Mindbazar

Structure precedes computation

Mathematics

The structures that make modern computation legible: vectors, spaces, transformations and probability.

Editorial scope

The questions
inside this field.

  • Linear algebra
  • Calculus
  • Probability
  • Geometry
Research notes / 03

Questions under
active examination.

Conceptual foundation

Can a spectrum reveal a geometry?

The Laplace-Beltrami spectrum, heat traces and the boundary between measurable frequencies and hidden geometric structure.

Open note
Research perspective

Attention as a learned geometry

A careful reading of scaled dot-product attention as a data-dependent operator on representation space, without turning analogy into ontology.

Open note
Conceptual foundation

From echoes to hidden structure

Inverse problems, regularization and identifiability: the mathematics connecting radar echoes, tomography and scientific inference.

Open note
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