Data-free physics-informed inverse programming of bistable kirigami energy landscapes

Sukheon Kang(강석헌), Sukkyung Kang(강석경),Sanha Kim(김산하), Seunghwa Ryu(유승화)

Materials Horizons (Royal Society of Chemistry)

열전발전기 성능과 수명 향상을 위한 계산 기반 설계 전략 종합 리뷰

Wabi Demeke+, Junhyeong Lee+, Inhyo Lee+, Byungki Ryu*, Seunghwa Ryu*

Renewable and Sustainable Energy Reviews

희소 센서 데이터 기반 시간-의존 PDE의 실시간 전역장 예측을 위한 물리정보 신경망 대리모델 (FTI-PBSM) 개발

노홍균, 박정훈, 최민석, 임재혁

Applied Soft Computing

Large Language Model-enhanced Multi-agent Framework for Seamless Design and Manufacturing Integration

Hoonhyung Chung, Jeongwoo Lee, Seongmin Kwak, Minwoo Lee, Sooyoung Lee

Journal of Industrial Information Integration

DNN-Based HRIRs Identification With a Continuously Rotating Speaker Array

Byeong-Yun Ko, Deokki Min, Hyeonuk Nam, and Yong-Hwa Park

IEEE Transactions on Instrumentation and Measurement

Robust prediction of parameterized cardiovascular hemodynamics using deep operator networks with time normalization

Junki Hong, Bomi Lee, Adelle Ria Persad, Hyunwoo Song, Changhee Min, Jae-Hak Jeong, Alireza Doostan, Yong-Hwa Park

Computer Methods and Programs in Biomedicine

Leveraging LLM for Semantic Interpretation of Fused Vibro-Acoustic Descriptors in Multi-Fault Diagnosis

Rismaya Kumar Mishra, Wonho Jung, Wonjun Yi, Altaf Hussain, Shahab Fatima, Yong-Hwa Park

IEEE Access

Importance of Molecular Weight of Conjugated Polymer Thin Films on Thermomechanical Reliability of Stretchable Organic Semiconductors

김동준, 이진우, 배기현, 강태엽, 마부수, 김범준, 김택

Chemistry of Materials

A machine learning framework for simultaneous identification of mechanical properties and residual stress from single spherical indentation

Myung-Sung Kim, Minho Yoon, Hayoung Chung

International Journal of Pressure Vessels and Piping