Georgy Scholten
@georgysch.bsky.social
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georgysch.bsky.social
New preprint: We study Lotka-Volterra ecological dynamics through computational algebraic geometry. By encoding feasibility & stability on the real Grassmannian, we prove certain ecological networks are mathematically impossible 🧮🌿 arxiv.org/abs/2509.00165
georgysch.bsky.social
Doing so, we answer questions first introduced in doi.org/10.1016/j.ce... through a systematic exploration of sign patterns in the associated oriented matroids. The Maple implemtation of this algorithm is available at git.mpi-cbg.de/scholten/fea...
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georgysch.bsky.social
We prove certain 4-species ecological networks cannot achieve stable coexistence, no matter the parameters. The proof uses combinatorial insights from oriented matroid theory to study feasibility/stability constraints algorithmically 🔍
georgysch.bsky.social
How do you know if species can coexist? The feasible-stable equilibria of Lotka-Volterra systems form semialgebraic sets in parameter space. We recast this using Plücker coordinates & the Grassmannian - opening new computational approaches to ecological networks.
georgysch.bsky.social
New preprint: We study Lotka-Volterra ecological dynamics through computational algebraic geometry. By encoding feasibility & stability on the real Grassmannian, we prove certain ecological networks are mathematically impossible 🧮🌿 arxiv.org/abs/2509.00165
georgysch.bsky.social
🔍 New algorithm finds ALL local minimizers of functions on tensorized domains using only noisy function evaluations!

Combines approximation theory + computer algebra.

Implemented in Julia package GlobTim

#optimization #mathematics #Julia #computeralgebra
georgysch.bsky.social
New pre-print: Probabilistic algorithm for computing all local minimizers of Morse functions on a compact domain - Archive ouverte HAL

📄 Preprint: hal.science/hal-05160251v1

💻 Julia: github.com/gescholt/Glo...

#Optimization #JuliaLang #ScientificComputing #ComputerAlgebra
Reposted by Georgy Scholten
cnrs.fr
CNRS @cnrs.fr · Mar 3
#Communiqué 🗞️ Une équipe de recherche internationale vient de détecter grâce au rover de la NASA Perseverance, des roches qui témoignent d’anciennes circulations d’eau sur Mars. 💧 🚀

👉 www.cnrs.fr/fr/presse/du...
Reposted by Georgy Scholten
math-mpicbg.bsky.social
Türkü Özlem Çelik, one of our wonderful new mathematics RGLs here at CSBD
Reposted by Georgy Scholten
mpi-cbg.de
The numerical nonlinear algebra workshop, organized by @math-mpicbg.bsky.social, took place at the @mpicbg.bsky.social from February 3-6, 2025. It featured biology, chemistry, and physics with a focus on nonlinear modeling problems and techniques. News article: www.csbdresden.de/news-events/...
Reposted by Georgy Scholten
math-mpicbg.bsky.social
Jiayi Li, a new postdoc here at CSBD
Reposted by Georgy Scholten
math-mpicbg.bsky.social
Aida Maraj, a new mathematics group leader here @mpicbg.bsky.social and CSBD
Reposted by Georgy Scholten
math-mpicbg.bsky.social
Georgy showing us how he uses polynomial approximations for global optimisation over a compact domain @georgysch.bsky.social