topology-sampling

TopoBrick is a training-free framework for zero-shot building IoT forecasting that uses building knowledge graphs and an agentic topology sampler to select target-specific exogenous variables. It outperforms strong zero-shot foundation-model baselines and remains competitive with fully trained building-specific models.