CU Boulder News & Events

Exploring the Use of Vulnerability-Based Analyses with Classification and Regression Trees in Reclamation's Mid-Term Operational Projections

The Bureau of Reclamation (Reclamation) projects 2 – 5-year Colorado River Basin (CRB) system conditions for stakeholders using their Colorado River Mid – Term Modeling System (CRMMS). As inputs, this ...
IEEE

Multiple Linear and Polynomial Regression Models for the Design of Ultra-Wideband Antennas with Band-Notch Characteristics

Abstract: We have developed a supervised learning model using artificial intelligence to synthesize electromagnetic bandgap structure-loaded ultra-wideband antennas. The effectiveness of the proposed ...
IEEE

Using Polynomial Regression and Artificial Neural Networks for Reusable Analog IC Sizing

Abstract: In this paper, the use of machine learning techniques to repurpose already available Pareto optimal fronts of analog integrated circuit blocks for new contexts (loads, supply voltage, etc.) ...
GitHub

Bias-Variance Tradeoff Explorer (AKMproject)

This R package and interactive Shiny application provide a comprehensive toolkit for exploring the Bias-Variance Tradeoff through Monte Carlo simulations. It allows ...