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A Guide to Tracking Phylogenies in Parallel and Distributed Agent-based Evolution Models
Computer simulations are an important tool for studying the mechanics of biological evolution.
Trackable Island-model Genetic Algorithms at Wafer Scale
Emerging ML/AI hardware accelerators, like the 850, 000 processor Cerebras Wafer-Scale Engine (WSE), hold great promise to scale up the capabilities of evolutionary computation.
Trackable Agent-based Evolution Models at Wafer Scale
Continuing improvements in computing hardware are poised to transform capabilities for in silico modeling of cross-scale phenomena underlying major open questions in evolutionary biology and artificial life, such as transitions in individuality, eco-evolutionary dynamics, and rare evolutionary events.
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