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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

Yes, yes, yeah.

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

That's amazing.

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

That's amazing.

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

We've seen this technique being developed and deployed in life science a lot.

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

So in R&D, when you develop a new material, you have to go through lots of trials and errors.

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

Say you go through 100 times

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

that don't work, and then that 101st time works.

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

So that first 100 times, you can really use this process to accelerate.

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

And then that final trial, the last trial that actually gets you the breakthrough, that one, of course, you can still take the time, do the full testing, do all that.

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

But just the process before that can be much faster.

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

Yeah, almost no.

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

So just put things in context.

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

The materials that are used in batteries, a lot of times these are small molecules, small organic molecules.

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

Then in the universe, there's about 10 to the 60th, six zero possible small molecules.

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

And then since the 1990s, the last almost 40 years, the battery industry only screened about 10 to the 3rd.

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

different small molecules.

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

So we explored 10 to the third out of 10 to the 60th possibilities.

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

So we knew lithium metal was going to be the best because if you look at the periodic table, lithium metal is number three.

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

Then lithium is the lightest metal we have on the periodic table.

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

And then even lighter than that, you have helium and hydrogen.