Publications

Research articles and preprints in scientific machine learning, inverse problems, mathematical modeling, and nonlinear PDEs.

Preprints & Submitted

2026

Crime Hotspot Dynamics in Residential Burglary Models with Police Response

Baoli Hao , Kamrun Mily , Annalisa Quaini , Ming Zhong
Preprint, 2026 arXiv
2026

Global Finite-Energy Weak Solutions and Sharp Entropy Decay for a Poisson–Nernst–Planck System with Interspecies Drag and Steric Effects

Baoli Hao , Fanze Kong , Kei Fong Lam , Chun Liu
Preprint, 2026 arXiv
2026

Event-Structured Physics-Informed Neural Networks for Differentiable Critical Clearing Boundaries

Baoli Hao , Chenxi Hu , Ming Zhong , Ren Wang
Preprint, 2026 arXiv

Published & Accepted

2026

On a Phase Field Model for Binary Mixtures of Micropolar Fluids with Non-Matched Densities and Moving Contact Lines

Kin Shing Chan , Baoli Hao , Kei Fong Lam , Björn Stinner
Interfaces and Free Boundaries, published online first, 2026 arXiv DOI
2026

A Finite Element Framework for Simulating Residential Burglary in Realistic Urban Geometries

Baoli Hao , Kamrun Mily , Annalisa Quaini , Ming Zhong
Mathematical Models and Methods in Applied Sciences, 36(5):1019–1050, 2026 PDF DOI Code
2026

Stability in Training PINNs for Stiff PDEs: Why Initial Conditions Matter

Baoli Hao , Chun Liu , Ulisses Braga-Neto , Lifan Wang , Ming Zhong
Foundations of Data Science, 2026 PDF DOI Code
2023

Attractive and Repulsive Interactions in the One-Dimensional Swarmalator Model

Baoli Hao , Ming Zhong , Kevin O'Keeffe
Physical Review E, 108(6):064214, 2023 PDF DOI Code