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Found 5 papers, 5 papers with code
A Learned Born Series for Highly-Scattering Media
A new method for solving the wave equation is presented, called the learned Born series (LBS), which is derived from a convergent Born Series but its components are found through training.
j-Wave: An open-source differentiable wave simulator
We present an open-source differentiable acoustic simulator, j-Wave, which can solve time-varying and time-harmonic acoustic problems.
A research framework for writing differentiable PDE discretizations in JAX
Differentiable simulators are an emerging concept with applications in several fields, from reinforcement learning to optimal control.
Photoacoustic Reconstruction Using Sparsity in Curvelet Frame: Image versus Data Domain
We derive a one-to-one map between wavefront directions in image and data spaces in PAT which suggests near equivalence between the recovery of the initial pressure and PAT data from compressed/subsampled measurements when assuming sparsity in Curvelet frame.
A Helmholtz equation solver using unsupervised learning: Application to transcranial ultrasound
Transcranial ultrasound therapy is increasingly used for the non-invasive treatment of brain disorders.
