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Curved Neutron Beams Could Deliver Benefits Straight to Industry

In a physics first, researchers have created beams of neutrons that travel in curves. The team created these Airy beams (named for English scientist George Airy) using a custom-built device. The beams could enhance neutrons’ ability to reveal useful information about materials ranging from pharmaceuticals to perfumes to pesticides—in part because the beams can bend around obstacles.

Attacking Quantum Models with AI: When Can Truncated Neural Networks Deliver Results?

Physicists are exploring the opportunities that arise when the power of machine learning—a widely used approach in AI research—is brought to bear on quantum physics. Quantum physics often needs a description that approximately describes many interacting quantum particles. Two researchers at JQI presented new mathematical tools that will help researchers use machine learning to get such approximations and have identified new opportunities in quantum research where machine learning can be applied.