Abstract: Highlights•A parallel function evaluation method was developed to accelerate numerical solution for large-scale EO models.•The implementation of the method utilizes both modern multi-core processor and GPU technology.•Guidelines are given for selecting applicable platforms based on the model characteristics.
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