Physics

 

Prof. Giovanni Volpe
Gothenburg University, Sweden

Abstract:

After a brief overview of artificial intelligence, machine learning and deep learning, I will present a series of recent works in which we have employed deep learning for applications in photonics and active matter. In particular, I will explain how we employed deep learning to enhance digital video microscopy, to estimate the properties of anomalous diffusion, to characterize microscopic force fields, to improve the calculation of optical forces, and to characterize nanoparticles. Finally, I will provide an outlook for the application of deep learning in photonics and active matter.

 

IISER-PHY PUNE is inviting you to a scheduled Zoom meeting.

 

Topic: Soft + Living Matter Seminar - Giovanni Volpe

Time: Jan 21, 2021 04:30 PM India

 

Join Zoom Meeting

https://zoom.us/j/91448769854?pwd=K1Y3MEtBTkFIN1FNdDF6R3VQTlRmZz09

 

Meeting ID: 914 4876 9854

Passcode: 438858