Independently of the choice of a suitable computational platform, the separation of computational models and methods from software tools mentioned above is an important step towards reproducibility (through improved human understanding) and preservation of computer-aided research.
The gain of computational efficiency in repeated simulations comes from a separation of the simulation task into a computationally expensive "offline" phase and a computationally cheap "online" phase.
Although in classical Broadbentian modular frameworks, there is a separation of temporary storage from long-term memory, 1 school of contemporary computational models suggest that repeated buffering can lead to long-term statistical learning.
Within the framework of self-organised criticality a separation of timescales is thought to be crucial for the observation of power-law dynamics and computational models are often constructed with this property.
Many other computational models have also taken this approach [18, 25, 26], with a separation of timescales thought to be necessary for the observation of self-organised critical dynamics [23].
The modular implementation of REDCAT's algorithms, with separation of the computational engine from the graphical engine allows for flexible and easy command line interaction.
A large proportion of the proteins, or protein regions, shown to undergo phase separation are intrinsically disordered, which presents a variety of computational challenges, notably conformational sampling and physical accuracy.
"But children should have a degree of computational thinking.
"A lot of computational machinery goes into making those kinds of decisions," he said.
(The program is a sort of computational competition for a bitcoin reward that is generated roughly every ten minutes).
