A Sequential Kriging reliability analysis method with characteristics of adaptive sampling regions and parallelizability

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

An efficient k-means clustering algorithm: analysis and implementation

Tapas Kanungo, David M. Mount, Nathan S. Netanyahu et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2002 · 5.6K citations

Computing, Computer Science, Computational Geometry +10

Large Sample Properties of Simulations Using Latin Hypercube Sampling

Michael L. Stein · Technometrics · 1987 · 2K citations

Business, Computer Science, Actuators +16

AK-MCS: An active learning reliability method combining Kriging and Monte Carlo Simulation

Benjamin Echard, Nicolas Gayton, Maurice Lemaire · Structural Safety · 2011 · 1.9K citations

Computing, Computational Engineering, Machine Learning +13

Large Sample Properties of Simulations Using Latin Hypercube Sampling

Michael L. Stein · Technometrics · 1987 · 1.3K citations

Business, Computer Science, Actuators +16