Awarded Projects

Transport and handling of complex fluids consumes large amounts of energy worldwide, and improving their mixing and heat transfer crucial from process industry to medicine.

Hydrophobic gating occurs when the ionic current flowing through a nanopore is hindered by the reversible formation of a vapour bubble inside the pore.

Silicon is the most widely used semiconductor material in electronic industry, including photovoltaics. In spite of this dominance and many decades of research, important questions remain unsolved.

We propose to run first-of-a-kind simulations of the embedded phase of star formation, covering the crucial time when protoplanetary disks are formed.

This project will develop a 980 million-parameter transformer trained on 214 million structure-sequence pairs, by integrating structural masking tokens and a supervised training regime to awaken high-precision inpainting abilities pushing Multiclass Accuracy for masked positions from 50–55 % to 92%.

This proposal aims to unveil still debated properties of cosmic ray transport in the Universe.

The aberrant expression of CD44 variants has been associated with malignancy of various cancer cells, including glioblastoma, for which effective treatments are unavailable. Moreover, CD44 is a promising therapeutic target for hyaluronic acid (HA)-based drug delivery carriers.

The resulting LLM will be able to generate reports, written in natural language, of the market trends forecasted by the Axyon AI platform, with insightful explanations of such predictions.

Close interaction between theory and experiment has led to the success of the Standard Model of particle physics, which has now entered the precision frontier in the search for New Physics.