Rodrigo SilvainTowards Data ScienceQuantum Mechanics Meets PCA: An (Un)expected ConvergenceHow quantum states and PCA components connect8 min read·May 22, 2024--4--4
Rodrigo SilvainTowards Data ScienceSolving Differential Equations With Neural NetworksHow Neural Networks are strong tools for solving differential equations without the use of training data8 min read·Feb 6, 2024--12--12
Rodrigo SilvainTowards Data ScienceNewton’s Laws of Motion: The Original Gradient DescentExploring the shared language of gradient descent and Newton's motion equations7 min read·Dec 27, 2023----
Rodrigo SilvainTowards Data ScienceWhat Is Partial Information Decomposition and How Features InteractHow information about a target variable is distributed across its multiple features10 min read·Dec 8, 2023----
Rodrigo SilvainTowards Data ScienceExploring Feature Extraction with CNNsUsing a Convolutional Neural Network to check specialization in feature extraction8 min read·Nov 25, 2023--1--1