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add timestamps to 05 Dario-hassam (An alcohol?) #22

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25 changes: 19 additions & 6 deletions videos-list/05-dario-hessam.md
Original file line number Diff line number Diff line change
Expand Up @@ -13,12 +13,25 @@ Discourse Discussion
https://discourse.pymc.io/t/an-alcohol-what-are-the-chances-knowledge-based-and-probabilistic-models-in-chemistry-using-pymc3-by-hessam-mehr-dario-caramelli/6018

## Timestamps
- 0:00 Start of event
- x:xx
- x:xx

## Note: help us add timestamps here
https://github.com/pymc-devs/video-timestamps
00:00 Introduction Dario and Hessam
00:26 Digitizing chemistry
00:46 Automated synthesis
01:10 Automated discovery
02:50 Hardware
03:19 Starting materials
03:38 Reactivity assignment
04:54 How to infer reactivity?
05:58 Abstract properties
07:03 Coming up with a plan for a model
07:50 Algorithm: Mechanics
09:31 Working with chemical structures
10:05 Compound motifs
11:27 Simulating discovery
13:36 Algorithm: exploration
15:31 Limitations and Growing pains
15:45 Issues with performance
17:15 Problem specific to solving this
18:53 Acknowledgements

Speaker bio:
Dario Caramelli is a research associate in the Cronin group at the University of Glasgow. His research involves building and programming of autonomous robots for reaction discovery as well as the development of algorithms for chemical space modelling and data processing. Dario obtained a Master degree in Organic chemistry in Rome (2015) and a PhD in the Cronin group (2019).
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