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 ...

Genes aren't just transferred from parents to their offspring. Nature has found other ways to pass on genetic information, even between different species. And a new study, published in the journal ...

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/ ...

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