PDEs

2 statements across 1 episodes · 2 bullish · 0 bearish · 1 people on the record · first statement Sep 4, 2026 by Benedikt Jenik · across every show →

Everything said about PDEs, oldest first

Sep 4, 2026 positive
Insight
Jenik: Broadening PDE training domains solves the physical sim-to-real gap
“One interesting thing with PDEs is we are actually fairly confident, like the math is known, that when you solve a PDE correctly, you're doing the physics correctly. Like, obviously, you still need to make sure that you're representing the task that you're try…”
Benedikt Jenik Sep 4, 2026 ▶ 16:05 Faster Chips That Don't Melt — Anima Anandkumar & Benedikt Jenik, Accelerated Understanding
Sep 4, 2026 positive
Insight
Jenik: PDE feedback pushes physics AI models to exceed training data
“You can use those PDEs both for numerical simulators to generate data, but if you're clever about it, you can even use them as a training signal. You can check how well is my model actually doing on the PDEs themselves. And use that as an additional training s…”
Benedikt Jenik Sep 4, 2026 ▶ 17:33 Faster Chips That Don't Melt — Anima Anandkumar & Benedikt Jenik, Accelerated Understanding
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