From the 1 of 4 linked papers with an AI index.
4 papers
Leveraging Differentiable PDE Solvers for Semi-Neural Spatial Reconstruction From Sparse Measurements
Ofek Aloni, Barak Fishbain
The paper proposes a hybrid method that combines radial basis function interpolation, a neural network correction, and a differentiable PDE solver to reconstruct dense physical fie…
Synthetic Random Environmental Time Series Generation with Similarity Control, Preserving Original Signal's Statistical Characteristics
Ofek Aloni, Gal Perelman, Barak Fishbain
Synthetic datasets are widely used in many applications, such as missing data imputation, examining non-stationary scenarios, in simulations, training data-driven models, and analy…
Dataset of polarimetric images of mechanically generated water surface waves coupled with surface elevation records by wave gauges linear array
Noam Ginio, Michael Lindenbaum, Barak Fishbain +1
Effective spatio-temporal measurements of water surface elevation (water waves) in laboratory experiments are essential for scientific and engineering research. Existing techniques…
Wave (from) Polarized Light Learning (WPLL) method: high resolution spatio-temporal measurements of water surface waves in laboratory setups
Noam Ginio, Michael Lindenbaum, Barak Fishbain +1
Effective spatio-temporal measurements of water surface elevation (water waves) in laboratory experiments are crucial for scientific and engineering research. Existing techniques a…