Hangjie Ji

Radiogenomic explainable AI with neural ordinary differential equation for identifying post-SRS brain metastasis radionecrosis

Zhao, J., Vaios, E., Yang, Z., Lu, K., Floyd, S., Yang, D., … Wang, C. (2025, January 29). MEDICAL PHYSICS, Vol. 1.

Analysis of a Radiotherapy Model for Brain Tumors

ArXiv. https://publons.com/wos-op/publon/72637650/

COARSENING OF THIN FILMS WITH WEAK CONDENSATION\ast

SIAM JOURNAL ON APPLIED MATHEMATICS, 84(2), 362–386.

Coarsening of thin films with weak condensation

ArXiv. https://publons.com/wos-op/publon/70210497/

Mean field control of droplet dynamics with high order finite element computations

ArXiv. https://publons.com/wos-op/publon/66941470/

Mean field control of droplet dynamics with high-order finite-element computations

JOURNAL OF FLUID MECHANICS, 999.

Modeling film flows down a rotating slippery cylinder

ArXiv. https://publons.com/wos-op/publon/72637648/

Modeling reactive film flows down a heated fiber

CHEMICAL ENGINEERING SCIENCE, 300.

Numerical Methods for Fourth-Order PDEs on Overlapping Grids with Application to Kirchhoff-Love Plates

JOURNAL OF SCIENTIFIC COMPUTING, 98(2).

ON WEAK SOLUTIONS OF A CONTROL-VOLUME MODEL FOR LIQUID FILMS FLOWING DOWN A FIBRE

Taranets, R. m., Ji, H., & Chugunova, M. (2024, February). DISCRETE AND CONTINUOUS DYNAMICAL SYSTEMS-SERIES B, Vol. 2.

On weak solutions of a control-volume model for liquid films flowing down a fibre

ArXiv. https://publons.com/wos-op/publon/56462197/

Thermocapillary weak viscoelastic film flows on a rotating substrate

Physica D: Nonlinear Phenomena.

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.

A positivity-preserving numerical method for a thin liquid film on a vertical cylindrical fiber

JOURNAL OF COMPUTATIONAL PHYSICS, 496.

A positivity-preserving numerical method for a thin liquid film on a vertical cylindrical fiber

ArXiv. https://publons.com/wos-op/publon/70794384/

An electro-hydrodynamics modeling of droplet actuation on solid surface by surfactant-mediated electro-dewetting

ArXiv. https://publons.com/wos-op/publon/63026909/

Coarsening of thin films with weak condensation

(ArXiv No. 2303.14728).

Mathematical model for filtration and drying in filter membranes

PHYSICAL REVIEW FLUIDS, 8(6).

Optimal boundary control of a model thin-film fiber coating model

PHYSICA D-NONLINEAR PHENOMENA, 457.

Prediction of 3D Velocity Field of Reticulated Foams Using Deep Learning for Transport Analysis

Ko, D. D., Ji, H., & Ju, Y. S. (2023, June 1). TRANSPORT IN POROUS MEDIA, Vol. 6.

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

AIP Advances, 13(4).

Thermocapillary thin film flows on a slippery substrate with odd viscosity effects

Physica D: Nonlinear Phenomena, 455, 133883.

Electrohydrodynamics modeling of droplet actuation on a solid surface by surfactant-mediated electrodewetting

Physical Review Fluids, 8(7), 073701.

On travelling waves of a control-volume model for liquid films flowing down a fibre

(ArXiv No. 2301.02720).

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 Ordinary Differential Equations

Advances in Neural Information Processing Systems (NeurIPS Proceedings). https://publons.com/wos-op/publon/61964690/

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.

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

European Journal of Applied Mathematics.

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

ArXiv. https://publons.com/wos-op/publon/61964675/

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.

A theory for undercompressive shocks in tears of wine

ArXiv. https://publons.com/wos-op/publon/27551888/

Modelling film flows down a fibre influenced by nozzle geometry

Journal of Fluid Mechanics, 901.

Stable and accurate numerical methods for generalized Kirchhoff-Love plates

ArXiv. https://publons.com/wos-op/publon/61229159/

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.

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

ArXiv. https://publons.com/wos-op/publon/58442804/

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

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

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.

A vicinal surface model for epitaxial growth with logarithmic free energy

ArXiv. https://publons.com/wos-op/publon/58442818/

Instability and dynamics of volatile thin films

Physical Review Fluids, 3(2).

Numerical methods for thermally stressed shallow shell equations

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

Video: Dynamics of thin films down vertical fibers

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

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

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

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

ArXiv. https://publons.com/wos-op/publon/59655934/

Instability and dynamics of volatile thin films

ArXiv. https://publons.com/wos-op/publon/58442807/

Numerical methods for thermally stressed shallow shell equations

ArXiv. https://publons.com/wos-op/publon/58300231/

Thin films with non-conservative effects

(PhD Dissertation). Duke University.

Finite-time thin film rupture driven by modified evaporative loss

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