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Machine Learning Topological Defects in the XY Model
One of the discoveries that earned the 2016 Nobel Prize was that topological effects play an important role in ...
Tensor Networks: Putting Quantum Wavefunctions into Machine Learning
Why tensor networks? If you follow machine learning, you have definitely heard of neural networks. If you are a physicist, ...
Machine Learning and Quantum Mechanics
Nothing has captured the imagination of our collective technoculture more in the past few years than machine learning. Capable of seemingly magical feats of comprehension, such as ...
WHO WE ARE
Meet the team of physicists contributing to this blog, working at the intersection of machine learning and quantum physics, across three institutes:
Perimeter Institute: leading research, training and outreach in foundational theoretical physics. The Flatiron Institute: advancing scientific research through computational methods. Vector Institute: driving excellence and leadership in knowledge, creation, and use of artificial intelligence.
These are the papers that we are reading, and the ideas that we are talking about.
