Optimization of Large-Scale Agent-Based Simulations Through Automated Abstraction and Simplification

Agent-based simulations of social media platforms often need to be run for many repetitions at large scale. Often, researchers must compromise between available computational resources (memory, run-time), the scale of the simulation, and the quality of its predictions.