Hangjie Ji

A neural ordinary differential equation model for visualizing deep neural network behaviors in multi-parametric MRI-based glioma segmentation

Yang, Z., Hu, Z., Ji, H., Lafata, K., Vaios, E., Floyd, S., … Wang, C. (2023, March 2). MEDICAL PHYSICS, Vol. 3.

Prediction of pore-scale flow in heterogeneous porous media from periodic structures using deep learning

AIP Advances, 13(4).

On travelling wave solutions of a model of a liquid film flowing down a fibre

European Journal of Applied Mathematics, 33(5), 864–893.

Post-Radiotherapy PET Image Outcome Prediction by Deep Learning Under Biological Model Guidance: A Feasibility Study of Oropharyngeal Cancer Application

FRONTIERS IN ONCOLOGY, 12.

Capillary-Driven Rise of Well-Wetting Liquid on the Outer Surface of Cylindrical Nozzles

Langmuir, 37(35), 10413–10423.

Experimental study of a string-based counterflow wet electrostatic precipitator for collection of fine and ultrafine particles

Journal of the Air & Waste Management Association, 71(7), 851–865.

Heavy ball neural ordinarydifferential equations

In M. Ranzato, A. Beygelzimer, Y. Dauphin, P. S. Liang, & J. W. Vaughan (Eds.), Advances in Neural Information Processing Systems (Vol. 34, pp. 18646–18659). Curran Associates Inc.

Stable and accurate numerical methods for generalized Kirchhoff–Love plates

Journal of Engineering Mathematics, 130(1).

Thermally-driven coalescence in thin liquid film flowing down a fibre

Journal of Fluid Mechanics, 916.

Modelling film flows down a fibre influenced by nozzle geometry

Journal of Fluid Mechanics, 901.

Steady states and dynamics of a thin-film-type equation with non-conserved mass

European Journal of Applied Mathematics, 11, 1–34.

Theory for undercompressive shocks in tears of wine

Physical Review Fluids, 5(3).

Dynamics of thin liquid films on vertical cylindrical fibres

Journal of Fluid Mechanics, 865, 303–327.

Numerical methods for thermally stressed shallow shell equations

Journal of Computational and Applied Mathematics, 362, 626–652.

Water vapor capturing using an array of traveling liquid beads for desalination and water treatment

Science Advances, 5(4).

A nodal finite element approximation of a phase field model for shape and topology optimization

Applied Mathematics and Computation, 339, 675–684.

A vicinal surface model for epitaxial growth with logarithmic free energy

Discrete and Continuous Dynamical Systems - Series B, 23(10), 4433–4453.

Instability and dynamics of volatile thin films

Physical Review Fluids, 3(2).

Video: Dynamics of thin films down vertical fibers

71th Annual Meeting of the APS Division of Fluid Dynamics - Gallery of Fluid Motion.

Finite-time thin film rupture driven by modified evaporative loss

Physica D: Nonlinear Phenomena, 342, 1–15.

Global existence of solutions to a tear film model with locally elevated evaporation rates

Physica D: Nonlinear Phenomena, 350, 13–25.

Thin films with non-conservative effects

(PhD Dissertation). Duke University.