Scientific Research Publishing

K. Diethelm, N.J. Ford, A.D. Freed and YU. Luchko, Algorithms for the fractional calculus: A selection of numerical methods, Comput. Methods Appl. Mech. Engrg, vol. 194, pp ...

ABSTRACT: In this paper, we study a space-fractional anomalous diffusion in a variable area. The moving boundary is assumed moving with constant speed. The numerical scheme was present by changing the ...
Scientific Research Publishing

Soper, D.S. (2021) Greed Is Good: Rapid Hyperparameter Optimization and Model Selection Using Greedy K-Fold Cross Validation. Electronics, 10, Article No. 1973.

ABSTRACT: The accurate prediction of backbreak, a crucial parameter in mining operations, has a significant influence on safety and operational efficiency. The occurrence of this phenomenon is ...
C&EN

Integrating Machine Learning into Free Energy Perturbation Workflows

Creative Commons (CC): This is a Creative Commons license. Attribution (BY): Credit must be given to the creator. Free energy perturbation (FEP) methods are among the most accurate tools in ...
IEEE

Theory and Practice of Light-Weight Sequential SBL Algorithm: An Alternative to OMP

Abstract: We propose a low complexity forward selection algorithm for the sparse signal recovery (SSR) problem based on the sparse Bayesian learning (SBL) formulation. The proposed algorithm, called ...
insideHPC

Facebook and the Power of Big Data and Greedy Algorithms

The answer to this simple question is not that simple. The tools that have enabled Facebook to enjoy its position are its access to massive amounts of data and its machine learning algorithms. And it ...