A5101537233- Metamaterials and Metasurfaces Applications
- Animal Vocal Communication and Behavior
- Integrated Circuits and Semiconductor Failure Analysis
- Welding Techniques and Residual Stresses
- Ergonomics and Musculoskeletal Disorders
- Underwater Acoustics Research
- Additive Manufacturing Materials and Processes
- Ocular Surface and Contact Lens
- Geophysics and Sensor Technology
- Energy Harvesting in Wireless Networks
- Photonic Crystals and Applications
Carnegie Mellon University
2023
Optical metamaterials manipulate light through various confinement and scattering processes, offering unique advantages like high performance, small form factor easy integration with semiconductor devices. However, designing metasurfaces suitable optical responses for complex metamaterial systems remains challenging due to the exponentially growing computation cost ill‐posed nature of inverse problems. To expedite design metasurfaces, a physics‐informed deep learning (DL) framework is used....
Machine Learning (ML) and Digital Twins (DT) are at the heart of today’s different industries, ranging from advanced manufacturing to biomedical systems resilient ecosystems, civil infrastructures, smart cities, healthcare. They have become indispensable for solving complex problems in science, engineering, technology development. The purpose MMLDT-CSET 2021 conference is facilitate transition ML DT fundamental research mainstream fields technologies through data mechanistic methods,...