When developing generative AI, the "processes are not deterministic, so they have some stochasticity," says the London-based assistant professor, meaning that there can be a randomness to the outcome.

Seasonality and environmental stochasticity add complexity to this basic rule. Coastal upwelling is one of several mechanisms involved in the supply of larvae to coasts (SHANKS, 1995). A better ...

This important work presents a stochastic branching process model of tumour-immune coevolution, incorporating stochastic antigenic mutation accumulation and escape within the cancer cell population.

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