Neural network-assisted optimization of segmented thermoelectric power generators using active learning based on a genetic optimization algorithm W Demeke, Y Kim, J Jung, J Chung, B Ryu, S Ryu Energy Reports 8, 6633-6644, 2022 | 19 | 2022 |
Micromechanics-based theoretical prediction for thermoelectric properties of anisotropic composites and porous media J Jung, W Demeke, S Lee, J Chung, B Ryu, S Ryu International Journal of Thermal Sciences 165, 106918, 2021 | 5 | 2021 |
Machine learning-based optimization of segmented thermoelectric power generators using temperature-dependent performance properties W Demeke, B Ryu, S Ryu Applied Energy 355, 122216, 2024 | 3 | 2024 |
Design of aluminum plate phononic crystals with wide bandgaps via free-form shape optimization using deep neural networks W Demeke, J Jung, H Song, B Ryu, W Jeon, S Ryu Extreme Mechanics Letters 65, 102098, 2023 | 2 | 2023 |
Improving the Efficiency of Segmented Thermoelectric Power Generators by Utilizing Machine Learning and Temperature-Dependent Performance Properties W Demeke, B Ryu, S Ryu 대한기계학회 춘추학술대회, 148-149, 2023 | | 2023 |
Bandgap optimization of thin aluminum plate phononic crystals via DNN based active learning W Demeke, S Ryu 대한기계학회 춘추학술대회, 264-265, 2022 | | 2022 |
Energy Reports W Demeke, Y Kim, J Jung, J Chung, B Ryu, S Ryu | | 2022 |
Optimization of segmented thermoelectric power generators via active transfer learning W Demeke, Y Kim, J Jung, S Ryu 대한기계학회 춘추학술대회, 274-275, 2021 | | 2021 |
Optimization of segmented thermoelectric power generator using artificial neural networks W Demeke, S Ryu 대한기계학회 춘추학술대회, 150-153, 2020 | | 2020 |
https://www.mrs.org/meetings-events/presentation/2023_mrs_spring_meeting/2023_mrs_spring_meeting-3835595 | | |
Design of Aluminum Plate Phononic Crystals with Wide Bandgaps Using Deep Neural Network-Based Free-Form Optimization W Demeke, J Jung, B Ryu, S Ryu Available at SSRN 4334897, 0 | | |