Volha Shapaval

A Fully Automated Robot for the Preparation of Fungal Samples for FTIR Spectroscopy Using Deep Learning

Pål Johan From, Jichun Li, Achim Kohler, 2019, IEEE Access.

Extended multiplicative signal correction for FTIR spectral quality test and pre‐processing of infrared imaging data

Achim Kohler, Volha Shapaval, Valeria Tafintseva, 2019, Journal of biophotonics.

A Laboratory-Built Fully Automated Ultrasonication Robot for Filamentous Fungi Homogenization

Pål Johan From, Achim Kohler, Ya Xiong, 2019, SLAS technology.

A Modular Liquid Sample Handling Robot for High-Throughput Fourier Transform Infrared Spectroscopy

Achim Kohler, Volha Shapaval, Andrew J. Gallant, 2016 .

Comparison of augmentation and pre-processing for deep learning and chemometric classification of infrared spectra

Achim Kohler, Volha Shapaval, Vassili Kovalev, 2021, Chemometrics and Intelligent Laboratory Systems.

Correcting replicate variation in spectroscopic data by machine learning and model-based pre-processing

Achim Kohler, Volha Shapaval, Valeria Tafintseva, 2021 .

Hot PLS—a framework for hierarchically ordered taxonomic classification by partial least squares

Kristian Hovde Liland, Achim Kohler, Volha Shapaval, 2014 .