PhD student
ziqian.li@fau.de
Room 03.319 | Friedrich-Alexander-Universität Erlangen Nürnberg. FAU DCN-AvH Chair for Dynamics, Control, Machine Learning and Numerics – Alexander von Humboldt Professorship.
+49 151 14432558
Hi! My name is Ziqian Li, and I am a doctoral student at the Chair for Dynamics, Control, Machine Learning and Numerics – Alexander von Humboldt- Professorship under the supervision of Prof. Enrique Zuazua. I am also a PhD student at Jilin University in China.
My research directions are optimal control in fluid mixing, neural ODEs and deep learning solving partial differential equations.
Events
• ICBS 2025 (July, 2025): Outstanding Poster Award: “Approximation Theory and applications of semi-autonomous Neural ODEs” (See this poster), International Congress of Basic Science 2025 (Beijing, China)
• FAU DCN-AvH Workshop: Talk “Greedy Algorithm for Neural Networks for Indefinite Elliptic Problems” (Mar. 24, 2025) | slides
My Awards
Outstanding Poster Award: “Approximation Theory and applications of semi-autonomous Neural ODEs”, ICBS 2025 – International Congress of Basic Science 2025 (Beijing, China)
My posters
Approximation Theory and applications of semi-autonomous Neural ODEs
Publications
2026
- , , , , :
Deep Neural ODE Operator Networks for PDEs
(2026)
Open Access: https://arxiv.org/abs/2510.15651
URL: https://arxiv.org/abs/2510.15651
BibTeX: Download
2025
- , , , :
Greedy Algorithm for Neural Networks for Indefinite Elliptic Problems
In: Journal of Scientific Computing (2025)
ISSN: 0885-7474
URL: https://link.springer.com/article/10.1007/s10915-025-03021-w#Bib1
BibTeX: Download - , , , :
Universal Approximation of Dynamical Systems by Semi-Autonomous Neural ODEs and Applications
(2025)
Open Access: https://arxiv.org/abs/2407.17092
URL: https://arxiv.org/abs/2407.17092
BibTeX: Download
