KSIAM

Participants

Plenary Speakers :

Byoung-Tak Zhang(Computer Science and Engineering, Seoul National University ): Steps Toward Human-Level AI

Ganguk Hwang(Department of Mathematical Sciences, KAIST ): Bayesian Machine Learning With Gaussian Processes

Special Session Speakers :

AI Today in MATLAB: organizer, Jang Won Lee (MathWorks)

Kyu-Hwan Jang (Application Engineering Group, MathWorks): Deploying AI to Embedded and Enterprise Systems

Jun-Sang Eom (Application Engineering Group, MathWorks ): The Evolving Role of Artificial Intelligence in Biomedical Applications

Kyu-Hwan Jang (Application Engineering Group, MathWorks ): AI in Finance Application

Jun-Sang Eom (Application Engineering Group, MathWorks ): Field equipment analytics: Anomaly detection in Power plant case study

Applications of Mathematical Data Science in Industry: organizer, Minjung Gim (NIMS)

Seunghwan Yang (산업수학혁신센터, 국가수리과학연구소): Estimation of price patterns in apartments using clustering
(with Minjung GIM, Dong Heon CHEO)

Jeong Rye Park (Department of Mathematics, Pusan National University): DEVELOPMENT OF AN ALGORITHM IMPROVING LABEL ARRANGEMENTS IN OFFSET PRINTING
(with Geun Soo Jang, Taehyeong Kim, Hyun-min Kim, Ki Man Kong, Jong-hyeon Seo, Sang-hyup Seo, Shin won Yoon)

최윤영 (수학원리응용팀, 국가수리과학연구소): Lithium-ion Batteries Model Identification under Various Operating Conditions

Jae-Hun Jung (Mathematics, POSTECH ): Topological Data Analysis of Korean Music in Jeongganbo and Machine Composition
(with Mai Lan Tran)

Medical Image Reconstruction and Analysis: organizer, Hyoung Suk Park (NIMS)

Hyoung Suk Park (의료수학연구부, 국가수리과학연구소): Unpaired-paired learning for scattering correction in Cone-beam Computed Tomography
(with Kiwan Jeon)

Kyungsang Kim (Radiology, Massachusetts General Hospital and Harvard Medical School): Domain adaptation few-shot learning for PET image denoising

Young Jin Jeong (Department of Nuclear Medicine, Dong-A University Hospital): Experience in solving problems using artificial intelligence methods on PET images (with NIMS)

Chang Min Hyun (School of Mathematics and Computing (CSE), Yonsei Univeresity): Metal Artifact Reduction with Shape Prior for 3D Low Dose Maxillofacial CBCT Imaging

Mathematics of Geosciences: organizer, Sung-Ik Sohn (Gangneung-Wonju National University)

Sehun Chun (Underwood International College, Yonsei University): SWE conservational error caused by geometric approximation error on the spherical earth

Sung-Ik Sohn (수학과, 강릉원주대학교): Modeling of Jet Streams and Polar Vortex on a Rotating Sphere
(with Sun-Chul Kim)

Young Jin Kim (공공문제연구팀, NIMS): Sea level rise estimation near the Korean peninsula using CEEMDAN with tidal data
(with Harksoo Song, Jongho Kim, and Hyuk Kang)

Sangil Kim (Mathematics, Pusan National University): Data Assimilation : Predicting the Unpredictable
(with 정일효)

Optimization and Machine LearningⅠ: organizer, Donghwan Kim (KAIST)

Sucheol Lee (수리과학과, KAIST): Semi-Anchored Multi-Step Gradient Descent Ascent Method for Structured Nonconvex-Nonconcave Composite Minimax Problems
(with Donghwan Kim)

Sanghyuk Chun (AI Lab, NAVER): AdamP: Slowing Down the Slowdown for Momentum Optimizers on Scale-invariant Weights

Ernest K. Ryu (수리과학부, 서울대학교): NONLINEAR OPERATOR THEORY AND FIXED-POINT ITERATIONS

박찬우 (통계학과, Seoul National University): Factor-$\sqrt{2}$ Acceleration of Accelerated Gradient Methods
(with Jisun PARK, Ernest K. Ryu)

