51 citations · 106 across the 4 of their papers we have counts for
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cs.LG2023
MetaPhysiCa: OOD Robustness in Physics-informed Machine Learning
S Chandra Mouli, Muhammad Ashraful Alam, Bruno Ribeiro
A fundamental challenge in physics-informed machine learning (PIML) is the design of robust PIML methods for out-of-distribution (OOD) forecasting tasks. These OOD tasks require le…
cs.LG2020★ 51 cited
Training and Classification using a Restricted Boltzmann Machine on the D-Wave 2000Q
Vivek Dixit, Raja Selvarajan, Muhammad A. Alam +2
Restricted Boltzmann Machine (RBM) is an energy based, undirected graphical model. It is commonly used for unsupervised and supervised machine learning. Typically, RBM is trained u…