Scientific Memo

Scientific Scratch Pad of Memo:
Physics, Mathematics, Computer Science, Statistics, Chemistry

by Mehmet Süzen
See also: Memo's Island Blog

Friday, 26 April 2024

Basic understanding of a metric tensor:
Disassemble the concept of a distance over Riemannian Manifolds

Preamble Gaussian Curvature (Wikipedia) One of the core concepts in Physics is so called metric tensor . This object encodes any kind of g...

Friday, 10 November 2023

Mathematical Definition of Heuristic Causal Inference:
What differentiates DAGs and do-calculus?

Preamble David Hume (Wikipedia) Experimental design is not a new concept and randomised control trials (RCTs ) are our solid gold standard...

Saturday, 1 April 2023

Resolution of misconception of overfitting: Differentiating learning curves from Occam curves

Preamble Occam (Wikipedia) A misconception that overfitted model can be identified with the amount of generalisation gap between model...

Saturday, 25 February 2023

Loschimidt's Paradox and Causality:
Can we establish Pearlian expression for Boltzmann's H-theorem?

Boltzmann (Wikipedia) Post covers the papers: H-theorem do-conjecture, M. Süzen, arxiv:2310.01458 (2023) Preamble Probably the most imp...

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Mehmet Suzen

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