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Anton Vladyka
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Ordered nanoparticle arrays interconnected by molecular linkers: electronic and optoelectronic properties
J Liao, S Blok, SJ van der Molen, S Diefenbach, AW Holleitner, ...
Chemical Society Reviews 44 (4), 999-1014, 2015
1112015
In-situ formation of one-dimensional coordination polymers in molecular junctions
A Vladyka, ML Perrin, J Overbeck, RR Ferradás, V García-Suárez, ...
Nature communications 10 (1), 262, 2019
392019
Noise and transport characterization of single molecular break junctions with individual molecule
VA Sydoruk, D Xiang, SA Vitusevich, MV Petrychuk, A Vladyka, Y Zhang, ...
Journal of applied physics 112 (1), 2012
372012
Unsupervised classification of single-molecule data with autoencoders and transfer learning
A Vladyka, T Albrecht
Machine Learning: Science and Technology 1 (3), 035013, 2020
272020
Light‐stimulatable molecules/nanoparticles networks for switchable logical functions and reservoir computing
Y Viero, D Guérin, A Vladyka, F Alibart, S Lenfant, M Calame, D Vuillaume
Advanced Functional Materials 28 (39), 1801506, 2018
222018
Assisted delivery of anti-tumour platinum drugs using DNA-coiling gold nanoparticles bearing lumophores and intercalators: towards a new generation of multimodal nanocarriers …
AB Caballero, L Cardo, S Claire, JS Craig, NJ Hodges, A Vladyka, ...
Chemical Science 10 (40), 9244-9256, 2019
202019
Interplay between Mechanical and Electronic Degrees of Freedom in π-stacked molecular junctions: from single molecules to mesoscopic nanoparticle networks
T Ghane, D Nozaki, A Dianat, A Vladyka, R Gutierrez, JP Chinta, ...
The Journal of Physical Chemistry C 119 (11), 6344-6355, 2015
172015
Unsupervised classification of voltammetric data beyond principal component analysis
C Weaver, AC Fortuin, A Vladyka, T Albrecht
Chemical Communications 58 (73), 10170-10173, 2022
122022
Towards structural reconstruction from X-ray spectra
A Vladyka, CJ Sahle, J Niskanen
Physical Chemistry Chemical Physics 25 (9), 6707-6713, 2023
112023
Machine learning in interpretation of electronic core-level spectra
J Niskanen, A Vladyka, JA Kettunen, CJ Sahle
Journal of Electron Spectroscopy and Related Phenomena 260, 147243, 2022
92022
Emulator-based decomposition for structural sensitivity of core-level spectra
J Niskanen, A Vladyka, J Niemi, CJ Sahle
Royal Society Open Science 9 (6), 220093, 2022
62022
Photodissociation of bromine-substituted nitroimidazole radiosensitizers
L Pihlava, M Berholts, J Niskanen, A Vladyka, K Kooser, C Stråhlman, ...
Physical Chemistry Chemical Physics 25 (18), 13004-13011, 2023
52023
Information bottleneck in peptide conformation determination by x-ray absorption spectroscopy
EA Eronen, A Vladyka, F Gerbon, CJ Sahle, J Niskanen
Journal of Physics Communications 8 (2), 025001, 2024
42024
Structural descriptors and information extraction from X-ray emission spectra: aqueous sulfuric acid
EA Eronen, A Vladyka, CJ Sahle, J Niskanen
Physical Chemistry Chemical Physics 26 (34), 22752-22761, 2024
2*2024
Implementation of the emulator-based component analysis
A Vladyka, EA Eronen, J Niskanen
Journal of Computational Science 83, 102437, 2024
12024
Encoder-Decoder Neural Networks in Interpretation of X-ray Spectra
J Passilahti, A Vladyka, J Niskanen
arXiv preprint arXiv:2406.14044, 2024
12024
Transport properties characterization of individual molecule device using noise spectroscopy: A new approach
A Vladyka, V Sydoruk, S Vitusevich, M Petrychuk, D Xiang, ...
AIP Conference Proceedings 1566 (1), 401-402, 2013
12013
An imaging scheme to study the flow dynamics of Co-Flow regime in Microfluidics: Implications for Nanoprecipitation
W Inam, A Vladyka, H Zhang
Lab on a Chip, 2024
2024
Photofragmentation of the Radiation Therapy Enhancers: Can We Make Better Ones?
M Berholts, PHW Svensson, L Pihlava, A Vladyka, J Niskanen, I Unger, ...
Publications de l'Observatoire Astronomique de Beograd 102, 283, 2022
2022
AI3SD Project: Application of Capsule Net for automated DNA sequencing using tunnelling spectroscopy
T Albrecht, A Vladyka
University of Southampton, 2020
2020
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