Applied AI engineer & physicist — agents, ML, and quantum matterhttps://taogenna.github.io/https://taogenna.github.io/blog/atomic-environments-mlip/https://taogenna.github.io/blog/atomic-environments-mlip/A survey of how local atomic environments are represented in machine-learning interatomic potentials, from Behler-Parrinello symmetry functions to CACE.Sat, 12 Apr 2025 00:00:00 GMThttps://taogenna.github.io/blog/hartree-fock-method/https://taogenna.github.io/blog/hartree-fock-method/Self-consistent unrestricted Hartree-Fock for Majorana zero modes in a quantum-dot–superconducting-nanowire hybrid, the method behind my master's thesis.Tue, 28 Jan 2025 00:00:00 GMThttps://taogenna.github.io/blog/non-markovianity/https://taogenna.github.io/blog/non-markovianity/Characterizing non-Markovianity in open quantum systems via canonical decoherence rates and the trace-distance measure of information flow.Wed, 26 Jul 2023 00:00:00 GMThttps://taogenna.github.io/blog/ppca/https://taogenna.github.io/blog/ppca/Deriving probabilistic PCA as the maximum-likelihood solution of a linear-Gaussian latent-variable model, and how it reduces to classical PCA.Mon, 20 Oct 2025 00:00:00 GMT