Memo's Island

The art of data science and scientific computing
by Mehmet Süzen
See also: Science Memo
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Tuesday, 22 April 2025

Numerical stability showcase: Ranking with SoftMax or Boltzmann factor

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

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

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).

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

Friday, 9 February 2024

Exact reproducibility of stochastic simulations for parallel and serial algorithms simultaneously
Random Stream Chunking

Preamble Figure: Visual description of random stream chunking, M.Suzen (2017) The advent of using computational sciences approaches, i....

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Mehmet Suzen

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