Simon Märtens
M. Sc. RWTH
Contact Details
- Mail
Informatik 12: Software and Tools for Computational Engineering
RWTH Aachen University
D-52056 Aachen, Germany - Office: Seffenter Weg 23, 52074 Aachen
- Room: 228
- Phone: +49 (0)241/80 28429
- Email: maertens@stce.rwth-aachen.de
- Researcher at STCE: since 2016
- Office Hours: on request
Research
- Jacobian Accumulation via Elimination Techniques on Computational Graphs
- Algorithmic Differentiation (AD) and Symbolic Differentiation of Linear Algebra
- Dimensionality Reduction for Neural Networks via Subspace Regression
Publications
- 2023
- Naumann, U., Schneidereit, E., Maertens, S., Towara, M.: Elimination Techniques for Algorithmic Differentiation Revisited. SIAM Conference on Applied and Computational Discrete Algorithms (ACDA23), Proceedings https://epubs.siam.org/doi/10.1137/1.9781611977714.18.
- Naumann, U., Schneidereit, E., Maertens, S., Towara, M.: Elimination Techniques for Algorithmic Differentiation Revisited. SIAM Conference on Applied and Computational Discrete Algorithms (ACDA23), Proceedings https://epubs.siam.org/doi/10.1137/1.9781611977714.18.
Talks
- 2023
- 25th European Workshop on Automatic Differentiation, INRIA Sophia-Antipolis, France:
ADMission Scheduling - SIAM Conference on Computational Science and Engineering (CSE23), Amsterdam, The Netherlands:
The Chain Rule of Differentiation Is Associative - So What?
- 25th European Workshop on Automatic Differentiation, INRIA Sophia-Antipolis, France:
- 2022
- Quantminds International, Barcelona, Spain:
Algorithmic Differentiation Mission Planning (ADMission)
- Quantminds International, Barcelona, Spain:
- 2019
- 22nd European Workshop on Automatic Differentiation, Imperial College London, UK:
Derivative code by overloading in MATLAB
- 22nd European Workshop on Automatic Differentiation, Imperial College London, UK:
Teaching
- Introduction to Programming (C++) & Advanced C++
- AD & Advanced AD
- Combinatorial Problems in Scientific Computing
- Software Engineering Lab