MaxwellXMAXWELL EXPLORATIONS
EVIDENCE RECORD / R03

Machine-learning-assisted material and geometry characterization from Casimir force measurement

Inference of film thickness and permittivity from force-gap dependence is investigated.

JOURNAL / 2026

Hideo Iizuka, Shanhui Fan

What this supports

Inference of film thickness and permittivity from force-gap dependence is investigated.

What it does not establish

No MaxwellX solver validation or verified instrument performance.

Access and verification

abstract only

Full text requires access; do not assert training data, uncertainty or experimental accuracy from abstract.

Evidence location: Publisher abstract

Countries: Japan, United States. Checked 2026-10-21. Experimental replication: not performed.

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