Ruizhi Pan

Graduate Student

Contact Information

Email:: panriesz@terpmail.umd.edu
Office:: University of Maryland
2112 Atlantic Bldg. #224
College Park, MD 20742
United States
Office Phone:: (301) 405-0622

Nobel Prize Celebrates Interplay of Physics and AI
October 11, 2024
On Tuesday, the Nobel Prize in physics was awarded to John Hopfield and Geoffrey E. Hinton for their foundational discoveries and inventions that have enabled artificial neural networks to be used for machine learning—a widely used form of AI. The award highlights how the field of physics is intertwined with neural networks and the field of AI.
Attacking Quantum Models with AI: When Can Truncated Neural Networks Deliver Results?
May 20, 2024
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.