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OpenRadiation oncology

Why FLASH radiotherapy spares healthy tissue

Good it would do
4 / 5
Can AI help
3 / 5
How neglected
3 / 5
Can we check it
3 / 5

Why it's stuck

Ultra-fast dose delivery seems to protect normal tissue, but nobody has settled why. Simulating the chemistry at these dose rates is very expensive, so it is done at small scale.

What we'd try

Run large simulations of the chemistry at FLASH dose rates to test the competing explanations against measured data.

What could stop us

Several groups already run large FLASH radiolysis simulations, and the real bottleneck may be biology rather than chemistry compute.

Source: https://arxiv.org/pdf/2509.03313

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One reply from someone in the field can settle what our AI can't.

Most of this won't work. We'll tell you which parts.

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