Talks

A Two-Fluid Sharp-Interface Cut-Cell Method for Heat and Mass Transfer

ICCFD13, 13th International Conference on Computational Fluid Dynamics, Milan, Italy

July 2026

Poster presentation on a two-fluid sharp-interface cut-cell method for heat and mass transfer.

AI Tools for Research - Feedback after 2 years

CNAM, Paris, France

June 2026

Solving Sharp-Interface Phase-Change Problems: Newton Is All You Need!

MSME Seminar, Université Gustave Eiffel, France

May 2026

AI Tools for Research - Feedback after 2 years

MSME Seminar, Université Gustave Eiffel, France

Avril 2026

Penguin.jl: a Julia code for cut-cell finite-volume PDEs discretization with sharp interfaces

Julia4PDEs, Vrije Universiteit, Amsterdam, Netherlands

March 2026

Sharp Interface Two-Fluid Modelling of Heat & Mass Transfer in Stefan Flows

ICMF 2025, 12th International Conference on Multiphase Flow, Toulouse, France

May 2025

Poster presentation on sharp-interface two-fluid modelling of heat and mass transfer in Stefan flows.

Numerical modeling of heat and mass transfers in Stefan-type flows using a sharp interface two-fluid formulation

ICMF 2025, 12th International Conference on Multiphase Flow, Toulouse, France

May 2025

A space-time cut-cell method for phase change: from stationary geometries to moving interfaces

MSME Seminar, Université Gustave Eiffel, France

Avril 2025

Solving Partial Differential Equations using artificial neural networks

MSME Seminar, Université Gustave Eiffel, France

February 2024

This talk explores the use of artificial neural networks for solving partial differential equations (PDEs) without traditional mesh-based discretization, by reformulating the problem as an optimization over network parameters. The Evolutional Deep Neural Network (EDNN) approach is demonstrated on Ginzburg–Landau and Taylor–Green benchmarks, with discussions on network architecture, loss landscapes, computational cost, and current limitations.