Helmholtz-Zentrum Dresden-Rossendorf

AI4Quantum – Machine Learning for Quantum Simulation and Computing

Mr. Werner Dobrautz

Head AI4Quantum – Machine Learning for Quantum Simulation and Computing
DRESDEN-concept Research Group Leader at Center for Advanced Systems Understanding (CASUS) at HZDR and Center for Scalable Data Analytics and Artificial Intelligence (ScaDS.AI) at TU Dresden

Phone

+49 3581 37523 59

Email

w.dobrautzAthzdr.de

Links

Homepage
ORCID: 0000-0001-6479-1874

Address
Building/Office

Conrad-Schiedt-Straße 20 - 02826 Görlitz
GRWerk1/228


Area of responsibility

Since December 2024, I am a DRESDEN-concept research group leader jointly appointed at the Center for Scalable Data Analytics and Artificial Intelligence (ScaDS.AI) in Dresden and the Center for Advanced Systems Understanding (CASUS) in Görlitz. In my current role, I am building an AI4Quantum research group that focuses on developing a synergistic HPC+QC approach aided by novel artificial intelligence/deep machine learning methods to enable the computational study of complex quantum systems relevant to the green energy transition. Additionally, my current research focuses on developing innovative quantum Monte Carlo methods and novel quantum computing algorithms to enable realistic electronic structure calculations for strongly correlated electron problems on high-performance computing hardware and near-term quantum computing devices.

Career (education, degrees, important stations)

I studied technical physics at Graz University of Technology, specializing in computational solid-state physics. I obtained my PhD in computational quantum chemistry at the Max Planck Institute for Solid State Research and the University of Stuttgart in 2019. My research during my PhD focused on developing innovative quantum Monte Carlo methods in a high-performance computing (HPC) setting to solve strongly correlated electron problems. From 2021 until the end of 2024, I was a Marie Skłodowska-Curie Postdoctoral Fellow at Chalmers University of Technology in Gothenburg, Sweden. My research at Chalmers University and the Wallenberg Centre for Quantum Technologies focused on developing novel quantum computing algorithms to enable realistic electronic structure calculations on current and near-term quantum computing (QC) devices.