Discovery of lead-free hybrid organic/inorganic perovskites using metaheuristic-driven DFT calculations BD Lee, WB Park, JW Lee, M Kim, M Pyo, KS Sohn Chemistry of Materials 33 (2), 782-798, 2021 | 35 | 2021 |
A machine-learning-based alloy design platform that enables both forward and inverse predictions for thermo-mechanically controlled processed (TMCP) steel alloys JW Lee, C Park, B Do Lee, J Park, NH Goo, KS Sohn Scientific Reports 11 (1), 11012, 2021 | 34 | 2021 |
Powder X‐ray diffraction pattern is all you need for machine‐learning‐based symmetry identification and property prediction BD Lee, JW Lee, WB Park, J Park, MY Cho, S Pal Singh, M Pyo, KS Sohn Advanced Intelligent Systems 4 (7), 2200042, 2022 | 29 | 2022 |
Dirty engineering data-driven inverse prediction machine learning model JW Lee, WB Park, B Do Lee, S Kim, NH Goo, KS Sohn Scientific Reports 10 (1), 20443, 2020 | 25 | 2020 |
Multi-variable Bayesian optimization for a new composition with high Na+ conductivity in the Na 3 PS 4 family JY Seo, S Shim, JW Lee, B Do Lee, S Park, WB Park, S Han, M Pyo, ... Journal of Materials Chemistry A 10 (4), 1831-1839, 2022 | 24 | 2022 |
A data-driven approach to predicting band gap, excitation, and emission energies for Eu 2+-activated phosphors C Park, JW Lee, M Kim, B Do Lee, SP Singh, WB Park, KS Sohn Inorganic Chemistry Frontiers 8 (21), 4610-4624, 2021 | 22 | 2021 |
Optimal Composition of Li Argyrodite with Harmonious Conductivity and Chemical/Electrochemical Stability: Fine‐Tuned Via Tandem Particle Swarm Optimization S Shim, WB Park, J Han, J Lee, BD Lee, JW Lee, JY Seo, SJR Prabakar, ... Advanced Science 9 (28), 2201648, 2022 | 19 | 2022 |
Discovery of Pb-free hybrid organic–inorganic 2D perovskites using a stepwise optimization strategy BD Lee, JW Lee, M Kim, WB Park, KS Sohn npj Computational Materials 8 (1), 83, 2022 | 17 | 2022 |
Large‐Area Piezoresistive Tactile Sensor Developed by Training a Super‐Simple Single‐Layer Carbon Nanotube‐Dispersed Polydimethylsiloxane Pad MY Cho, JW Lee, C Park, BD Lee, JS Kyeong, EJ Park, KY Lee, KS Sohn Advanced Intelligent Systems 4 (1), 2100123, 2022 | 15 | 2022 |
A novel sulfide phosphor, BaNaAlS3: Eu2+, discovered via particle swarm optimization J Park, JW Lee, SP Singh, M Kim, B Do Lee, WB Park, KS Sohn Journal of Alloys and Compounds 922, 166187, 2022 | 13 | 2022 |
Argyrodite configuration determination for DFT and AIMD calculations using an integrated optimization strategy B Do Lee, JW Lee, J Park, MY Cho, WB Park, KS Sohn RSC advances 12 (48), 31156-31166, 2022 | 11 | 2022 |
A Deep Learning Approach to Powder X‐Ray Diffraction Pattern Analysis: Addressing Generalizability and Perturbation Issues Simultaneously BD Lee, JW Lee, J Ahn, S Kim, WB Park, KS Sohn Advanced Intelligent Systems 5 (9), 2300140, 2023 | 10 | 2023 |
Decay behavior of Eu2+-Activated sulfide phosphors: The Pivotal role of unique activator sites S Asaithambi, J Lee, JW Lee, B Do Lee, MY Cho, WB Park, KS Sohn Journal of Luminescence 263, 120109, 2023 | 5 | 2023 |
Discovering Virtual Antiperovskites as Solid-State Electrolytes Through Active Learning B Do Lee, J Shin, S Kim, MY Cho, YK Lee, M Pyo, WB Park, KS Sohn Energy Storage Materials, 103535, 2024 | 4 | 2024 |
Discovering virtual Na-based argyrodites as solid-state electrolytes using DFT, AIMD, and machine learning techniques B Do Lee, DS Gavali, H Kim, S Kim, MY Cho, K Pyo, YK Lee, WB Park, ... Journal of Materials Chemistry A, 2025 | | 2025 |
Exploration of high-ductility ternary refractory complex concentrated alloys using first-principles calculations and machine learning HS Jang, JW Lee, B Do Lee, KS Sohn, J Park, CS Oh Calphad 87, 102769, 2024 | | 2024 |
Deep learning for symmetry classification using sparse 3D electron density data for inorganic compounds S Kim, BD Lee, MY Cho, M Pyo, YK Lee, WB Park, KS Sohn npj Computational Materials 10 (1), 211, 2024 | | 2024 |
Discovering Multi‐Compositional Li‐Argyrodite Solid‐State Electrolytes via Experimental Active Learning MY Cho, K Pyo, BD Lee, H Kim, J Shin, JY Seo, WB Park, KS Sohn Small, 2410008, 2024 | | 2024 |
Optimal Composition of Li Argyrodite with Harmonious Conductivity and Chemical/Electrochemical Stability: Fine‐Tuned Via Tandem Particle Swarm Optimization (Adv. Sci. 28/2022) S Shim, WB Park, J Han, J Lee, BD Lee, JW Lee, JY Seo, SJR Prabakar, ... Advanced Science 9 (28), 2270182, 2022 | | 2022 |
Multi-variable Bayesian optimization for a new composition with high Na⁺ conductivity in the Na₃PS₄ family JY Seo, S Shim, JW Lee, B Do Lee, S Park, WB Park, S Han, M Pyo, ... | | 2022 |