Two-Year Postdoc in Machine Learning: The Helmholtz-Zentrum Dresden-Rossendorf (HZDR) and the Technical University of Dresden (TU Dresden) are seeking a highly motivated and talented postdoctoral researcher to join their interdisciplinary DRESDEN-concept Research Group AI 4 Quantum. The successful candidate will develop and apply novel deep machine learning (ML) methods, neural network, and artificial intelligence approaches to extend the reach of accurate computational methods for studying strongly correlated quantum matter.
Two-Year Postdoc (F/M/D) in Machine Learning for Quantum Computing and Simulation of Quantum Matter
Designation: Postdoctoral Researcher
Research Area:
- Development of novel Neural Quantum States
- Deep learning approaches to design quantum computing (QC) algorithms
- AI and ML techniques to improve state-of-the-art quantum Monte Carlo methods
Location: Center for Advanced Systems Understanding (CASUS) of the Helmholtz-Zentrum Dresden-Rossendorf (HZDR) and the Center for Scalable Data Analytics and Artificial Intelligence Dresden/Leipzig (ScaDS.AI) at the Center for Interdisciplinary Digital Sciences (CIDS) of the TU Dresden.
Eligibility/Qualification:
- Coding experience (preferably in Python/Julia and C++ or Fortran)
- Strong mathematical foundation within a scientific context
- Prior experience with algorithm development or implementation
- Relevant experience in ML/AI approaches, method or algorithm development related to solve natural science problems, quantum information, or quantum computing
Job Description:
- Develop and apply novel deep machine learning (ML) methods, neural network, and artificial intelligence approaches to extend the reach of accurate computational methods for studying strongly correlated quantum matter.
- Focus on the development of novel Neural Quantum States, deep learning approaches to design quantum computing (QC) algorithms, and AI and ML techniques to improve state-of-the-art quantum Monte Carlo methods.
- Customize the project to align with the specific expertise and interests of the selected candidate.
- Gain or complement and extend existing highly sought-after skills valued in both industry and academia, including expertise in novel machine learning/AI approaches, computational chemistry/physics, quantum algorithms, and software engineering.
How to Apply:
Candidates should apply via the HZDR online-application-system found on the official job advertisement link.
Last Date for Apply: 28 February 2025
