We are happy to announce that our next SIAM-chapter seminar on the 27th of April at 4pm will take place on-site in Golm.
We are planning to have an informal social event outside behind the small gym (house 11), if the weather permits. We will try to organize ping-pong bats and some board-games. You are welcome to contribute with any of those as well as some small snacks and drinks for yourself or to share. In case of rain, we will switch to the coffee room (2.09.2.10) in the math building (house 9).
A plan of Golm campus is provided here: https://www.uni-potsdam.de/en/adressen/overview
We hope to see you at the seminar!
Get to know what your fellow Ph.D students are working on!
Time: 23.02.2022 at 4:00 pm
Place: room 2.22 or join via Zoom. Details are announced via mailing lists "mathe-phd" and "SIAM-chapter-list", or ask Undine or Florian.
Speaker: Franziska Thoma and Katherine Briceno Guerrero
Topic: Data assimilation and reinforcement learning in model-informed precision dosing
Abstract: Model-informed precision dosing (MIPD) employs a combination of mathematical modelling and individual patient measurements to calculate optimal drug dose and maximize treatment success in individualised therapy. Bayesian data assimilation and reinforcement learning can support informed decision making by providing uncertainty quantification and an understanding of underlying patient factors that influence dose decisions. In this talk, we will give you a glimpse into two approaches that aim to improve MIPD:
- We propose a neural network for smooth parameterization of the long-term return for neighboring states and actions that will efficiently reproduce the optimal policy on the reinforcement learning approach. Particularly when dealing with an increase of the complexity on the model by means of increasing the MIPD parameters (e.g. dosing time or rates of recovery).
- We develop and evaluate a fully Bayesian hierarchical approach on a toy model for continuous learning across patients when the models are employed in a real-world scenario aiming to improve the estimates of population parameters from a study population.
We are happy to announce that we founded a SIAM Student Chapter in Potsdam in February 2021. See here for general information about SIAM student chapters.
The Student Chapter is an association of students at the University of Potsdam.
What are the benefits of being organised as a SIAM Student Chapter?
Who can become a member?
How to become a member?
If you have any questions feel free to ask the PhD representatives Undine and Florian. The faculty advisor of this Chapter is Prof. Dr. Melina Freitag.
Can you summarize the content of your research in 3 minutes? Can you do it in an entertaining way? Then our SIAM Slam might be for you!
As a joint initiative of our SIAM Chapter and the SIAM Chapters of Aachen, Heidelberg and Magdeburg, we would like to invite you to SIAM Slam. There, different participants will present their theses or other scientific findings in a very short amount of time. The audience will choose the most entertaining and informative presentation.
The event will take place via zoom on the 10th of June at 18:00. Feel free to ask Florian for the login data.
Each participant will have exactly 3 minutes for their presentation. A slideshow is allowed, however, we advise reducing the number of slides. There will be a prize for the best presentation.
If you just want to be a spectator, you are welcome to join as well. Then, no registration is needed. In the second part of the event, we will run a short quiz based on the presentations. Here, the winner will also get a small prize. We plan to close the event with an opportunity to together play games online.
If you always wanted to try your hand at being a science communicator, this is your time. Who knows, maybe you are the next Richard Feynman or Stephen Hawking? :)