Optimization and Machine LearningⅡ: organizer, Donghwan Kim (KAIST)

윤세영 (Graduate school of AI, KAIST): Meta-Learning and Representation Change
(with 오재훈, 유형준, 김창환)

윤태호 (수리과학부, 서울대학교): Accelerated Algorithms for Smooth Convex-Concave Minimax Problems with O(1/k^2) Rate on Squared Gradient Norm
(with Ernest K. Ryu)

이종민 (수리과학부, 서울대학교 수리과학부 대학원): A Geometric Structure of Acceleration and Its Role in Making Gradients Small Fast
(with Chanwoo Park, Ernest Ryu)

Joong-Ho Won (Department of Statistics, Seoul National University): Proximity Operator of the Matrix Perspective Function and its Applications

Biomedical Mathematics: organizer, Jaekyoung Kim (KAIST/ IBS)

채정우 (약학대학, 충남대학교 ): PK/PD modeling and its utilization in drug development and real-world data prediction

Eunjung Kim (Natural Product Informatics Research Center, Korea Institute of Science and Technology): Mathematical and computational modeling approach for cancer treatment

변종혁 (수리과학연구소, 부산대 수리과학연구소): Inference for a stochastic PKPD model via Approximate Bayesian Computation
(with Il Hyo Jung)

Jae Kyoung Kim (수리과학과, KAIST): Mathematical modeling and machine learning approach for sleep disorders.

Numerical Analysis and Machine Learning: organizer, Eun-Hee Park (Kangwon National University)

YoungKyu Lee (수리과학과, KAIST): Two-level Group Convolution
(with Jongho Park, Chang-Ock Lee)

Minam Moon (Mathematics, Korea Military Academy): Deep learning approaches for generalized multiscale finite element method

Chohong Min (수학과, 이화여자대학교): Convergence analysis on Deep Neural Networks

HEE JUN YANG (Mathematics, KYUNG HEE UNIVERSITY): TWO-LEVEL DOMAIN DECOMPOSITION ALGORITHMS FOR PHYSICS-INFORMED NEURAL NETWORKS
(with Hyea Hyun Kim)

Cell Motility: organizer, Yongsam Kim (Chung-Ang University)

전형민 (기계시스템공학부, 전북대학교): 세포 군집 이동을 모사하기 위한 연속체역학 기반 유한요소 모델링
(with 송필무, 박용두, 심은보)

Lee, Wanho (의료수학연구부, 국가수리과학연구소): Computational simulation of E. coli propelled by bacterial flagella
(with Yongsam Kim, Charles S. Peskin, and Sookkyung Lim)

Yangjin Kim (Mathematics, Konkuk University): Collective migration of glioma cells through signaling in the presence and absence of reactive astrocytes and stem cells after surgery

Sookkyung Lim (Department of Mathematical Sciences, University of Cincinnati): How do flagellated bacteria swim?

Recent Progress in Digital Dentistry Integrating CBCT and Vision: organizer, Kiwan Jeon (NIMS)

Hye sun Yun (School of Mathematics and Computing (Computational Science and Engineering), Yonsei University): Fully automated individual tooth-based registration of intra-oral scan and CBCT data
(with Tae Jun Jang, Chang Min Hyun)

Tae Jun Jang (Computational Science and Engineering, Yonsei University): Individual tooth segmentation in 3D dental model using 2D full arch view

Jeon, Kiwan (의료수학연구부, 국가수리과학연구소): Recent Progress in Advanced Cephalometry Environment

Sung Min Lee (소프트웨어팀, HDXWILL): Augmentation of orientation trueness of head CBCT radiographs by learning-based skull segmentation improves repeatability and accuracy of craniofacial analysis

CJK-SIAM Mini-SymposiumⅠ : Emerging Mathematics in AI : organizer, Eunok Jung (Konkuk University)

Yingzhou Li (School of Mathematical Sciences, Fudan University): Variational Training of Neural Network Approximations of Solution Maps for Physical Models

Taiji Suzuki (Department of Mathematical Informatics, The University of Tokyo): Benefit of deep learning: Efficiency of function estimation and its optimization guarantee

