Dylan Gage
Using machine learning to improve DDM
Started on July, 2023
Research themes with our lab
Publications with our group
Convolutional neural networks applied to differential dynamic microscopy reduces noise when quantifying heterogeneous dynamics *Gildardo Martinez*, *Justin Siu*, *Steven Dang*, *Dylan Gage*, *Emma Kao*, *Juan Carlos Avila*, *Ruilin You*, *Ryan McGorty* Published in Soft Matter, September 2024 (see publication) Research themes: Colloidal Fluids, Differential Dynamic Microscopy |
Presentations while with our group
Improved quantification of colloidal dynamics with machine learning and simulations *Dylan Gage*, *Gildardo Martinez*, *Justin Siu*, *Emma Kao*, *Juan Carlos Avila*, *Ruilin You*, *Ryan McGorty* Presented at APS March Meeting, March 2024 (see published abstract) Research themes: Differential Dynamic Microscopy |
Quantifying dynamics of soft and active matter with microscopy and machine learning *Gildardo Martinez*, *Justin Siu*, *Dylan Gage*, *Emma Kao*, *Juan Carlos Avila*, *Ruilin You*, *Ryan McGorty* Presented at APS March Meeting, March 2024 (see published abstract) Research themes: Differential Dynamic Microscopy |