11–16 Dec 2022
Australia/Adelaide timezone
Co-locating with the 7th International Workshop of Specialty Optical Fibres and Their Applications (WSOF), the Australian and New Zealand Conference on Optics and Photonics (ANZCOP), and the Conference on Optoelectronlc and Microelectronic Materials and Devices (COMMAD)

BayesianNeural Networks for thePredictions of theProperties ofMillions of Novel 2-Dimensional Hetero-structures

13 Dec 2022, 16:15
15m
Room R4 (Adelaide Convention Centre)

Room R4

Adelaide Convention Centre

Talk (preferred) AIP: Computational and Mathematical Physics AIP: Computational and Mathematical Physics

Speaker

Marco Fronzi (University of Technology Sydney)

Description

Time and resource-efficient active machine learning approach has been used to create a database containing the functional and structural properties of millions of novel van der Waals layered structures.

Author

Marco Fronzi (University of Technology Sydney)

Co-authors

Dr Alexander Corletto (University of Melbourne) Prof. Amanda V. Ellis (University of Melbourne) Prof. David A. Winkler (Monash University,) Prof. Joseph Shapter (The University of Queensland) Prof. Michael J. Ford (University of Technology Sydney) Dr Nick A. Shepelin (Paul Scherrer Institut) Dr Olexandr Isayev (Mellon University Pittsburgh) Dr Peter C. Sherrell (University of Melbourne)

Presentation materials