Anton Vladyka
anton.vladyka@utu.fi |
Molecular electronics
Machine learning
Matlab, Python, R
1 of 2
- Structural Sensitivity of N 1s Excitations in N-Methylacetamide Solutions (2025)
- Journal of Physical Chemistry Letters
- An imaging scheme to study the flow dynamics of co-flow regimes in microfluidics: implications for nanoprecipitation (2024)
- Lab on a Chip
- Encoder–decoder neural networks in interpretation of X-ray spectra (2024)
- Journal of Electron Spectroscopy and Related Phenomena
- Implementation of the emulator-based component analysis (2024)
- Journal of Computational Science
- Information bottleneck in peptide conformation determination by x-ray absorption spectroscopy (2024)
- Journal of Physics Communications
- Structural descriptors and information extraction from X-ray emission spectra: aqueous sulfuric acid (2024)
- Physical Chemistry Chemical Physics
- Structural Descriptors and Information Extraction from X-ray Spectra of Liquids (2024)
- arXiv.org
- Implementation of the Emulator-based Component Analysis (2023)
- arXiv.org
- Information Bottleneck in Peptide Conformation Determination by X-ray Absorption Spectroscopy (2023)
- arXiv.org
- Photodissociation of bromine-substituted nitroimidazole radiosensitizers (2023)
- Physical Chemistry Chemical Physics
- Towards Structural Reconstruction from X-Ray Spectra (2023)
- Physical Chemistry Chemical Physics
- Emulator-based decomposition for structural sensitivity of core-level spectra (2022)
- Royal Society Open Science
- Machine learning in interpretation of electronic core-level spectra (2022)
- Journal of Electron Spectroscopy and Related Phenomena
- Machine learning in interpretation of electronic core-level spectra (2021) Niskanen Johannes, Vladyka Anton, Kettunen J. Antti, Sahle Christoph J.
- Unsupervised classification of single-molecule data with autoencoders and transfer learning (2020)
- Machine Learning: Science and Technology
- Assisted delivery of anti-tumour platinum drugs using DNA-coiling gold nanoparticles bearing lumophores and intercalators (2019)
- Chemical Science
- In-situ formation of one-dimensional coordination polymers in molecular junctions (2019)
- Nature Communications
- Light-Stimulatable Molecules/Nanoparticles Networks for Switchable Logical Functions and Reservoir Computing (2018)
- Advanced Functional Materials
- 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
- 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
UTU Research Portal