DeepComp: A Hybrid Framework for Data Compression Using Attention Coupled Autoencoder

Baler - Machine Learning Based Compression of Scientific Data

“…AE based compression of scientific data has shown promising results for multiple fields of study such as meteorology, cosmology, computational fluid dynamics, crystallography etc. [13][14][15][16][17][18][19]. The use of AEs for data compression in High Energy Physics (HEP) has also shown promising results in previous studies [20][21][22][23].…”