2 papers
cs.LG2025
Physics-augmented Multi-task Gaussian Process for Modeling Spatiotemporal Dynamics
Xizhuo Zhang, Bing Yao
Recent advances in sensing and imaging technologies have enabled the collection of high-dimensional spatiotemporal data across complex geometric domains. However, effective modelin…
stat.ML2025
Geometry-aware Active Learning of Spatiotemporal Dynamic Systems
Xizhuo Zhang, Bing Yao
Rapid developments in advanced sensing and imaging have significantly enhanced information visibility, opening opportunities for predictive modeling of complex dynamic systems. How…