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Operator Learning for Transcranial Focused Ultrasound Digital Twins

US & West ·

A new approach to modeling transcranial focused ultrasound based on operator learning is proposed: a coordinate-aware neural operator tFUSOperator that maps free-field pressure, skull anatomy, and treatment parameters to the intracranial field in a shared physical coordinate frame. This is the first operator-based formulation for tFUS field prediction.

Why it matters

Demonstrates the potential of operator learning for fast and accurate digital twins in medical applications, which could be adapted for other physical systems.

Relevant to DT products

Original headline
tFUSOperator: Operator Learning for Transcranial Focused Ultrasound Digital Twins
Read the original: arXiv API — полнотекстовый поиск "digital twin"

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