KIAS CAC
Research

Publications

326 publications from 2017 to 2026

326 Publications
No.Title / AuthorsYearJournalTypeFieldDOI
1
Revealing Hidden Cosmic Flows through the Zone of Avoidance with Deep Learning
Alexandra Dupuy, Donghui Jeong, Sungwook E. Hong, Ho Seong Hwang, Juhan Kim, Hélène M. Courtois
2026The Astrophysical JournalPaperAstrophysics
2
High photovoltaic efficiency in bulk-stacked one-dimensional GeSe 2 van der Waals crystal
Seoung-Hun Kang, Youngjae Kim, Bo Gyu Jang, Sejoong Kim
2026Journal of Materials Chemistry APaperComputational Material Science
3
Geometric frustration in hydrogenated pentahexoctite: a first-principles search for the ground state of alternating configurations
Bo Gyu Jang, Sejoong Kim
2026Physical Chemistry Chemical PhysicsPaperComputational Material Science
4
Electron-doping-induced destabilization of the dimerized insulating state in monolayer IrTe 2
Mingyung Lee, Jae-Hyun Yun, Kyoo Kim, Hyobeom Lee, Woojin Choi, Kyoungree Park, Seha Lee, Hayoon Im, Choongyu Hwang, Bo Gyu Jang, Sung-Kwan Mo, Jinwoong Hwang
2026NanoscalePaperComputational Quantum Materials
5
Coexisting kagome and heavy fermion flat bands in YbCr6Ge6
Hanoh Lee, Churlhi Lyi, Taehee Lee, Hyeonhui Na, Jinyoung Kim, Sangjae Lee, Younsik Kim, Anil Rajapitamahuni, Asish K. Kundu, Elio Vescovo, Byeong-Gyu Park, Changyoung Kim, Charles H. Ahn, Frederick J. Walker, Ji Seop Oh, Bo Gyu Jang, Youngkuk Kim, Byungmin Sohn, Tuson Park
2026Nature CommunicationsPaperComputational Quantum Materials
6
RSPO: Regularized Self-Play Alignment of Large Language Models
Xiaohang Tang, Sangwoong Yoon, Seongho Son, Huizhuo Yuan, Quanquan Gu, Ilija Bogunovic
2026International Conference on Machine Learning 2026PaperMachine Learning-
7
Stochastic intracellular calcium dynamics show preserved structures identified by deep learning classification
Jaesung Choi, Athokpam Langlen Chanu, Shakul Awasthi
2026PLOS Computational BiologyPaperComputational Biology
8
Human brain state classification via permutation entropy of EEG phase dynamics across consciousness levels and inattentive-type ADHD
Athokpam Langlen Chanu, Youngjai Park, Jaesung Choi, Younghwa Cha, UnCheol Lee, Joon-Young Moon, Jong-Min Park
2026Chaos, Solitons & FractalsPaperBiological Physics
9
Signatures of Long-Lived Heavy Neutral Leptons from Neutrinophilic Charged Higgs Pair Production at the LHC
Nobuchika Okada, Prasenjit Sanyal, Ravindra Kumar Verma
2026-PaperParticle Physics
10
Dark Photon mediated Inelastic Dark Matter in Cosmology, Astrophysics and Colliders
Abhishek Roy, Prasenjit Sanyal, Stefano Scopel
2026-PaperParticle Physics
11
Co-occurring Associated REtained concepts in Diffusion Unlearning
Miso Kim, Georu Lee, Yunji Kim, Hoki Kim, Jinseong Park, Woojin Lee
2026International Conference on Learning RepresentationsPaperAI-
12
Differentially private upsampling for enhanced anomaly detection in imbalanced data
Yujin Choi, Jinseong Park, Youngjoo Park, Jaewook Lee, Junyoung Byun
2026Engineering Applications of Artificial IntelligencePaperEngineering Applications of Artificial Intelligence
13
LeStrat-Net: Lebesgue style stratification for Monte Carlo simulations powered by machine learning
Kayoung Ban, Myeonghun Park, Raymundo Ramos
2026Computer Physics CommunicationsPaperComputer Physics Communications
14
Atomistic insights into hydrogen migration in IGZO from machine-learning interatomic potential: linking atomic diffusion to device performance
Hyunsung Cho, Minseok Moon, Jaehoon Kim, Eunkyung Koh, Hyeon-Deuk Kim, Rokyeon Kim, Gyehyun Park, Seungwu Han, Youngho Kang
2026Journal of Materials Chemistry CPaperJournal of Materials Chemistry C
15
Etching-to-deposition transition in SiO2/Si N using CH F ion-based plasma etching: An atomistic study with neural network potentials
Hyungmin An, Sangmin Oh, Dongheon Lee, Jae-hyeon Ko, Dongyean Oh, Changho Hong, Seungwu Han
2026Applied Surface SciencePaperApplied Surface Science
16
Value Gradient Sampler: Learning Invariant Value Functions for Equivariant Diffusion Sampling
Himchan Hwang, Hyeokju Jeong, Dong Kyu Shin, Che-Sang Park, Sehee Kweon, Sangwoong Yoon, Frank Chongwoo Park
2026Twenty-Ninth Annual Conference on Artificial Intelligence and StatisticsProceedingAI
17
wd1: Weighted Policy Optimization for Reasoning in Diffusion Language Models
Xiaohang Tang, Rares Dolga, Sangwoong Yoon, Ilija Bogunovic
2026International Conference on Learning RepresentationsProceedingAI
18
Robust Multi-Objective Controlled Decoding of Large Language Models
Seongho Son, William Bankes, Sangwoong Yoon, Shyam Sundhar Ramesh, Xiaohang Tang, Ilija Bogunovic
2026International Conference on Learning RepresentationsProceedingAI
19
Disorder-Induced Mottness in a Doped Mott Insulator
Hyungryul Yang, Gyeongbo Kim, Byeongin Lee, Dirk Wulferding, Bo Gyu Jang, Doohee Cho
2026Nano LettersPaperComputational Quantum Materials
20
Insulator‐Metal Transition and Magnetic Collapse of CrSBr Under High Pressure
Seulbi Kim, Resta A. Susilo, Bo Gyu Jang
2026physica status solidi (RRL) – Rapid Research LettersPaperComputational Material Science
Showing 1 - 20 of 326 publications
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