Update README.md

Jeffrey-Ede · Jan 22, 2020 · c801488 · c801488
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-# One-Shot Exit Wavefunction Reconstruction
+# Exit Wavefunction Reconstruction from Single Transmisson Electron Micrographs with Deep Learning
 
-Repository for the upcoming [paper](upcoming url!) "One-Shot Exit Wavefunction Reconstruction". 
+Repository for the upcoming [paper](upcoming url!) "Exit Wavefunction Reconstruction from Single Transmisson Electron Micrographs with Deep Learning". 
 
 One-shot exit wavefunction with deep learning uses neural networks to recover phases of conventional transmission electron microscopy images by restricting the distribution of wavefunctions. 
 
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 **40**: n=3, multiple materials, restricted simulation hyperparameters
 
+A simple script to reconstruct focal series is in `wavefunctions/hologram_reconstruction_old_code.py`.
+
 # Datasets
 
 New datasets containing 98340 simulated wavefunctions, and 1000 experimental focal series available [here](https://warwick.ac.uk/fac/sci/physics/research/condensedmatt/microscopy/research/machinelearning).