Particle Seminar: John Ellis (KCL), “Chasing the Biggest Bangs since the Big Bang with Atom Interferometers”
Title: Chasing the Biggest Bangs since the Big Bang with Atom Interferometers Abstract: Atom interferometers offer opportunities for detecting gravitational waves (GWs) in the deci-Hz frequency range that is inaccessible to laser interferometers, as well as coherent clouds of ultralight bosonic dark matter fields. Observations of GWs in the deci-Hz range could give insights into the mechanisms for assembling supermassive … Read More
Particle Seminar: Anindita Maiti (Perimeter), Title: Neural Network Field Theory: Fermions and Supersymmetry
Title: Neural Network Field Theory: Fermions and Supersymmetry Abstract: Based on a duality between Neural Network (NN) architectures, the backbone of modern AI/ML, and field theory, the Neural Network Field Theory (NNFT) correspondence offers a robust, interpretable, and training-free simulation framework for scalar, fermionic, and supersymmetric field theories. By constraining NNs in a maximally physics-informed manner, this approach eliminates the need for … Read More