Work Package 2

Image reconstruction & AI-enhanced modelling

———

  • İlker Meriç

    (HVL) WP Leader

  • William Lionheart

    (UNIMAN)

  • Jan Langer

    (Fh ENAS)

  • Valeriy Titarenko

    (UNIMAN)

  • Hunter Nathaniel Ratliff

    (HVL)

  • Francesco Blangiardi

    (Fh ENAS)

  • Kyrre Skjerdal

    (HVL)

  • Fabian Teichert

    (Fh ENAS)

  • Lena Marie Setterdahl

    (HVL)

  • Asuman Kolbaşı

    (HVL)

Objectives

O2.1 Develop the inverse solution code for multi-particle image reconstruction.

O2.2 Develop AI methods to enable algorithmic speed-ups of numerical models and the image reconstruction problem.

Tasks

T2.1 Theoretical foundations

T2.2 Inverse solution code

T2.3 AI-accelerated forward modelling

T2.4 AI-based image reconstruction

Deliverables

D2.1 Theoretical formulation

D2.2 Inverse solution code

D2.3 AI techniques

D2.4 AI-based image reconstruction

Milestones

M1 Reconstruction theory

M3 AI-enhanced MC code