Zaiwen Wen (Beijing International Center for Mathematical Research, Peking University, China): Sketchy Empirical Natural Gradient Methods for Deep Learning
(with Minghan Yang , Dong Xu , Mengyun Chen, Pengxiang Xu)

Ernest K. Ryu (Department of Mathematical Sciences, Seoul National University): WGAN WITH AN INFINITELY WIDE GENERATOR HAS NO SPURIOUS STATIONARY POINTS
(with Albert No, Taeho Yoon, Sehyun Kwon)

CJK-SIAM Mini-SymposiumⅡ : Mathematical Modeling of Emerging Infectious Diseases: organizer, Chang Hyeong Lee (UNIST)

HyojungLee (부산의료수학센터, 국가수리과학연구소): Forecasting the spread of COVID-19 according to the effect of interventions in Republic of Korea

Takashi Tsuchiya (-, National Graduate Research Institute for Policy Studies): A Simple Mathematical Model On Spread of COVID-19 and Its Application to JAPAN

Yanni Xiao (School of Mathematics and Statistics, Xi'an Jiaotong University ): Multi-scale mathematical models of the COVID-19 pandemic

Jin CHENG (School of Mathematical Sciences, Fudan University): A linear nonlocal model for outbreak of COVID-19 and parameter identification

List of Participants :

Speakers :

Jiho Hong(KAIST, 수리과학과 ): On the first Steklov-Dirichlet eigenvalue for eccentric annuli (BP)

Dohyun Kim(연세대학교, 수학계산학부(계산과학공학) ): Staggered DG method with small edges for Darcy flows in fractured porous media (BP)

Hoin Jung(Seoul National University, Computational Science and Technology ): Boundary Improvement Module for Binary Semantic Segmentation in Remote Sensing (BP)

Youngjoon Hong(San Diego State University, Math ): Deep learning algorithm with the aid of numerical methods (BP)

Sanghee Lee(연세대학교, 수학계산학부(계산과학공학) ): An expanded staggered DG for the heterogeneous diffusion equation (BP)

Hyuntae Cho(서울대학교, 수리과학부 ): A second-order monolithic methods for solving incompressible flow on quadtree and irregular domains. (BP)

Eunha Shim(숭실대학교, 수학과 ): Impact of COVID-19 variants on vaccination program in South Korea (BP)

M A Masud(KIST Gangneung Institute, 679 Saimdang-ro, Gyeongpo-dong, Gangneung-si, Gangwon-do of Natural Products , , Natural Product Informatics Research Center ): OPTIMAL CONTAINMENT STRATEGY FOR CANCER (BP)

Bongyeong Koo(서울대학교, 수리과학부 ): Using feature pyramid information for weakly supervised object localization (BP)

Hongkyu Yoon(울산과학기술원, 수리과학과 ): Neurodynamical Role of STDP in Storage and Retrieval of Associative Information (BP)

jaeYoung Park(부산대학교(Pusan National University), 항공우주공학과 ): 인공신경망 기반 극초음속 경계층 선형 불안정성 예측 연구 (BP)

Juhyun Kim(서울대학교, 항공우주공학과 ): 고차정확도 내재적 대와류모사를 위한 수치정확도에 따른 격자 조밀도 관계식 연구 (BP)

Gwanghyun Jo(군산대학교, 수학과 ): Numerical simulation of Poisson-Boltzmann-Nerst-Plank model based on structured grid (BP)

Jun Ho Lee(건국대학교, 수학과 ): Role of neutrophil extracellular traps in regulation of lung cancer invasion: a Computational Model (BP)

Byeongseon Jeong(이화여자대학교, 수리과학연구소 ): QUASI-INTERPOLATION OF MULTIVARIATE FUNCTIONS ON SPARSE GRIDS (BP)

Park, Jongho(KAIST, 자연과학연구소 ): Fast gradient methods for uniformly convex and weakly smooth problems (BP)

Youngsuk Ko(Konkuk Univ., Mathematics ): Mathematical modeling of COVID-19 considering heterogenous transmission and vaccination in the Republic of Korea: from the initiation to herd immunity (BP)

Younhee Lee(Chungnam National University, Department of Mathematics ): Irreversible investment decision problem with jumps on finite time horizon (BP)

