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G-ADOPT is currently underpinned by three state-of-the-art software libraries: | ||
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1. [Firedrake](https://www.firedrakeproject.org/): an automated system | ||
1. [Firedrake](https://www.firedrakeproject.org/), an automated system | ||
for solving partial differential equations using the finite element | ||
method. | ||
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2. [dolfin-adjoint](https://github.com/dolfin-adjoint/pyadjoint): | ||
which automatically derives the corresponding representation of discrete | ||
adjoint equations in a form compatible with Firedrake. | ||
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3. [Rapid Optimisation Library | ||
(ROL)](https://trilinos.github.io/rol.html): a highly-efficient package for large-scale | ||
optimization. | ||
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When combined, they provide a geoscientific modelling framework that is highly efficient, with forward and adjoint calculations that achieve theoretical computational efficiency. | ||
method; | ||
2. [dolfin-adjoint](https://github.com/dolfin-adjoint/pyadjoint), an algorithmic | ||
differentiation framework that automatically derives the corresponding representation | ||
of discrete adjoint equations in a form compatible with Firedrake; | ||
3. [Rapid Optimisation Library(ROL)](https://trilinos.github.io/rol.html), a highly | ||
efficient package enabling advanced, large-scale optimization. | ||
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Together, they constitute a high-performance geoscientific modelling framework with | ||
forward and adjoint calculations that achieve theoretical computational efficiency. |
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