Workshop of the KIT Centers KCIST, MathSEE, Materials
"Data Science for Materials Science"
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9:00 |
Opening, Followed by Brief Welcoming Words by Prof. Kraft (requested) |
Microscopy and Tomography
Chair: Prof. Katrin Schulz
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9:15 |
„Materials Tribology and Data Science: Uncovering Buried Interfaces” Dr. Christian Greiner Institute for Applied Materials (IAM)
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9:35 |
„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)
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9:55 |
„Synchrotron-based 4D X-ray Micro-Tomography for Materials Research” Dr. Alexey Ershov Laboratory for Applications of Synchrotron Radiation (LAS)
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10:15 |
„Terahertz Tomography and Artificial Intelligence for Accelerators and Materials Science Applications” Dr. Erik Bründermann Institute for Beam Physics and Technology (IBPT)
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10:35 Break
AI Methods and Learning
Chair: Dr. Edouard Fouché
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10:50 |
„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)
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11:10 |
„Graph Neural Networks for Materials Simulations” Jun.-Prof. Pascal Friederich Institute of Theoretical Informatics (ITI)
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11:30 |
„Automating AI - AI for Automation” Prof. Michael Beigl Telecooperation Office (TecO )
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11:50 |
„Active Learning for Experimental Design in the Materials Sciences” Adrian Englhardt Institute for Program Structures and Data Organization (IPD)
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12:05 Break
Modelling and Synthesis
Chair: Jun-Prof. Pascal Friederich
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12:50 |
„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)
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13:10 |
„Research Data in Synthetic and Biological Chemistry: Recording, Management and Analytical Challenges” Dr. Nicole Jung Institute of Biological and Chemical Systems (IBCS)
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13:30 |
„Numerical Determination of only Implicit Acessible Perameter“ Axel von der Weth Institute for Neutron Physics and Reactor Technology (INR)
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13:50 Break
Graph-Based Methods and Streams
Chair: Prof. Michael Beigl
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14:05 |
„Data Interoperability for Battery Research Using Knowledge Graphs” Dr. Tobias Käfer Institute of Applied Informatics and Formal Description Methods (AIFB)
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14:25 |
„ 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)
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14:45 |
„Creating and Using Scholarly Knowledge Graphs for the Material Sciences” Dr. Michael Färber Institute of Applied Informatics and Formal Description Methods (AIFB)
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15:05 |
„Anomaly Detection for Accelerating Materials Development” Dr. Edouard Fouché Institute for Program Structures and Data Organization (IPD)
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15:25 Closing Discussion
15:45 End