Scientific Memo

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

by Mehmet Süzen
See also: Memo's Island Blog
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Tuesday, 3 June 2025

Compressive algorithmic randomness:
Gibbs-randomness proposition for massively energy efficient deep learning

Figure: Dual Tomographic Compression Performance, Süzen, 2025. Preamble Randomness is elusive and its probably one of the outstanding concep...

Tuesday, 22 April 2025

Ultimate physical limit of data storage:
Connecting Bekenstein Bound to Landauer Principle

Preamble Bekenstein's Information (Wikipedia) Black holes are not too esoteric anymore after LIGO's success and successful imaging...

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...

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Mehmet Suzen

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