Acoustic fields in 3D
Intense ultrasound in gas can act as an optical element for high-power lasers without being damaged by them, but only if the sound field can be reconstructed. During a summer studentship in the SonoPhotonics group at DESY in Hamburg, I co-developed the step of a PyTorch reconstruction framework, building on Schrödel et al. (Nature Photonics, 2024), from 2D to full 3D. Moving the simulation from NumPy on the CPU to PyTorch on the GPU, at 128³ × 512 spatial-temporal resolution, cut the large runs from hours to minutes.
- Form
- Research code
- Years
- 2025





