Prof. Dr. Frank Noé
Prof. Dr. Frank Noé
RESEARCH GROUP LEAD:
“AI FOR THE SCIENCES”
| 2019, 2020, 2021 | ISI Highly Cited Researcher (Web of Science) |
| 2019 | Simons Fellow at the Institute of Pure and Applied Mathematics (IPAM) |
| 2019 | Early-Career Award in Theoretical Chemistry of the Americal Chemical Society (ACS) |
| 2018 – 2020 | ERC consolidator grant (awarded 2017) |
| 2013 -2017 | ERC starting grant (awarded 2012) |
- Machine Learning in the Sciences: Development of deep learning architectures and algorithms toaddress fundamental problems in statistical mechanics, quantum mechanics and theoretical chemistry.
- Method development and simulation in chemical physics and theoretical chemistry: Protein moleculardynamics (especially long-timescale simulation), particle-based reaction dynamics for cellular signaling,multiscale modeling between atomistic and cellular scale, integration of simulation and experimentaldata.
- Scientific software development for the open-source dissemination of our methods: Dissemination ofresearch in community-usable software, modular software design, Open source software in Python, C,C++, Java
- Berlin-Brandenburg Academy of Sciences and Humanities
- Fellow, European Laboratory for Learning and Intelligent Systems (ELLIS)
- Editor, Machine Learning: Science and Technology (IOPscience)
- Editorial Advisory Board, Journal of Chemical Theory and Computation (ACS)
- Member: American Physical Society, American Chemical Society, Biophysical Society.