2 papers
quant-ph2026
Machine Learning Decoding of Circuit-Level Noise for Bivariate Bicycle Codes
John Blue, Harshil Avlani, Zhiyang He +2
Fault-tolerant quantum computers will depend crucially on the performance of the classical decoding algorithm which takes in the results of measurements and outputs corrections to…
cond-mat.mtrl-sci2024
Kolmogorov-Arnold Neural Networks for High-Entropy Alloys Design
Yagnik Bandyopadhyay, Harshil Avlani, Houlong L. Zhuang
A wide range of deep learning-based machine learning techniques are extensively applied to the design of high-entropy alloys (HEAs), yielding numerous valuable insights. Kolmogorov…