Joseph Krause
speaker
1,040 appearances
1 recordings
1 series
first heard Jun 2026
last heard 17 Jun
Joseph Krause’s voice in public audio — every appearance, attributed to the second.
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recordings per month · last 12 monthsRecordings per month over the last 12 months — 1 in all, peaking in Jun 2026 with 1.
Appearances
Are we actually making those things?
And do they actually have the properties we care about?
And can we actually push them to industry?
Those latter questions are the hardest questions to answer in materials.
And, you know, one thing you always hear about, which is true in materials, is long timelines.
We've heard everything from like 15 to 30 years, pick your favorite number, whatever you're feeling good of this day that we do.
But point is, that's true.
And the reason why is it's so fragmented in materials today.
You know, academia handers discovery.
On some of like light scale testing, you have small companies that will look at typically supported from, you know, the Department of War, Department of Energy or other government programs like NSF.
And then you have the late stage or like bigger companies that really optimize their current systems today.
They're not focused on R-TAP superconductivity or high entropy alloys or new ceramics.
They're focused on how do I take my current material system, make it 5% better, 10% better, and I capture the margin from that.
And so there's so much fragmentation across this whole industry that the data never gets shared.
And the connection from discovery to manufacturing is typically lost in that process.
That's the connection that we want to bring back to material science.
And, you know, that is what we think the true opportunity is for AI and autonomy in materials is linking those two together in a fully closed loop system.
Yeah, this is a good question.
And I think I'll use a real practical example to explain how hard it really is.
So in our field with these alloys, one of the important things that determines property is the microstructure.
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