4th Workshop

 JOINT LAB Integrated Model and Data Driven Material Characterization  

Karlsruhe – 15. July 2025

The annual scientific workshop of the Joint Lab MDMC was held on the 15th of July 2025 in Karlsruhe at the North Campus of the Karlsruhe Institute of Technology. More than 40 scientists attended the workshop from KIT, Forschungszentrum Jülich and the Helmholtz-Zentrum Hereon, to discuss about data-driven modelling and advanced characterization techniques in materials science. The workshop comprised of 20 talks encompassing different aspects of correlative materials analyses, computational methods, meta data management and electronic laboratory books and a poster session that facilitated an open environment for discussion. The scientific program was complemented by a visit of the correlated Magnetic Resonance and X-ray imaging (CORREL lab) and the high-through-put NMR (HiT-NMR) facilities.

Agenda

14th
July

 

19:15

Joint Dinner

Carl’s Wirtshaus

 

15th
July

 

 

08:45

Arrival-Coffee

09.00

Welcome

Rafal Dunin-Borkowski/Christian Kübel

09:05

WP2:
Correlative Characterisation 

 

Correlative Characterisation- Overview  

WP 2 Leader /Christian
Kübel

09:10

Presentations by WP 2 scientists each 15 minutes
including questions

 

4D-STEM

Sangjun
Kang/KIT TU Darmstadt

 

CORREL

Vlad Badilita/ KIT

 

2D correlation

Max Kabbe / Richard Thelen KIT

 

3D correlation

Alexej Boubnov/ KIT

 

Towards new
opportunities of correlative microscopy at ER-C – implemented setup, planned
workflow and possible cooperation.

Penghan Lu
& Ivan Povstugar/FZJ

 

Correlative
imaging of biodegradable magnesium-based implant materials using in situ
nanoCT and TEM

Jan
Reimers/Hereon

10:40

Coffee Break

11:00

WP 1: New Instrumentation

09.05

New
Instrumentation – overview (5 min.)

 

WP 1 leader
/ Rafal Dunin-Borkowski

 

 

Presentations by WP 1 scientists each 15 minutes
including questions

11:05

Automated
Off-axis Electron Holography on Interacting Magnetic Nanoparticles

Malika Khelfallah/FZJ

 

Efficient
Tensor Decomposition for 4D-STEM Denoising

Chongzhi Zhu/FZJ

 

Advancing TEM
Analysis through Artificial Intelligence

Enzo Rotunno /CNR

 

Dose-fractionated
ptychography for beam-sensitive materials

Xudong Pei/FZJ

 

 

12:05

HELMA

Ilona Koronczi

12:25

VMD

Wolfgang Wenzel

12.45

Lunch

INT Foyer
(posters – JL-MDMC, HELMA, VMD)

 

13:45

Board meeting – generating new synergies

Rafal/Martin/Christian/Francesca/
Wolfgang/Ilona

13:45

Parallel to Board Meeting – Visit CORREL

Vlad
Badilita

14:45

Coffee break

 

WP
3 Multi-Mode Data Evaluation

14:55

Multi-mode data evaluation Overview (5
min.)

 

WP 3 leader Martin Müller

15.00

Presentations by WP 3 scientists each 15 minutes
including questions

 

Quick guide
to the research (meta)data management journey

Sabrine Chelbi/KIT

 

Digital twins
as ontologies for reproducible metadata

Dieter
Weber /FZJ

 

Connecting Lab Devices to Kadi4Mat

Lars
Griem/KIT

 

Kadi4Mat Application

Vinga Szabo/KIT

 

Virtual
staining for 3D X-ray histology of bone implants with deep learning

Sarah Irvine/Hereon

 

New ways in
image 3D resolution analysis in different conditions

David Kartte/FZJ

16:30

close