ROM materials for SciML autumn school @CWI
Andrea Manzoni: Google Colab link 1 and link 2 for Burgers' equation, mfNNs for regression and ROM
Mengwu Guo: lecture note handout
Mengwu Guo: lecture note handout
Main Teaching Activities
University of Twente
- Course creator, lecturer and tutor of Uncertainty Quantification & Data-Driven Modeling | 2A 2021, 22, 23 | Master-AM AI4Health
- Nonlinear Optimisation & Learning for AM | 1B 2023 | Bachelor module 6
- Project supervisor of Modelling and Programming 3 for AM | 2B 2022 | Bachelor module 4
- Guest lecturer of Intercultural Communication for AM | 1A 2022, 23 | Bachelor module 1
- Linear Algebra for CE and CS | 2A 2021, 22 | Bachelor module 3
- Calculus 1B for CE and CS | 1B 2021, 22 | Bachelor module 2
- Linear Algebra for EE | 2B 2020 | Bachelor module 4
Ecole Polytechnique Fédérale de Lausanne
- Tutor of Functional Analysis I for MA | Fall 2018 | Bachelor
- Tutor of Analysis I for engineering disciplines | Fall 2017 | Bachelor
Tsinghua University
- TA of Finite Element Methods and Fundamentals of Variational Principles | Spring 2015, 16, 17 | Graduate
- TA of Introduction to Computational Structural Mechanics | Spring 2015, 16, 17 | Also as guest lecturer in 2017 | Undergraduate