Hyukpyo Hong(KAIST, Mathematical Sciences ): Derivation of stationary distributions of biochemical reaction networks via structure transformation (BP)

Choi, Doosung(KAIST, 수리과학과 ): Analytic shape reconstruction of a conductivity inclusion by using Faber polynomials (BP)

Sungha Yoon(고려대학교 과학기술대학, 자연과학연구소 ): A linear convex splitting method to a high-order Cahn--Hilliard equation (BP)

Jeonggyu Huh(전남대학교, 통계학과 ): Extensive networks would eliminate the demand for pricing formulas (BP)

JIN KYU YU(KAIST, Mathematical Sciences ): Defect inspection in semiconductor images (BP)

Chun Jae Park(Konkuk university, mathematics ): Successive finite element methods for Stokes equations (BP)

Donggu Lee(Konkuk University, Mathematics ): Mathematical model of STAT signaling pathways in cancer development and optimal control approaches (BP)

Seungchan Ko(University of Hong Kong, Mathematics ): Finite element approximation of an incompressible chemically reacting non-Newtonian fluid (BP)

김태경(전남대학교, 통계학과 ): ACCURATE AND EFFICIENT COUMPUTATION OF IMPLIED VOLATILITIES USING NEURAL NETWORK (BP)

Dae Wook Kim(KAIST, 수리과학과 ): Spatiotemporal stochastic modeling reveals a hidden compensation mechanism for robust daily rhythms (BP)

Kyeol Yune(Seoul National University, Department of Aerospace Engineering ): DESIGN OF LEAST-SQUARE SWITCHING FUNCTION FOR ACCURATE AND EFFICIENT GRADIENT ESTIMATION ON UNSTRUCTURED GRID (BP)

Posters :

Kimminseok(KyungHee University, Applied mathematics): Spatial-temporal patterns of COVID-19 using dynamic mode decomposition (POSTER)

후위안멍(Pusan National University, Mathematics): Composition-Aware Image Steganography through Adversarial Self-Generated Supervision (POSTER)

LI QI(Pusan National University , Department of Mathematics ): The Pricing of Vulnerable Power Options with Double Mellin Transforms (POSTER)

Kim, Donghyun(Pusan National University, Mathematics): Closed-form pricing formula for foreign equity option with credit risk (POSTER)

이종규(PNU, mathematics): COMPLEXITY ANALYSIS OF INFEASIBLE PRIMAL-DUAL INTERIOR POINT METHOD FOR SEMIDEFINITE OPTIMIZATION BASED ON THE NEW CLASS OF KERNEL FUNCTIONS. (POSTER)

Mijin Ha(부산대학교, 수학과): The Pricing of Vulnerable Power Options with Double Mellin Transforms (POSTER)

Meiyan Jiang(부산대학교, 수학과): PARTICLE FILTERING FOR STOCHASTIC CESSI-YOUNG EQUATION (POSTER)

GyoungMin Lim(부산대학교, 수학과): Understanding and Optimal Ensemble Size of Ensemble Kalman Filter via Lorenz Model (POSTER)

jialijiao(부산대학교 자연과학대학, 수학과 ): Stability Analysis of a Three-dimensional Host-parasitoid Model with Logistic Growth Function (POSTER)

전기현(경북대학교, 수학부): Singular value decomposition of the attenuated conical Radon transform with a fixed central axis and opening angle (POSTER)

Cho Eun Hae(부산대학교, 수학과): 4D-Var Method with Lorenz 63 Model (POSTER)

Park Yea Chan(서울대학교 대학원, 수리과학부): Effective Gradient Leakage for Model Inversion (POSTER)

SoyeonKim(Pusan National University, Mathematics): Particle Filter and Ensemble Kalman Filter for Stochastic ODE (POSTER)

Azimov Sherkhon Azizkhon ugli(Pusan national university, Mathematics): Applications of the Particle Filter to the Double-Well Potential Model (DWPM) (POSTER)

Yedarm Seong(서울대학교, 계산과학전공): Benefits of the reward system in text generation (POSTER)

Sajida Parveen(Pusan National University, Mathematics): The effect of the awareness and treatment on HIV spread in developing and developed countries (POSTER)

