GitHub

Gaussian-Process Hilbert Transform (GP-HT)

This repository contains an implementation of the source code used for the paper entitled "The Gaussian Process Hilbert Transform (GP-HT): Testing the Consistency of ...
GitHub

GP-DRT: Gaussian Process Distribution of Relaxation Times

This repository contains some of the source code used for the paper entitled "The Gaussian Process Distribution of Relaxation Times: A Machine Learning Tool for the ...
PNAS

AI-driven design of multiprincipal element alloys for optimal water splitting

Contributed by William A. Goddard III; received February 25, 2025; accepted June 2, 2025; reviewed by Rutger A. van Santen and Dierk Raabe In this work, we develop a machine learning framework by ...
IEEE

Melanie N. Zeilinger

Model Predictive Control,Nonlinear Systems,Constraint Satisfaction,Optimization Problem,Model Predictive Control Strategy,Estimation Error,Input Constraints,Morphine ...
PNAS

Comparative performance of viral landscape phylogeography approaches

Thanks to their rapid evolution, viral genomes can be analyzed and compared to estimate the dispersal history of the virus responsible for an epidemic, a task known as phylogeographic inference. In ...
Frontiers

Choosing informative priors in Bayesian regression models: a simulation study and tutorial using Stan and R

This tutorial will not only outline strategies for eliciting and specifying priors based on existing knowledge but will also demonstrate how these choices affect the results obtained from Bayesian ...
www.cs.cmu.edu

Machine Learning

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