Unsupervised classification of single-molecule data with autoencoders and transfer learning. - Anton Vladyka; Tim Albrecht (Mach. Learn. Sci. Technol., 2020)

Encoder-Decoder Neural Networks in Interpretation of X-ray Spectra. - Jalmari Passilahti; Anton Vladyka; Johannes Niskanen (CoRR, 2024)

Implementation of the emulator-based component analysis. - Anton Vladyka; Eemeli A. Eronen; Johannes Niskanen (J. Comput. Sci., 2024)