Article

Calibrating Geophysical Predictions under Constrained Probabilistic Distributions
PDF Cite DOI arXiv
AI Education in Higher Education: A Taxonomy for Curriculum Reform and the Mission of Knowledge
Artificial intelligence (AI) is reshaping higher education, yet current debates often feel tangled, mixing concerns about pedagogy, …
PDF Cite DOI arXiv
AI Education in Higher Education: A Taxonomy for Curriculum Reform and the Mission of Knowledge
AutoClimDS: Climate Data Science Agentic AI -- A Knowledge Graph is All You Need
Climate data science faces persistent barriers stemming from the fragmented nature of data sources, heterogeneous formats, and the …
PDF Cite Code Project DOI GitHub (TZstats-Columbia) arXiv
AutoClimDS: Climate Data Science Agentic AI -- A Knowledge Graph is All You Need
Bayesian Modeling for Aggregated Relational Data: A Unified Perspective
Aggregated relational data is widely collected to study social network theory. It has been used to address a variety of key problems in …
Cite DOI arXiv
Graph-Enabled Fast MCMC Sampling with an Unknown High-Dimensional Prior Distribution
PDF Cite DOI arXiv
Phase-Aligned Spectral Filtering for Decomposing Spatiotemporal Dynamics
Spatiotemporal dynamics is central to a wide range of applications from climatology, computer vision to neural sciences. From temporal …
Cite DOI arXiv