no code implementations • 3 May 2023 • Ian Banta, Tianji Cai, Nathaniel Craig, Zhengkang Zhang
We develop a diagrammatic approach to effective field theories (EFTs) corresponding to deep neural networks at initialization, which dramatically simplifies computations of finite-width corrections to neuron statistics.
2 code implementations • 28 Sep 2020 • Tanner Trickle, Zhengkang Zhang, Kathryn M. Zurek
We develop a framework for computing light dark matter direct detection rates through single phonon and magnon excitations via general effective operators.
High Energy Physics - Phenomenology Cosmology and Nongalactic Astrophysics
no code implementations • 20 May 2020 • Andrea Mitridate, Tanner Trickle, Zhengkang Zhang, Kathryn M. Zurek
Collective excitations in condensed matter systems, such as phonons and magnons, have recently been proposed as novel detection channels for light dark matter.
High Energy Physics - Phenomenology Cosmology and Nongalactic Astrophysics Materials Science
