Biomolecular simulations in the exascale era

Anno accademico 2025/2026
Docente Giuseppe Brancato, Paolo Carloni

Modalità d'esame

<p>Esame orale e report scritto</p>

Prerequisiti

Basics in Thermodynamics, Statistical Mechanics, Programming languages (required)

Basics in molecular simulation (suggested)

The course is for PhD students in Chemistry, Condensed Matter Physics, Biology and can also be followed by Master students in chemistry, physics, biology

Programma insegnamento

  • Introduction to molecular dynamics simulations: scopes, foundations, applications
  • Structure of biomolecules. Structural databases. Alpha fold.
  • Dynamics of biomolecules. Kinetic modeling and analysis.
  • Biomolecular simulation: Recall of statistical mechanics/Ergodic hypothesis, Periodic boundary conditions, Long-/short-range interactions, Force fields, Thermostat and barostat algorithms, Applications to biomedicine.
  • Biomolecular-based Drug design: Ligand and protein flexibility, Effect of mutations, ligand binding Free-energy predictions.
  • Proteins: primary, secondary, tertiary and quaternary structures. Physics basis of the Ramahcandran Plot.
  • Soluble proteins. Protein folds. Hydrophobic effect. Intrinsically disordered proteins.
  • Membrane proteins and protein-ligand interactions.
  • Physical basis of protein function: from enzymatic catalysis to receptor activation
  • Nucleic acids.
  • Computational training and exercises on molecular visualization and molecular docking