Anton Vladyka
anton.vladyka@utu.fi ORCID identifier: https://orcid.org/0000-0003-1770-8139(external) |
Areas of expertise
Molecular electronics
Machine learning
Matlab, Python, R
Molecular electronics
Machine learning
Matlab, Python, R
Publications
- Structural Sensitivity of N 1s Excitations in N-Methylacetamide Solutions (2025)
- Journal of Physical Chemistry Letters
(A1 Refereed original research article in a scientific journal) - An imaging scheme to study the flow dynamics of co-flow regimes in microfluidics: implications for nanoprecipitation (2024)
- Lab on a Chip
(A1 Refereed original research article in a scientific journal) - Encoder–decoder neural networks in interpretation of X-ray spectra (2024)
- Journal of Electron Spectroscopy and Related Phenomena
(A1 Refereed original research article in a scientific journal) - Implementation of the emulator-based component analysis (2024)
- Journal of Computational Science
(A1 Refereed original research article in a scientific journal) - Information bottleneck in peptide conformation determination by x-ray absorption spectroscopy (2024)
- Journal of Physics Communications
(A1 Refereed original research article in a scientific journal) - Structural descriptors and information extraction from X-ray emission spectra: aqueous sulfuric acid (2024)
- Physical Chemistry Chemical Physics
(A1 Refereed original research article in a scientific journal) - Structural Descriptors and Information Extraction from X-ray Spectra of Liquids (2024)
- arXiv.org
(Other publication) - Implementation of the Emulator-based Component Analysis (2023)
- arXiv.org
(Other publication) - Information Bottleneck in Peptide Conformation Determination by X-ray Absorption Spectroscopy (2023)
- arXiv.org
(Other publication) - Photodissociation of bromine-substituted nitroimidazole radiosensitizers (2023)
- Physical Chemistry Chemical Physics
(A1 Refereed original research article in a scientific journal) - Towards Structural Reconstruction from X-Ray Spectra (2023)
- Physical Chemistry Chemical Physics
(A1 Refereed original research article in a scientific journal) - Emulator-based decomposition for structural sensitivity of core-level spectra (2022)
- Royal Society Open Science
(A1 Refereed original research article in a scientific journal) - Machine learning in interpretation of electronic core-level spectra (2022)
- Journal of Electron Spectroscopy and Related Phenomena
(A1 Refereed original research article in a scientific journal) - Machine learning in interpretation of electronic core-level spectra (2021) Niskanen Johannes, Vladyka Anton, Kettunen J. Antti, Sahle Christoph J.
(Other publication) - Unsupervised classification of single-molecule data with autoencoders and transfer learning (2020)
- Machine Learning: Science and Technology
(A1 Refereed original research article in a scientific journal) - Assisted delivery of anti-tumour platinum drugs using DNA-coiling gold nanoparticles bearing lumophores and intercalators (2019)
- Chemical Science
(A1 Refereed original research article in a scientific journal) - In-situ formation of one-dimensional coordination polymers in molecular junctions (2019)
- Nature Communications
(A1 Refereed original research article in a scientific journal) - Light-Stimulatable Molecules/Nanoparticles Networks for Switchable Logical Functions and Reservoir Computing (2018)
- Advanced Functional Materials
(A1 Refereed original research article in a scientific journal) - Controlled formation of organometallic molecular junctions in liquid environment (2016) 8th International Conference on Molecular Electronics ``Elecmol-2016'' Vladyka Anton, Brunner Jan, Gantenbein Markus, Mayor Marcel, Schönenberger Christian, Ferradás Rubén Rodríguez, Rodriguez Jaime Ferrer, Calame Michel
(Other publication) - Interplay between Mechanical and Electronic Degrees of Freedom in π-Stacked Molecular Junctions: From Single Molecules to Mesoscopic Nanoparticle Networks (2015)
- Journal of Physical Chemistry C
(A1 Refereed original research article in a scientific journal)