Bernadette Stolz

If you’re at #SMB25 and curious to learn about novel geometrical and topological techniques for data-driven modeling, don’t miss our minisymposium (co-organised with Dhananjay Bhaskar)!
Speakers:
@kfbenjamin.bsky.social
Veronica Ciocanel
Robert McDonald
Nan Wu
Eunbi Park
@tangjian.bsky.social

It was a pleasure to end my research visit at ETH @ethzurich.bsky.social with a guest lecture in Patrick‘s @schnpatr.bsky.social TDA course, thank you for the invitation. And a huge thank you to Sara Kalisnik for hosting me at the FIM for a week of great discussions and ideas!

Communities in the Kuramoto Model: Dynamics and Detection via Path Signatures The behavior of multivariate dynamical processes is often governed by underlying structural connections that relate the components of the system. For example, brain activity which is often measured vi...

New preprint with @stolzbernadette.bsky.social and Darrick Lee - Communities in the Kuramoto Model: Dynamics and Detection via Path Signatures.

Oscillators coupled through SBM reduce to a few variables captured by lead matrices, allowing for structure recovery!

👉 arxiv.org/abs/2503.17546

BIRS Recap: Machine learning for model parameterization mathematical-oncology.org

Machine learning for model parameterization:
mathematical-oncology.org/blog/machine...

@hamiscalculated.bsky.social @jmetzcar.bsky.social @stolzbernadette.bsky.social
#MathOnco #MachineLearning

Banff international research station in front of mountains at sun rise.

Letters „JMM“ formed from balloons located at the entry to the joint mathematics meetings 2025.

Had a great week at the interface of mathematical oncology and machine learning starting with a BIRS workshop on mechanistic learning followed by an AMS special session on emerging geometric and topological methods at the
@jointmath.bsky.social in Seattle.

Thanks for the great responses regarding the foundation of #AI-LIFE last week! We now invite PIs from academia & industry to join #AI-LIFE as new members. Please follow the application procedure described below #ArtificialIntelligence #LifeSciences ai-life.cc 1/4

A poster giving an overview of MuSpAn.

We’re thrilled to introduce MuSpAn!
For researchers in biological imaging, MuSpAn provides tools for Multiscale Spatial Analysis with advanced mathematical methods.

🌟 For more information: www.muspan.co.uk
📝 Preprint: doi.org/10.1101/2024...

We hope you find it as useful as we do! (Poster below)

Today, we are excited to announce #AI-LIFE, a new network at the interface of #ArtificialIntelligence and the #LifeSciences. The mission of #AI-LIFE is to foster research, training and international collaborations in these domains. Visit: ai-life.cc for details.

Check out the SMB Research Highlight that the authors of this article wrote, providing a brief explanation of the paper with an illustrative figure.

smb.org/news/13420803
@stolzbernadette.bsky.social @joshuabull.bsky.social

Here is a #BulletinMathBio paper by @stolzbernadette.bsky.social, Jagdeep Dhesi, @joshuabull.bsky.social, Heather Harrington, Helen Byrne, & Iris Yoon that uses topological data analysis to explore agent-based models of a tumor microenvironment.

bsky.app/profile/smbm...