no code implementations • 20 Aug 2022 • Zhuowen Zhao, Tanny Chavez, Elizabeth A. Holman, Guanhua Hao, Adam Green, Harinarayan Krishnan, Dylan McReynolds, Ronald Pandolfi, Eric J. Roberts, Petrus H. Zwart, Howard Yanxon, Nicholas Schwarz, Subramanian Sankaranarayanan, Sergei V. Kalinin, Apurva Mehta, Stuart Campbell, Alexander Hexemer
Machine learning (ML) algorithms are showing a growing trend in helping the scientific communities across different disciplines and institutions to address large and diverse data problems.
no code implementations • 18 May 2022 • Marcus M. Noack, Harinarayan Krishnan, Mark D. Risser, Kristofer G. Reyes
A Gaussian Process (GP) is a prominent mathematical framework for stochastic function approximation in science and engineering applications.