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Blog by Tobias Steinbrecher

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Using Transformers on Bundestag Open Data

Recently, I found out about Bundestag Open Data - basically all the bureaucracy of Bundestag is digitalized and for the more recent legislative periods actually very nicely formatted and well-documented. On the website they say this data is open for usage by interested users. With Bundestag elections approaching, why not analyze this masterpiece of governmental transparency. First of all, the…

Algebraic solution of the Quantum Harmonic Oscillator

The Quantum Harmonic Oscillator (QHO) was a key topic in a course on Quantum Physics I took. We solved it using the algebraic approach, which involves the factorization of the Hamiltonian using ladder operators. While this method is elegant, the derivation of the ladder operators in the lecture felt somewhat arbitrary to me, and I struggled to grasp the deeper motivation behind choosing this…

Attractors, the logistic map and Lyapunov-Exponents

I stumbled across Dynamical systems in the context of chaos theory and stability. Examples of such systems include the Van der Pol oscillator and the Lorenz attractor. However, even simpler structures like the logistic map seem to offer quite interesting behavior. This article also briefly touches upon the concept of Lyapunov exponents, which measure the sensitivity to initial conditions and…

notes

TA for Discrete Mathematics 2024 discmath.ch. exercise session docs: polybox.

about

My name is Tobias Steinbrecher and I’m a computer science student at ETH Zürich. Current areas of particular interest: reinforcement learning post-training of LLMs (RLHF, RLVR) AI for formal mathematics and science linkedin e-mail: me[at]tobiassteinbrecher.com This website definitely needs more color.