Research

Machining and hybrid manufacturing, experimental mechanics, sensing and data-driven modeling, robotics, and funded programs — from finite element simulation to shop-floor collaboration.

Research Areas

Machining & surface integrity

Turning, milling, and superalloy processes; residual stress, microhardness, and surface integrity; analytical and finite element modeling validated with experiments.

Hybrid & additive manufacturing

Combining additive and subtractive routes, laser polishing and on-demand spare-part strategies, and modeling how process choices affect properties and supply risk.

Process modeling & simulation

Temperature, forces, and constitutive modeling for difficult-to-machine alloys; inverse identification of material parameters; optimization of parameters for residual stress and tool life.

Sensing & data-driven methods

Tool-condition monitoring with wavelets and sensor fusion, stochastic wear models, and inference under uncertainty for γ′-strengthened alloys.

Robotics & automation

Industrial robotics coursework and consulting context; linking automation strategy to manufacturing systems and experimental work.

Collaboration & industry

Joint projects with automotive and manufacturing partners (e.g. assembly, flow-drill fastening, energy use in final assembly) alongside academic publishing.

Programs & threads

TÜBİTAK 1001 — manufacturing research (Bahçeşehir University)

A multi-year 1001 project that structured much of the recent experimental and modeling work in machining and related mechatronics topics, with student participation and dissemination through journals and conferences.

Completed — April 2026

Prior US programs (Clemson ICAR era)

Large-scale supervision and industry-facing projects on machining metrology, assembly, and experimentation — bridging OEM needs with academic rigor.

2012–2015

Applied ML in digital health products (Relate)

Separate from the university lab: start-up leadership on TÜBİTAK-backed programs that applied machine learning and personalization to a self-therapy product, strengthening software and product practice.

2019–ongoing (product)