Seunghwa Ryu

Presentation History

2024 MRS Fall Meeting & Exhibit

Elastic Relaxation of Coherent InGaN/GaN Interfaces at the Microwire LED Sidewall

Dec 3, 2024, 8:00 PM

2023 MRS Fall Meeting & Exhibit

Artificial Intelligence Enabled Wearable Device for Sensing and Classifying Data Integrated with High-Performance Piezoelectric Yarns

Nov 28, 2023, 8:00 PM

2023 MRS Spring Meeting & Exhibit

Machine Learning-Based Optimization of Segmented Thermoelectric Generators using Temperature-Dependent Performance Properties

Apr 14, 2023, 4:15 PM

2023 MRS Spring Meeting & Exhibit

Deep Learning Algorithm to Improve Predictive Performance of Strain Fields in Grid Composites

Apr 12, 2023, 5:00 PM

2023 MRS Spring Meeting & Exhibit

Toughness Optimization of Grid Composite Using Hierarchical DNN-based Genetic Algorithm and Active Learning.

Apr 12, 2023, 5:00 PM

2023 MRS Spring Meeting & Exhibit

Designing Beam Shape of Lattice Structure for Enhancing Mechanical Characteristics Based on Multi-objective Bayesian Optimization

Apr 12, 2023, 5:00 PM

2022 MRS Fall Meeting

Machine Learning Based Design of Composite Structures

Dec 6, 2022, 9:00 AM

2022 MRS Spring Meeting

Transfer Learning for Enhancing the Homogenization-Theory-Based Prediction of Elasto-Plastic Response of Particle/Fiber-Reinforced Composites

May 10, 2022, 11:00 AM

2021 MRS Fall Meeting

Neural Network-Assisted Optimization of Segmented Thermoelectric Power Generators Using Active Learning Based on Genetic Optimization Algorithm

Dec 7, 2021, 9:00 AM

2019 MRS Fall Meeting

Defect Formation in 4 nm Au Nanocrystals under High Pressure

Dec 6, 2019, 2:00 PM

2019 MRS Fall Meeting

Finding the Ultimate Shape of Adhesive Fibril by Using Machine Learning Techniques

Dec 4, 2019, 8:00 PM

2019 MRS Fall Meeting

Coupled Electrical Resistance Measurement and IR Thermography Monitoring for Analysis of Damage Development and Fatigue Strength of Composite Materials

Dec 4, 2019, 11:45 AM

2019 MRS Fall Meeting

Using Machine Learning Techniques to Predict Mechanical Properties of Composites beyond the Elastic Limit

Dec 4, 2019, 11:00 AM

2019 MRS Fall Meeting

Prediction of Microstructure Stress-Strain Curves Using Convolutional Neural Networks

Dec 3, 2019, 1:45 PM

2019 MRS Spring Meeting

Role of Graphene in Reducing Fatigue Induced Damage in Cu-Graphene Nanolayered Composite

Apr 23, 2019, 11:00 AM