Teaching
Current Graduate-Master courses
2023-2024. Numerical Optimization with applications in Machine Learning and Aeronautical Engineering (responsible). Undergraduate course. Universitat Politècnica de Catalunya, Barcelona, Spain. Around 15 students.
2023-2024. Hypersonic Aerodynamics (responsible). Master course. Universitat Politècnica de Catalunya, Barcelona, Spain. Around 15 students.
2023-2024. Flight mechanics (responsible). Undergraduate course. Universitat Politècnica de Catalunya, Barcelona, Spain. Around 100 students.
Past Graduate-Master courses
2021-2022. Numerical tools for Machine Learning in Aeronautical Engineering (responsible). Undergraduate course. Universitat Politècnica de Catalunya, Barcelona, Spain. Around 15 students.
2021-2022. Flight mechanics (co-responsible). Undergraduate course. Universitat Politècnica de Catalunya, Barcelona, Spain. Around 100 students.
2014-2018. Aerospace vehicles (responsible). Master course. Universitat Politècnica de Catalunya, Barcelona, Spain. Around 80 students.
Specific courses
2022. An excursion into Machine Learning and its application to Computational Engineering. Summer school.
16h course (around 50 students). 4th to 8th of July 2022, Barcelona.
Lecture 1. Basics in continuous optimization Part I (Notes).
Lecture 2. Applications in Machine Learning (Notes).
Lecture 3. Basics in continuous optimization Part ll (Notes).
Lecture 4. Supervised Learning Part I (Notes).
Lecture 5. Optimization in Computational Engineering (Notes).
Lecture 6. Supervised Learning Part ll (Notes).
Lecture 7. Statistical Learning (Notes).
Lecture 8. Unsupervised Learning (Notes).
Lecture 1
Lecture 4
Lecture7
Lecture 2
Lecture 5
Lecture 8
Lecture 3
Lecture 6
2022. Lessons in Topology optimization. Grad/Master students at University Politecnica de Catalunya.
Lecture 1. Introduction to Topology Optimization. Part 1 (Notes).
Lecture 2. Introduction to Topology Optimization. Part 2 (Notes).
Lecture 3. Introduction to Topology Optimization. Part 3 (Notes).
Lecture 1
Lecture 2
Lecture 3