Proactive decisions for Digital Twin
Advancing Temporal Multimodal Multivariate Learning (KDD22) for personalized decision-making by creating predictive digital twins.
NSF (No. 1910397, 2106989, 2200590), NASA JPL (No. 1625294, 1646362, 1659540), DOT Projects developed knowledge discovery and data mining to understand large-scale dynamics, extract multi-dimensional spatiotemporal correlations, predict behaviors, and make intelligent decisions in complex heterogeneous networks applied to active sensing (US Patent 10,743,198) and transfer learning (US Patent 11,046,247).