When 62 Days of Compute Becomes 3: Diffusion Models as Fast Surrogates for Agent-Based Biological Simulations
•14 min read
#diffusion models#agent-based modeling#computational biology#cellular potts#surrogates#machine learning
How generative diffusion models can serve as fast surrogates for expensive biological simulations, achieving 22x speedup while preserving the stochastic diversity that makes these models scientifically useful.