Publications

Full list on Google Scholar.

Healthcare analytics

1. Managing Shared Hospital Capacity for Medical Tourism: Patient Behavior and Hybrid Simulation

   Melika Baghi, Hadi Mosadegh

   Under review, Health Care Management Science · arXiv:2605.19139

   Paper Code DOI

2. Conditional Validity for Adaptive Modality Acquisition: When the Policy Chooses Its Own Calibration Group

   Melika Baghi

   Under review · arXiv:2608.15520

   Paper Code

Machine learning methods

1. Constrained Extreme Gradient Boosting for Parametric Proper Orthogonal Decomposition Subspace Prediction

   Melika Baghi, Xiao Liu, Kamran Paynabar

   Under review · arXiv:2605.04130

   Paper Code

2. A Product-Grassmann Tucker Surrogate for Parametric Field Prediction

   Melika Baghi, Xiao Liu, Kamran Paynabar

   Submitted to the Journal of Computational Physics · arXiv:2610.34559

   Paper

3. Pooling and Drift in Delayed Bandits

   Melika Baghi

   Under review · arXiv:2609.01761

   Paper Code

4. Supervised Active-Subspace Input Reduction and Risk-Controlled Field Uncertainty for Tensor-Valued Computer Experiments

   Melika Baghi, Xiao Liu, Kamran Paynabar

   Completed manuscript, ready for submission

5. Reference-Measure Conformal Prediction for Subspace-Valued Outputs

   Manuscript in preparation

6. Topological Conformal Risk Control: Distribution-Free Uncertainty for Persistent Features

   Manuscript in preparation