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Wabi Demeke
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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
192022
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
52021
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
32024
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
22023
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
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