Memo's Island

The art of data science and scientific computing
by Mehmet Süzen
See also: Science Memo

Wednesday, 12 November 2025

Understanding high-entropy random number generation for research: Leymosun Package

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Preamble The idea of generating randomness via computers goes back to von Neumann's and his team of colleagues work in Princeton and Los...
Tuesday, 22 April 2025

Numerical stability showcase: Ranking with SoftMax or Boltzmann factor

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Preamble   Image: Babylonian table for computation (Wikipedia) Probably, one of the most important aspects of computational work in quantita...
Saturday, 28 September 2024

Matrix language conjecture for combinatorics:
Combinatorial set generation via nested cartesian products

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Rubik's cube (Wikipedia) Preamble   Counting is one of the most important concepts in probability and statistical mechanics as well. Two...
Saturday, 1 June 2024

A new kind of AutoML: On the fallacy of many-shot in-context learning with LLMs and PLMs

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Extension of this post, appear as a short article with a conjecture: Mehmet Süzen. In-context learning as a new kind of symbolic-AutoML: Lya...
Saturday, 24 February 2024

Inducing time-asymmetry on reversible classical statistical mechanics via Interventional Thermodynamic Ensembles (ITEs).

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Preamble   Probably, one of the most fundamental issue in classical statistical mechanics is extending reversible dynamics to many-particle ...
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Mehmet Suzen

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