Nanoscale local atomic, electronic and magnetic structures of advanced smart materials for nano-, bio-, medical applications.
Synchrotron radiation spectroscopies and x-ray free electron laser experiments.
Multiscale supercomputer modelling in materials science and nanotechnology.
Nano-oncology : Development of optimized synthesis techniques of metal-containing nanoparticles having a pronounced effect on tumor tissue, and integrated technologies for enhancing antitumor resistance mechanisms using nanomaterials and personalized low-intensity systemic effects.
Deep machine learning algorithms (Artificial Intelligence) for the analysis of Big Data, obtained at large-scale research facilities.
Deep machine learning algorithms (Artificial Intelligence) for oncology diagnostics.
Research projects:
Smart nanostructured porous materials computer nanodesign, advanced chemical synthesis and spectral nanodiagnostics.
From NanoDesign upto NanoDiagnostics of smart nanomaterials:“full cycle” laboratory setup.
Colloidal magnetic nanoparticles for personalized theranostics in oncology: advanced in-situ x-ray spectroscopic and x-ray nano-imaging research.
Picometer scalecharacterization of 3D local atomic structure parameters of nanomaterials based on XANES spectroscopy.
Nano-oncology : Development of optimized synthesis techniques of metal-containing nanoparticles having a pronounced effect on tumor tissue, and integrated technologies for enhancing antitumor resistance mechanisms using nanomaterials and personalized low-intensity systemic effects.
Deep machine learning algorithms (Artificial Intelligence) for the analysis of Big Data, obtained at large-scale research facilities.
Deep machine learning algorithms (Artificial Intelligence) for oncology diagnostics.