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Dr. Qichao Hu

๐Ÿ‘ค Speaker
385 total appearances

Appearances Over Time

Podcast Appearances

The Neuron: AI Explained
The AI Agent That Compressed 8 Years of R&D Into 2 Weeks

So in terms of portable energy storage, you can't get better than lithium because it's already the lightest metal we have.

The Neuron: AI Explained
The AI Agent That Compressed 8 Years of R&D Into 2 Weeks

So that's why we focus on that.

The Neuron: AI Explained
The AI Agent That Compressed 8 Years of R&D Into 2 Weeks

Now, to make lithium metal safe and stable for a long time for different applications, it's really difficult to come up with a material called electrolyte for the lithium metal.

The Neuron: AI Explained
The AI Agent That Compressed 8 Years of R&D Into 2 Weeks

So you had to come up with an electrolyte material that was stable and safe on lithium metal.

The Neuron: AI Explained
The AI Agent That Compressed 8 Years of R&D Into 2 Weeks

So then a lot of the work was coming up with a cocktail, a formulation with new small molecules for lithium metal that will make it safe and stable.

The Neuron: AI Explained
The AI Agent That Compressed 8 Years of R&D Into 2 Weeks

Got it.

The Neuron: AI Explained
The AI Agent That Compressed 8 Years of R&D Into 2 Weeks

Almost in parallel.

The Neuron: AI Explained
The AI Agent That Compressed 8 Years of R&D Into 2 Weeks

So we were really frustrated with how slow and how much work was taken to come up with, to test different cocktails for the lithium metal electrolyte.

The Neuron: AI Explained
The AI Agent That Compressed 8 Years of R&D Into 2 Weeks

So this tool, Molecular Universe, really came out of that.

The Neuron: AI Explained
The AI Agent That Compressed 8 Years of R&D Into 2 Weeks

So we wanted to, okay, say if we have a database, if someone just had mapped all the small molecules that could be used for this battery and have almost like a dictionary there for us, and then we could just go to the dictionary, find the molecules,

The Neuron: AI Explained
The AI Agent That Compressed 8 Years of R&D Into 2 Weeks

And then also instead of testing it, then if we just had a model and then we only give it, for example, just the first phase or so, and then we can almost predict the end of life.

The Neuron: AI Explained
The AI Agent That Compressed 8 Years of R&D Into 2 Weeks

And then instead of having a human doing the testing in a very inefficient way, if we just had a high-throughput robot.

The Neuron: AI Explained
The AI Agent That Compressed 8 Years of R&D Into 2 Weeks

So we had all these ideas, but then no one really supplied these tools to us.

The Neuron: AI Explained
The AI Agent That Compressed 8 Years of R&D Into 2 Weeks

So we built these tools.

The Neuron: AI Explained
The AI Agent That Compressed 8 Years of R&D Into 2 Weeks

That's awesome.

The Neuron: AI Explained
The AI Agent That Compressed 8 Years of R&D Into 2 Weeks

So it's lighter and then smaller.

The Neuron: AI Explained
The AI Agent That Compressed 8 Years of R&D Into 2 Weeks

What that means, for example, if you were to put that in the pickup truck, the range of a pickup truck is dependent on the amount of battery power and also the weight of the truck.

The Neuron: AI Explained
The AI Agent That Compressed 8 Years of R&D Into 2 Weeks

So if you can make the battery lighter, then that truck can go farther or you can put one more passenger.

The Neuron: AI Explained
The AI Agent That Compressed 8 Years of R&D Into 2 Weeks

You can put more payloads.

The Neuron: AI Explained
The AI Agent That Compressed 8 Years of R&D Into 2 Weeks

And then same thing with drones.