Interpretable machine learning in Physics

11 March 2022

Papers citing "Interpretable machine learning in Physics"

5 / 5 papers shown

Title
Interpretable Meta-Learning of Physical Systems Matthieu Blanke Marc Lelarge AI4CE 30 5 0 01 Dec 2023
Discovering Symbolic Laws Directly from Trajectories with Hamiltonian Graph Neural Networks S. Bishnoi Ravinder Bhattoo J. Jayadeva Sayan Ranu N. M. A. Krishnan PINN AI4CE 34 1 0 11 Jul 2023
A Detailed Study of Interpretability of Deep Neural Network based Top Taggers Ayush Khot Mark S. Neubauer Avik Roy AAML 33 16 0 09 Oct 2022
Explainable AI for High Energy Physics Mark S. Neubauer Avik Roy 32 10 0 14 Jun 2022
Beyond Cuts in Small Signal Scenarios -- Enhanced Sneutrino Detectability Using Machine Learning Daniel Alvestad N. Fomin Jörn Kersten S. Maeland Inga Strümke 24 11 0 06 Aug 2021