2015
Solving the Controversy on the Wetting Transparency of Graphene
Donggyu Kim, Nicola M. Pugno, Markus J. Buehler, Seunghwa Ryu
SJR Q1Scientific ReportsOA

Since its discovery, the wetting transparency of graphene, the transmission of the substrate wetting property over graphene coating, has gained significant attention due to its versatility for potential applications. Yet, there have been debates on the interpretation and validity of the wetting transparency. Here, we present a theory taking two previously disregarded factors into account and elucidate the origin of the partial wetting transparency. We show that the liquid bulk modulus is crucial

Materials ChemistryMaterials Science
7
논문|인용수 34·2018
Large volatility matrix estimation with factor-based diffusion model for high-frequency financial data
Donggyu Kim, Yi Liu, Yazhen Wang
SJR Q1BernoulliOA

Large volatility matrices are involved in many finance practices, and estimating large volatility matrices based on high-frequency financial data encounters the “curse of dimensionality”. It is a common approach to impose a sparsity assumption on the large volatility matrices to produce consistent volatility matrix estimators. However, due to the existence of common factors, assets are highly correlated with each other, and it is not reasonable to assume the volatility matrices are sparse in fin

FinanceEconomics, Econometrics and Finance
8
논문|인용수 29·2017
Adaptive thresholding for large volatility matrix estimation based on high-frequency financial data
Donggyu Kim, Xinbing Kong, Cuixia Li, Yazhen Wang
SJR Q1Journal of Econometrics
FinanceEconomics, Econometrics and Finance
9
논문|인용수 25·2023
Adaptive robust large volatility matrix estimation based on high-frequency financial data
Minseok Shin, Donggyu Kim, Jianqing Fan
SJR Q1Journal of Econometrics
FinanceEconomics, Econometrics and Finance
10
논문|인용수 24·2019
Structured volatility matrix estimation for non-synchronized high-frequency financial data
Jianqing Fan, Donggyu Kim
SJR Q1Journal of Econometrics
FinanceEconomics, Econometrics and Finance
11
논문|인용수 19·2016
Sparse PCA-based on high-dimensional Itô processes with measurement errors
Donggyu Kim, Yazhen Wang
SJR Q1Journal of Multivariate Analysis
FinanceEconomics, Econometrics and Finance
12
논문|인용수 17·2023
Effect of the U.S.–China Trade War on Stock Markets: A Financial Contagion Perspective
Minseog Oh, Donggyu Kim
SJR Q1Journal of Financial EconometricsOA

In this article, to model risk contagion between the U.S. and China stock markets based on high-frequency financial data, we develop a novel continuous-time jump-diffusion process. For example, we consider three channels for volatility contagion—such as integrated volatility, positive jump variation, and negative jump variation—and each stock market is able to affect the other stock market as an overnight risk factor. We develop a quasi-maximum likelihood estimator for model parameters and estab

FinanceEconomics, Econometrics and Finance
13
논문|인용수 12·2021
Adaptive Robust Large Volatility Matrix Estimation Based on High-Frequency Financial Data
Minseok Shin, Donggyu Kim, Jianqing Fan
SSRN Electronic JournalOA
FinanceEconomics, Econometrics and Finance
14
논문|인용수 11·2015
Statistical Inference for Unified Garch–Itô Models with High‐Frequency Financial Data
Donggyu Kim
SJR Q1Journal of Time Series Analysis

The existing estimation methods for the model parameters of the unified GARCH–Itô model (Kim and Wang, ) require long period observations to obtain the consistency. However, in practice, it is hard to believe that the structure of a stock price is stable during such a long period. In this article, we introduce an estimation method for the model parameters based on the high‐frequency financial data with a finite observation period. In particular, we establish a quasi‐likelihood function for daily

FinanceEconomics, Econometrics and Finance
15
논문|인용수 10·1993
The wear properties of carbon/carbon composites prepared by chemical vapour deposition
Donggyu Kim, Dae-Weon Kweon, Jai‐Young Lee
Journal of Materials Science Letters
Mechanical EngineeringEngineering

대표 연구 분야

FinanceEconomics and EconometricsComputational Theory and MathematicsStatistics and ProbabilitySurfaces, Coatings and FilmsManagement Science and Operations Research

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