In Situ Adaptive Tabulation

In situ adaptive tabulation ... In situ adaptive tabulation (ISAT) is an algorithm for the approximation of nonlinear relationships. ISAT is based on multiple ...

In Situ Adaptive Tabulation (ISAT) - PRISM Group

In Situ Adaptive Tabulation (ISAT). ISAT is a nonlinear empirical modeling approach that adaptively builds models as new information is requested. ISAT has been ...

A Systematic Investigation of In Situ Adaptive Tabulation for ...

A systematic up-to-date investigation of different implementations of the in situ adaptive tabula- tion algorithm for chemistry calculations is performed ...

In Situ Adaptive Tabulation: Basic Concept and Example - YouTube

This video presents the basic idea behind using In Situ Adaptive Tabulation (ISAT), developed by Prof. Steve Pope. It explains the basic ...

In situ adaptive tabulation (ISAT) for combustion chemistry in a ...

The ISAT approach is based on an in situ tabulation of accessed region of composition space with the control of retrieval errors. It was ...

Coupling of in situ adaptive tabulation and dynamic adaptive chemistry

A new method termed tabulation of dynamic adaptive chemistry (TDAC) which combines the advantages of ISAT and DAC has been developed. The principle of TDAC is ...

In situ adaptive tabulation for the CFD simulation of heterogeneous ...

In situ adaptive tabulation for the CFD simulation of heterogeneous reactors based on operator-splitting algorithm · 1 Dudukovic MP. · 2 Maestri ...

In situ adaptive tabulation for real-time control - IEEE Xplore

Computational reduction is accomplished by using the method of in situ adaptive tabulation (ISAT) which was previously developed for computational reduction of ...

An improved algorithm for in situ adaptive tabulation - NASA/ADS

In situ adaptive tabulation (ISAT) is a proven storage/retrieval method which efficiently provides accurate approximations to high-dimensional functions ...

An improved algorithm for in situ adaptive tabulation

In situ adaptive tabulation (ISAT) is a proven storage/retrieval method which efficiently provides accurate approximations to ...

ANALYSIS OF IN SITU ADAPTIVE TABULATION PERFORMANCE ...

Abstract. An analysis of the in situ adaptive tabulation (ISAT) speedup factor is conducted to reveal the important parameters in determining performance. The ...

A parallel in situ adaptive tabulation of combustion chemistry using a ...

In situ adaptive tabulation (ISAT) can significantly accelerate combustion simulations. However, in parallel computing, every processor has to maintain its ...

Faster Dynamic Process Simulation using In Situ Adaptive Tabulation

In situ adaptive tabulation (ISAT) is applied to dynamic process simulators for reducing computational run-time.

A parallel in situ adaptive tabulation of combustion chemistry using a ...

A parallel in situ adaptive tabulation of combustion chemistry using a shared-memory architecture ... \textit{In situ} adaptive tabulation (ISAT) ...

A parallel in situ adaptive tabulation of combustion chemistry using a ...

Abstract. In situ adaptive tabulation (ISAT) can significantly accelerate combustion simulations. However, in parallel computing, every processor has to ...

In Situ Adaptive Tabulation | PDF | Applied Mathematics - Scribd

In situ adaptive tabulation (ISAT) is an algorithm that uses multiple linear regressions to approximate nonlinear relationships in data. It is adaptive as ...

The In Situ Adaptive Tabulation (ISAT) Algorithm for Reacting Flow ...

Abstract. The In Situ Adaptive Tabulation (ISAT) procedure, originally developed for the efficient computation of homogeneous reactions in chemically reacting ...

The performance of in situ adaptive tabulation in computations of ...

The in situ adaptive tabulation (ISAT) algorithm, introduced by Pope (1997)[Citation13], has been shown to speed up these chemistry calculations by up to a ...

In Situ Adaptive Tabulation - YouTube

SAT is a nonlinear empirical modeling approach that adaptively builds models as new information is requested.

An improved algorithm for in situ adaptive tabulation

In situ adaptive tabulation (ISAT) is a proven storage/retrieval method which efficiently provides accurate approximations to high-dimensional functions ...