GitHub

The search-extract-summarize flow

Of course this flow is a very simplified version of the real AI search engines, but it is a good starting point to understand the basic concepts. One benefit is that we can manipulate the search ...
IEEE

Using a Symbolic Knowledge Graph to Address LLM Limitations in Analog Circuit Topology Generation

Abstract: Analog circuit topology synthesis has been shown to be hard arguably due to the difficulty to formulate it either as a regression or as an optimization problem, which are currently the two ...
IEEE

Physics-Preserving Evolutionary Operators for Symbolic Regression

Abstract: Symbolic regression via Genetic Programming (GP) has gained popularity for its ability to produce interpretable, closed-form expressions that fit empirical data. However, conventional GP ...
GitHub

Efficient tree-based nonlinear anchor regression and classification for Python.

article{londschien2025, title={Domain Generalization and Adaptation in Intensive Care with Anchor Regression}, author={Londschien, Malte, Burger, Manuel, R{\"a}tsch ...