Lehrstuhl für Systeme der Informationsverwaltung

Workshop of the KIT Centers KCIST, MathSEE, Materials
"Data  Science for Materials Science"

Location and Time: Fully virtual, January 22nd 2021


Opening, Followed by Brief Welcoming Words by Prof. Kraft (requested)

Microscopy and Tomography
Chair: Prof. Katrin Schulz


„Materials Tribology and Data Science: Uncovering Buried Interfaces”

Dr. Christian Greiner

Institute for Applied Materials (IAM)


„Crack Segmentation and Characterization within Fiber-Reinforced Composites Based on Computed Tomography Data“

Ludwig Schöttl

Institute for Applied Materials – Materials Science and Engineering (IAM-WK)


„Synchrotron-based 4D X-ray Micro-Tomography for Materials Research”

Dr. Alexey Ershov

Laboratory for Applications of Synchrotron Radiation (LAS)


„Terahertz Tomography and Artificial Intelligence for Accelerators and Materials Science Applications”

Dr. Erik Bründermann

Institute for Beam Physics and Technology (IBPT)

10:35   Break

AI Methods and Learning
Chair: Dr. Edouard Fouché


„Combining Numerical Approaches with Neural Networks in the Context of Fluid Simulations”

Roman Lehmann

Institute of Computer Engineering (ITEC), Chair for Computer Architecture and Parallel Processing (CAPP)


„Graph Neural Networks for Materials Simulations”

Jun.-Prof. Pascal Friederich

Institute of Theoretical Informatics (ITI)


„Automating AI - AI for Automation”

Prof. Michael Beigl

Telecooperation Office (TecO )


„Active Learning for Experimental Design in the Materials Sciences”

Adrian Englhardt

Institute for Program Structures and Data Organization (IPD)

12:05   Break

Modelling and Synthesis
Chair: Jun-Prof. Pascal Friederich


„Impedance Data Analysis - Evaluation of Parameter Dependencies for Physicochemical modeling of Fuel Cells and Batteries”

Dr. André Weber

Institute for Applied Materials - Materials for Electrical and Electronic Engineering (IAM-WET)


„Research Data in Synthetic and Biological Chemistry: Recording, Management and Analytical Challenges”

Dr. Nicole Jung

Institute of Biological and Chemical Systems (IBCS)


„Numerical Determination of only Implicit Acessible Perameter“

Axel von der Weth

Institute for Neutron Physics and Reactor Technology (INR)

13:50   Break

Graph-Based Methods and Streams
Chair: Prof. Michael Beigl


„Data Interoperability for Battery Research Using Knowledge Graphs”

Dr. Tobias Käfer

Institute of Applied Informatics and Formal Description Methods (AIFB)


Phase Prediction and Compositional Analysis in High-Entropy Alloys Using Social Network Analysis”

Prof. Mehrdad Jalali

Institute of Functional Interfaces (IFG); Institute of Nanotechnology (INT)


„Creating and Using Scholarly Knowledge Graphs for the Material Sciences”

Dr. Michael Färber

Institute of Applied Informatics and Formal Description Methods (AIFB)


„Anomaly Detection for Accelerating Materials Development”

Dr. Edouard Fouché

Institute for Program Structures and Data Organization (IPD)

15:25      Closing Discussion 

15:45       End