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Experiment with machine learning models to evaluate their accuracy in reproducing simulation results given the transducer and material properties.
This would be an initial implementation with a simplified scenario as a POC:
only one supported transducer
only a section of the brain is simulated (to reduce computational time for training data collection)
keep a (near-)fixed distance from transducer to skull
only 2D simulations
only using the skull already available in NDK
The text was updated successfully, but these errors were encountered:
d-lucena
changed the title
implement a surrogate model example using NDK output
implement a surrogate model example using NDK data
Aug 9, 2023
Experiment with machine learning models to evaluate their accuracy in reproducing simulation results given the transducer and material properties.
This would be an initial implementation with a simplified scenario as a POC:
The text was updated successfully, but these errors were encountered: