On this page you will find a listing of (selected) graduate course descriptions. Also see course listings for current semester. Office of the Registrar: Register for Classes Prerequisite: MTH 142 or ...

Characterization and classification of dynamical states of a system using persistent homology (PH) is proving to be rather fruitful in recent years. The marked success of the approach lies in mapping ...

Smooth muscle cell (SMC) proliferation and phenotypic transitioning drive the accumulation of a heterogeneous population of mesenchymal cells in advanced atherosclerosis, with additional contributions ...

TDA features contribute roughly 0.17 Sharpe and 27 percentage points of return. Regime routing is by far the largest contributor, as evidenced by the single TCN trained on all regimes collapsing to ...

TDAAD is a Python package for unsupervised anomaly detection in multivariate time series using Topological Data Analysis (TDA). Website and documentation: https://irt-systemx.github.io/tdaad/ ...