류호형(경희대학교, 수학과): A Study on the Effects of Isolation and Contact-Tracing Interventions for COVID-19 in South Korea (POSTER)

조한얼(건국대학교, 수학과): Effect on tumor growth in systems of two different types of tumor-associated neutrophils : A mathematical model (POSTER)

Park Seho(KAIST, 수리과학과): Personalized sleep-wake patterns aligned with circadian rhythm relieve daytime sleepiness (POSTER)

Jungkeong Kil(Seoul National University, Mathematic): Novel methods for effective household object classification using depth images (POSTER)

Muhammad Said(Pusan National University , Mathematics ): Sensitivity and stability analysis of an Ebola Virus disease and GB virus C co-infection (POSTER)

Leejuneho(부산대학교, 수학과): Korean Document Clustering by Topic Using Matrix Factorizations (POSTER)

김미지(부산대학교, 부산대학교대학원): PARTICLE TRACING USING LTRANS (POSTER)

송윤민(한국과학기술원, 수리과학과): Universally valid reduction of multiscale stochastic biochemical systems with simple non-elementary propensities (POSTER)

KIM DAEUN(INHA university, mathematics): A study on Convolutional Neural Network for Classification of Brain Tumors (POSTER)

Jihyeon KIM(부산대학교, 수학과): Understanding and Optimal Ensemble Size of Ensemble Kalman Filter via Lorenz Model. (POSTER)

leesieun(부산대학교, 수학과): Data Assimilation : real-time forecasting Hand-Foot-and-Mouth Disease(HFMD) (POSTER)

KIM NAMJUN(Chonnam national university, Mathematics): Efficient training of pricing networks using Greeks (POSTER)

Jeong Hoon Ju(Pusan National University, Department of Mathematics): OPTIMAL CONSTANT FOR GENERALIZED DIAGONAL UPDATE METHOD (POSTER)

DongHeon Seong(부산대학교, 수학과): Particle Tracking Using LTRANS (POSTER)

Youjin Lee(Pusan National University, Mathematics): DISTINGUISHING NON-TUBERCULOUS MYCOBACTERIA LUNG DISEASE AND TUBERCULOSIS USING DEEP LEARNING (POSTER)

구은한(한국과학기술원, 수리과학과): DEVELOPMENT OF A MATHEMATICAL MODEL FOR PREDICTING ACCURATE HEPATIC CLEARANCE OF DRUG (POSTER)

Kyungrok Lee(연세대학교, 수학계산학부(계산과학공학)): Construction of a WENO scheme based on the exponential approximation space enhancing the third-order WENO scheme (POSTER)

JAVEED SHAMA(Pusan National University , Mathematics ): Blood Flow in Catheterized Artery (POSTER)

김성윤(연세대학교, 수학계산학부(계산과학공학)): Information Maximizing Generative Adversarial Networks for Capacity Estimation Using Impedance of Lithium-Ion Batteries (POSTER)

TIANTIAN XU(Yonsei university, School of Mathematics and Computing (Computational Science and Engineering)): Efficient immersed boundary projection method for heat transfer problems (POSTER)

소범기(연세대학교, 계산과학공학과): Web-Based Diagnostic Performance Comparison of Mobile phone and Computer through CNN in Diagnosing Thyroid Nodule on Ultrasonography (POSTER)

Jeahan Jung(포항공과대학교, 수학과): A BAYESIAN DEEP LEARNING FRAMEWORK FOR UNCERTAINTY QUANTIFICATION OF STOCHASTIC PARTIAL DIFFERENTIAL EQUATIONS (POSTER)

정항순(연세대학교, 수학계산학부(계산과학공학)): CNN-based Prediction of Knee-point in Capacity Degradation of Li-Ion Batteries (POSTER)

김상현(연세대학교, 수학계산학부(계산과학공학)): Mathematical Modeling and Numerical Simulation of Lithium-Ion Batteries (POSTER)

채석주(KAIST, Department of Mathematical Sciences): Data-based inference method reveals the network structure of the circadian clock (POSTER)

garam Kim(Technische Universität Berlin, Institut für Mathematik): Designing optimizing procedures for task switching to ensure efficiency in the hospital laboratory (POSTER)

Participants : Speakers and Posters excluded