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math.NA2019★ 34 cited
Accelerating design optimization using reduced order models
Youngsoo Choi, Geoffrey Oxberry, Daniel White +1
Although design optimization has shown its great power of automatizing the whole design process and providing an optimal design, using sophisticated computational models, its proce…
math.NA2015★ 5 cited
Error bounds and analysis of proper orthogonal decomposition model reduction methods using snapshots from the solution and the time derivatives
Tanya Kostova, Geoffrey Oxberry, Kyle Chand +1
Proper orthogonal decomposition methods for model reduction utilize information about the solution at certain time and parameter points to generate a reduced space basis. In this p…