
Topological Data Analysis: Finding Shape in Data
Persistent homology and the topology of point clouds
Topological data analysis uses algebraic topology to extract structural features from complex datasets. We explain...
Deep dives into mathematical beauty, research frontiers, and the equations shaping our world.
Showing 7–12 of 12 articles

Persistent homology and the topology of point clouds
Topological data analysis uses algebraic topology to extract structural features from complex datasets. We explain...

How ratios, frequencies, and transforms create harmony
From Pythagorean tuning to the Fast Fourier Transform, mathematics and music have been intertwined for millennia. We...

Random walks on Wall Street — literally
Monte Carlo simulation is the backbone of derivatives pricing. We explore the mathematics of random sampling, variance...

Why your online banking depends on abstract algebra
Elliptic curve cryptography provides the strongest security per bit of any known public-key system. We explore the...

How an algebraist revealed the deepest structure of physical law
Emmy Noether's theorem connects symmetries to conservation laws, uniting mathematics and physics in a profound way. We...

The Riemannian manifold of probability distributions
Information geometry equips the space of probability distributions with a Riemannian metric — the Fisher information....