Research

Aircraft design, systems thinking and digital twins

Digital twins of engines and aircraft in the design process, parametric engine models, data-driven thermal performance and design complexity.

Wind-tunnel model of the X-59 forebody at NASA Langley — Wind-tunnel model of the X-59 forebody at NASA Langley. Photo: LRC · public domain · NASA Image and Video Library

Publications · 8

2026Comprehensive analysis of turboprop engine performance across various flight conditions with exhaust gas temperature fluctuations using digital twin technologyJournal of Thermal Analysis and Calorimetry

2026Design and Integration of a Suitable Gas Turbine Engine During the Aircraft Design Phase Using Digital Twin TechnologyNATO Science for Peace and Security Series C: Environmental Security

2026Systems thinking and aircraft design: managing complexityThe Aeronautical Journal

20251D convolutional neural networks application on aircraft engine thermal performance parametersOAJournal of Thermal Analysis and Calorimetry

2025Digital Twin Applications in Aircraft Design ProcessLecture Notes in Networks and Systems

2025Digital Twin in Aircraft DesignLecture Notes in Networks and Systems

2025VTOL Craft Controller Design and Simulation Using Digital TwinLecture Notes in Networks and Systems

2024Analysis of a turbofan engine using a parametric loopAircraft Engineering and Aerospace Technology

In progress · 2

—A digital twin knowledge representation framework for grounding generative aircraft design

—Effect of angle of attack variation on turboprop engine performance: a digital twin-based approachaccepted