AccelerationConsortium / awesome-self-driving-labs

A community-curated list of resources related to self-driving labs which combine hardware automation and artificial intelligence to accelerate scientific discovery.
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Add [Self-Driving Labs in academia] #7

Closed Yujikaiya closed 1 year ago

Yujikaiya commented 1 year ago

Add Self-Driving Labs in academia

2023: https://arxiv.org/abs/2304.13927 2020: https://doi.org/10.1063/5.0020370

Two self-driving lab examples in Japan. One was published in very early phase of SDL and the other is one of the latest example.

sgbaird commented 1 year ago

@Yujikaiya, thanks for the contribution!

It's great to see SDLs applied to Li-O2 and other battery systems (I used to work with Li-O2 batteries). I found a picture of the hardware in the SI of DOI: 10.1038/s41598-019-42766-x (Fig S2), which helped me to get a better idea of the setup. Is there any human intervention during the experimental campaign?

For example, was there any human intervention during the campaign that generated the data shown in Fig 5 of DOI: 10.1038/10.48550/arXiv.2304.13927?

image

Aside: http://nims-os.to/ (linked to in the abstract of the 2023 article) shows nims-os.to’s server IP address could not be found.

Yujikaiya commented 1 year ago

I checked with the author. Everything is automatic except for the mother solution preparation and plate setting. This tweet shows how the system works! (Both software and hardware) https://twitter.com/kojitsuda/status/1652198799627153408

sgbaird commented 1 year ago

@Yujikaiya great, thanks for checking! By plate setting, do you mean a one-time task prior to starting the experimental campaign?

Yujikaiya commented 1 year ago

Yes, plate setting is only a one-time task prior to starting the experimental campaign.

sgbaird commented 1 year ago

@Yujikaiya great! Just merged :) Thanks again!

sgbaird commented 1 year ago

Aside: http://nims-os.to/ (linked to in the abstract of the 2023 article) shows nims-os.to’s server IP address could not be found.