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cs.LG2023
Machine Learning-Enhanced Prediction of Surface Smoothness for Inertial Confinement Fusion Target Polishing Using Limited Data
Antonios Alexos, Junze Liu, Akash Tiwari +5
In Inertial Confinement Fusion (ICF) process, roughly a 2mm spherical shell made of high density carbon is used as target for laser beams, which compress and heat it to energy leve…
cs.LG2022★ 2 cited
Unsupervised spectral-band feature identification for optimal process discrimination
Akash Tiwari, Satish Bukkapatnam
Changes in real-world dynamic processes are often described in terms of differences in energies of a set of spectral-bands . Given continuous…