Welcome!
I am Süleyman Cengizci, Ph.D. — Associate Professor at Antalya Bilim University, working on scientific computing, numerical analysis, and stabilized finite element methods for convection-dominated and multiscale problems.
My current research explores hybrid numerical–machine learning methodologies, integrating physics-informed neural networks (PINNs) with stabilized finite element solvers for challenging fluid dynamics and transport problems. I lead the SCaDA Lab (Scientific Computing and Data Analysis Lab).
News
– Upcoming talks
- Sep 2026 — Talk at ICAME’26 (International Conference on Applied Mathematics in Engineering), Cunda, Balıkesir, Turkey: PINNs meet stabilized finite element methods for time-dependent convection-dominated PDEs.
- Jul 2026 — Two talks at the 15th AIMS Conference, Athens, Greece: Hybrid PINN-FEM framework for tumor growth models with stabilisation (invited) & Bridging machine learning and stabilized FEM: a hybrid PINN-SUPG framework for 3D transport equations.
- Jun 2026 — Talk at the International Conference of Young Mathematicians, Institute of Mathematics of NAS of Ukraine (online): Enhancing Shock Resolution in the Sod Shock Tube Problem via the PASSC Framework (with B. Atlı, E. Göktekin, E. Özbey, Z. A. Özkan).
– Recent updates
- Apr 2026 — Launched the SCaDA Lab GitHub organization for student projects and documentation.
- Nov 2026 — Joining Uppsala University (Department of Materials Science and Engineering) as a postdoctoral research fellow, working on dendrite formation control in lithium-metal batteries.
Explore
- About me — full academic biography
- Research — projects, publications, and interests
- Teaching — courses and lecture notes
- CV — curriculum vitae
- SCaDA Lab — lab page & wiki for student projects
- Contact — get in touch