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quant-ph2025
A machine learning approach to tomographic pattern generation and classification of quantum states of light
Soumyabrata Paul, H. S. Subramania, S. Ramanan +2
Optical tomograms can be envisaged as patterns. The Wasserstein generative adversarial network (WGAN) algorithm provides a platform to train the machine to compare patterns corresp…
quant-ph2025★ 2 cited
Comparing probability distributions: application to quantum states of light
Soumyabrata Paul, V. Balakrishnan, S. Ramanan +1
Probability distributions play a central role in quantum mechanics, and even more so in quantum optics with its rich diversity of theoretically conceivable and experimentally acces…