Prof. Dr. Nicolas R. Gauger


  • Prof. Dr. Nicolas R. Gauger

    Prof. Dr. Nicolas R. Gauger received his Master in Mathematics (Dipl.-Math.) from Leibniz University of Hanover in 1998, and his Ph.D. in Applied Mathematics (Dr.rer.nat.) from Braunschweig University of Technology in 2003. From 1998 to 2010 he was Research Scientist in the field of Numerical Methods for Aerodynamics at German Aerospace Center (DLR) in Braunschweig. Furthermore, he was appointed as Assistant Professor (Jun.-Prof., W1) for Applied Mathematics at the Department of Mathematics of the Humboldt University Berlin from 2005 to 2010. In addition, he was Member of the DFG Research Center MATHEON (Mathematics for Key Technologies) in Berlin from 2006 to 2010. Then, from 2010 to 2014, he was Associate Professor (W2) for Computational Mathematics at the Department of Mathematics and the Center for Computational Engineering Science (CCES) at RWTH Aachen University. Furthermore, from March to August 2014, he was Visiting Professor at the Massachusetts Institute of Technology (MIT) in Cambridge, USA. Since September 2014 he is now Chairholder for Scientific Computing at University of Kaiserslautern-Landau (RPTU), where he is Full Professor (W3) at the Department of Mathematics as well as Department of Computer Science. Additionally, since February 2015, he is Director of the Computing Center (RHRZ) at RPTU.

Contact


Basic Research


  • Research in the field of Mathematical Foundation of Machine Learning and Artificial Intelligence in general. Especially in the area of training of Artificial Neural Networks.

Application related Research


  • Data-driven turbulence modeling in aeronautics research. Furthermore, artificial intelligence methods are used in high-energy physics, climate research and medicine.

Existing Memberships


    • American Institute of Aeronautics and Astronautics (AIAA)
    • Society of Industrial and Applied Mathematics (SIAM)
    • Gesellschaft für Angewandte Mathematik und Mechanik (GAMM)

Received Awards, Prizes, Honors


    • 2014 Visiting Professor at Massachusetts Institute of Technology (MIT), USA
    • 2019 Associate Fellow of the American Institute of Aeronautics and Astronautics (AIAA)