Angan Mukherjee

New TDA and ML approach enhances high-dimensional process monitoring

Researchers have developed a novel approach for monitoring high-dimensional dynamic processes by integrating topological data analysis (TDA) with machine learning. This method represents time-series data as manifolds, u…