Machine Learning Projects by Prof. Dr. Michael A. Kraus, M.Sc.(hons) using Weights & Biases

Intro

Hello, I'm @mkrausai🖥️ I am Professor for Structural Analysis at ISMD of TU Darmstadt, working in the fields of design and analysis of engineering structures with a strong focus on Scientific Machine & Deep Learning.
My research includes the development of theory-​informed machine and deep learning methods and their application with a particular focus on structural design, component verification and generative design. My research regularly takes place at the interface with other sciences such as architecture but also psychology and computer science. I studied civil engineering at the Technical University of Munich and was a post-​doctoral researcher at the Bundeswehr University in Munich as well as at Stanford and ETH Zurich.
In order to ensure the transfer of knowledge into practice, I run an AI company ZM-I KI GmbH with a focus on industry-​related applications of artificial intelligence.
📚 My interests include Structural Analysis, Design and Scientific Machine Learning
🔭 I’m currently working on SciML and ML/DL applications with specific focus on Civil Engineering Design and Construction
🌱 I’m currently learning GraphML and generative DL for structural design
👯 I’m looking to collaborate on SciML augmented {(multi-scale) material modelling, structural analysis}, GraphML, scan/drawing2BIM
🚀 Let's collaborate on GraphML for structural analysis
🤔 I’m looking for help with GraphML for structural analysis
💬 Ask me about SciML in Civil Engineering and “classical” Structural Engineering
📫 How to reach me: kraus@ismd.tu-darmstadt.de or michael.kraus@zm-i.de or book an appointment here: https://calendly.com/makraus
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Links

My personal Homepage

https://mkrausai.com/

My GitHub Repo

https://mkrausai.github.io/

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Prof. Dr. Michael A. Kraus, M.Sc.(hons)

Teams

Hello, I'm @mkrausai