Hernando Ombao
2 papers · Latest:
Computational Neuroscience
Causality as a Minimum Energy Principle
This paper introduces a variational causal framework that models causality as energy flow, effectively capturing cyclic and higher-order dynamics in complex networks.
2604.17151
Forecasting Multivariate Time Series under Predictive Heterogeneity: A Validation-Driven Clustering Framework
This paper proposes a validation-driven clustering framework for adaptive pooling in multivariate time series forecasting under predictive heterogeneity.
2604.13748
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