(2026)
Electrical Resistivity Change Upon Crystallization as a Robust Descriptor for Metallic Glass Forming Ability.
ADVANCED MATERIALS.
38,
48
(2026)
Strengthening Mechanisms of Mo–Nb–Ti and Ta–Nb–Ti Complex-concentrated Alloys: Data-Driven Insights from Atomic Descriptors and Short-Range Order.
INTERNATIONAL JOURNAL OF PLASTICITY.
197,
104556
(2025)
Unveiling key descriptors for electrical resistivity of alloys using high-throughput experiments and explainable AI.
NPJ COMPUTATIONAL MATERIALS.
11,
300
(2025)
Enhancing thermal stability and crack resistance in Co-Cr-Ti superalloy films through Mo doping: A combinatorial study.
ACTA MATERIALIA.
1,
1
(2025)
Enhancing corrosion resistance of Ti-coated SUS316L bipolar plates: The role of residual stress and microstructural evolution.
CORROSION SCIENCE.
256,
1
(2025)
Data-driven investigation of magnetostructural phase distributions in Mn-Fe-Ni-Si-Al alloy library.
JOURNAL OF ALLOYS AND COMPOUNDS.
1029,
1
(2025)
Investigation of thermal emissivity and electrical resistivity of highly reflective nano-grained metal films.
APPLIED THERMAL ENGINEERING.
268,
2
(2024)
Data-driven discovery of ultrahigh specific hardness alloys.
JOURNAL OF MATERIALS RESEARCH AND TECHNOLOGY-JMR&T.
33,
1
(2024)
Glycerol Vapor Assisted Cu Direct Bonding: Implications for 3D Semiconductor Packaging.
ADVANCED MATERIALS TECHNOLOGIES.
10,
5
(2024)
All-glycerogel stretchable supercapacitor with stable performance in a wide temperature window from −20 to 80 °C.
CHEMICAL ENGINEERING JOURNAL.
496,
(2024)
Microstructures, electrical and mechanical properties of the magnetron sputter deposited metal thin films at variable angles.
THIN SOLID FILMS.
802,
1
(2024)
Machine Learning Prediction Models for Solid Electrolytes Based on Lattice Dynamics Properties.
JOURNAL OF PHYSICAL CHEMISTRY LETTERS.
15,
22
(2024)
Machine learning investigation of high-k metal gate processes for dynamic random access memory peripheral transistor.
APL MATERIALS.
12,
2
(2023)
Experimental data management platform for data-driven investigation of combinatorial alloy thin films.
APL MATERIALS.
11,
9
(2023)
Combined effects of residual stress and microstructure on degradation of Cu thin films on Si.
THIN SOLID FILMS.
764,
1
(2022)
Combinatorial discovery of irradiation damage tolerant nano-structure d W-base d alloys.
JOURNAL OF NUCLEAR MATERIALS.
572,
1
(2022)
DATa: Domain Adaptation-aided deep Table detection using visual-lexical representations.
KNOWLEDGE-BASED SYSTEMS.
258,
1
(2022)
Liquid-metal micro-networks with strain-induced conductivity for soft electronics and robotic skin.
NPJ FLEXIBLE ELECTRONICS.
6,
1
(2022)
Mechanical, electrical properties and microstructures of combinatorial Ni-Mo-W alloy films.
JOURNAL OF ALLOYS AND COMPOUNDS.
919,
1
특허/프로그램
박막의 기계 및 전기 물성 고속 측정 시스템.
10-2019-0066408.
20210201.
대한민국
수상/공훈
2020, 실험역학젊은연구자상, 대한기계학회
학술회의논문
(2026)
COMBINATORIAL EXPERIMENTAL STUDY ON THE MECHANICAL BEHAVIOR OF Mo–Nb–Ti AND Ta–Nb–Ti COMPLEX-CONCENTRATED ALLOY THIN FILMS.
International Conference on Plasticity, Damage, and Fracture 2026.
오스트레일리아
(2025)
Data-driven Exploration of Multicomponent Alloy Thin Films via High-throughput Experiments.
9th International Forum of Materials Genome Engineering.
중국
(2025)
Corrosion Resistance of Nb and Ta Coatings with Varying Thicknesses for Proton Exchange Membrane Water Electrolyzers (PEMWE) Bipolar Plates.
248th ECS Meeting.
미국
(2025)
고속-조합 실험 물성 데이터 기반의 박막 합금 연구.
대한기계학회 신뢰성 부문 2025년 춘계학술대회.
대한민국
(2024)
Effect of Substrate and Deposition Conditions on the Corrosion Behavior of Sputtered Ti Thin Films.
ICMR-2024 7th International Conference on Materials and Reliability.
대한민국
(2024)
Classification of Amorphous Versus Crystalline Phases of Alloys Using Electrical Resistivity.
Materials Research Society Fall Meeting 2024.
미국
(2024)
Combinatorial Investigation of He-ion Irradiation Behavior of Nano- structured W-based Alloys.
The Minerals, Metals & Materials Society 2024.
미국
(2024)
Development of Low-Temperature Cu-to-Cu Direct Bonding Technology using Glycerol Vapor as Cu Surface Antioxidant.
The Minerals, Metals & Materials Society.
미국
(2024)
Effect of Grain Growth Mechanism in Cu-based Alloy Thin Films for Low Resistivity.
The Minerals, Metals & Materials Society 2024.
미국
(2023)
Development of Low-Temperature Cu-to-Cu Direct Bonding by Glycerol.
The 21st International Symposium on Microelectronic and Packaging.
대한민국
(2023)
머신러닝 모델을 통한 합금 박막의 전기 비저항 예측 및 해석.
대한기계학회 재료 및 파괴부문 2023년도 춘계학술대회.
대한민국
(2023)
조합 합금 박막 데이터 기반 연구를 위한 실험 데이터 관리 플랫폼(TFDB).
대한기계학회 재료 및 파괴부문 2023년도 춘계학술대회.
대한민국
(2023)
Development of W-based Alloy with Irradiation Damage-Tolerant through Combinatorial Approaches.
IIEEE International Conference on Nano/Micro Engineered and Molecular Systems.
대한민국
(2023)
Data-driven investigation of nanoindentation hardness of thin film alloys.
IEEE International Conference on Nano/Micro Engineered and Molecular Systems.
대한민국
(2023)
Magnetostructural transformation of combinatorial Mn-Fe-Ni-Si-Al quinary thin films.
대한금속재료학회 2023 춘계학술대회.
대한민국
(2023)
조합실험 및 물성데이터 관리 플랫폼을 통한 인공지능 기반 다원계 합금 개발.
대한금속재료학회 2023 춘계학술대회.
대한민국
(2023)
Co 합금 배선재료의 전기 비저항 및 electromigration에 대한 연구.
대한기계학회 신뢰성부문 2023년 춘계학술대회.
대한민국
(2023)
결함 진단이 가능한 하모닉 드라이브의 성능 평가 시스템 개발.
대한기계학회 신뢰성부문 2023년 춘계학술대회.
대한민국
(2023)
조합합성 및 고속대량 스크리닝 실험을 통한 자가 치유 코발트계 초내열합금 박막의 전기, 구조 기계 물성 분석.
대한기계학회 신뢰성부문 2023년 춘계학술대회.
대한민국
(2023)
AI-Empowered Database Management Platform for New Materials Discovery for Consumer Electronics.
2023 IEEE 20th Consumer Communications & Networking Conference (CCNC).
미국
발전기금
