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Symbolic Models Discovery
from Time-Series Data
at IX, Imperial College London White City Campus, London
Join us for an exciting two-day workshop focused on
Symbolic Model Discovery,
and learn about ML tools for scientific discovery.
Join us for an exciting two-day workshop focused on
Symbolic Model Discovery,
and learn about ML tools for scientific discovery.
Highlights
Highlights
Interactive Lectures: Learn foundational theories of cutting-edge packages from leading experts and developers in symbolic model discovery.
Interactive Lectures: Learn foundational theories of cutting-edge packages from leading experts and developers in symbolic model discovery.
o PySR (Symbolic Regression) – Miles Cramer (Cambridge)
o PySR (Symbolic Regression) – Miles Cramer (Cambridge)
o PySINDy/Ensemble-SINDy – Urban Fasel (Imperial)
o PySINDy/Ensemble-SINDy – Urban Fasel (Imperial)
Practical Tutorials and Exercises: Step-by-step guidance using symbolic regression packages guided by experts!
Practical Tutorials and Exercises: Step-by-step guidance using symbolic regression packages guided by experts!
Benchmark Hackathon: Tackle real-world datasets in predator-prey dynamics, epidemiology, fluid dynamics, or control system identification. Alternatively, you can bring your own data to work together!
Benchmark Hackathon: Tackle real-world datasets in predator-prey dynamics, epidemiology, fluid dynamics, or control system identification. Alternatively, you can bring your own data to work together!
Publication: For those interested in a joint publication, we aim to write up our hackathon results as part of a benchmarking paper!
Publication: For those interested in a joint publication, we aim to write up our hackathon results as part of a benchmarking paper!
Prerequisite
Prerequisite
Basic knowledge of coding with Python, and also running a Jupyter Notebook.
Basic knowledge of coding with Python, and also running a Jupyter Notebook.
No prior knowledge of symbolic regression is required!
No prior knowledge of symbolic regression is required!
Speakers
Speakers
Miles Cranmer
Miles Cranmer
Author of PySR
Urban Fasel
Urban Fasel
Author of
Ensemble-SINDy
Venue
Venue
IX, 5/F I-HUB (Translation & Innovation Hub)
IX, 5/F I-HUB (Translation & Innovation Hub)
Imperial College White City Campus
84 Wood Lane
London, UK
W12 0BZ
Imperial College White City Campus
84 Wood Lane
London, UK
W12 0BZ
Open for registration now!
Open for registration now!
Organisers
Organisers
Lloyd Fung - Research Fellow @ Imperial College London
Tianning Tang - Lecturer @ University of Manchester
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