Course Program

NOTE: All the time slots are in Central European Time (CET).

  • Theoretical Lessons
  • SW Exercises
  • Opening/Closing

Mon 10-03-25

  • Welcome

    A. RANDAZZO

  • Introduction to Inverse EM Problems

    A. RANDAZZO

  • Coffee Break
  • Mathematical Issues of Inverse Source/Scattering Problems

    A. MASSA

  • Lunch
  • Understanding the Physical and Mathematical Landscape

    T. ISERNIA

  • Coffee Break
  • Taming Non-Linearity Using Different Models

    L. CROCCO

Tue 11-03-25

  • Simple Approaches for Reduced-Order Inverse Problems

    L. CROCCO

  • Coffee Break
  • Taming Non-Linearity Rearranging the Data

    T. ISERNIA

  • Lunch
  • Hands-On Activity on Simple Approaches

    R. PALMERI

  • Coffee Break
  • Examples of Applications with Simple (Linearized) Approaches

    L.CROCCO

Wed 12-03-25

  • Deterministic Strategies: Theory and Examples

    J. LOVETRI

  • Coffee Break
  • Inexact Newton Based Methods for Inverse Scattering

    C. ESTATICO, A. RANDAZZO

  • Lunch
  • Stochastic Strategies: Theory and Examples

    A. RANDAZZO

  • Coffee Break
  • Stochastic Optimization Methods

    M. SALUCCI

  • Social Dinner

Thu 13-03-25

  • Free Time (Study/Leisure Activity)
  • Mild Data-Driven Machine Learning Methods

    A. RANDAZZO

  • Coffee Break
  • Mild Data-Driven Machine Learning Methods

    A. FEDELI

Fri 14-03-25

  • Physics-Driven Machine Learning Methods

    M. SALUCCI

  • Civil and Industrial Applications

    A. FEDELI

  • Coffee Break
  • Biomedical and Other Applications

    J. LOVETRI

  • Closing Remarks

    A. RANDAZZO

  • Lunch
  • Final Exam/Test