Reduced order modeling and dynamic optimization of multiscale PDE/kMC process systems

Efficient Global Optimization of Expensive Black-Box Functions

Donald R. Jones, Matthias Schonlau, William J. Welch · Journal of Global Optimization · 1998 · 7.8K citations

Natural Sciences, Computer Science, Algorithms +10

Turbulence and the dynamics of coherent structures. I. Coherent structures

Lawrence Sirovich · Quarterly of Applied Mathematics · 1987 · 6.1K citations · Full text

Natural Sciences, Mathematics, Physics +13

Computationally efficient implementation of combustion chemistry using<b>in situ</b>adaptive tabulation

Stephen B. Pope · Combustion Theory and Modelling · 1997 · 1.1K citations

Engineering, Chemical Engineering, Chemistry +17

A rigorous framework for optimization of expensive functions by surrogates

Andrew Booker, J. E. Dennis, Paul D. Frank et al. · Structural and Multidisciplinary Optimization · 1999 · 967 citations

Architecture, Computer Science, Design Optimization +12

Equation-Free, Coarse-Grained Multiscale Computation: Enabling Mocroscopic Simulators to Perform System-Level Analysis

C. W. Gear, James M. Hyman, Panagiotis G Kevrekidid et al. · Communications in Mathematical Sciences · 2003 · 798 citations · Full text

Natural Sciences, Physics, Computational Physics +15