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Luca Gagliardi

Post Doc
Computational mOdelling of NanosCalE and bioPhysical sysTems
Address
Research center
About

I am a junior researcher with a background in computer modeling of physical, chemical and biomolecular systems. I have been developing different models and scientific codes during my master studies and PhD where I have mainly worked on condensed matter physics with both atomistic simulations and continuum models. 

Today, I am working on the development of HPC applications in biophysical systems which are relevant to the identifications of binding sites on proteins. Currently, my main research interest is the development and integration of Machine Learning tools in physical systems. I am particularly interested in  Reinforcement Learning techniques. 

All Publications
2022
Gagliardi L., Pierre-Louis O.
Controlling anisotropy in 2D microscopic models of growth
Journal of Computational Physics, vol. 452
Article Journal
2018
Kohler F., Gagliardi L., Pierre-Louis O., Dysthe D.K.
Cavity Formation in Confined Growing Crystals
Physical Review Letters, vol. 121, (no. 9)
2018
Gagliardi L., Pierre-Louis O.
Crystal growth in nano-confinement: Subcritical cavity formation and viscosity effects
New Journal of Physics, vol. 20, (no. 7)
2018
Gagliardi L., Pierre-Louis O.
Thin film modeling of crystal dissolution and growth in confinement
Physical Review E, vol. 97, (no. 1)