jet-engine

Gas models, combustion and gas turbine solver.

This project uses Transformer-based RNN model to predict the remaining useful life (RUL) of turbo fan jet engines using NASA's C-MAPSS simulated sensor data.

Course notes for ME 3276 Propulsion taught at UConn

Open-source Physics-informed Turbojet Digital Twin Platform for Engine Health Monitoring, Prognostics, Explainable AI, and Interactive 3D Visualization.

ImportWP Jet Engine Importer allows you to import into Custom Post Types, Taxonomies and Custom Fields generated with Jet Engine WordPress plugin.

• Predicted Remaining Useful Life (RUL) for turbofan jet engines using a Random Forest Classifier Model. • Performed Exploratory Data Analysis on NASA’s Dataset and analyzed feature correlation using Seaborn. • Applied hyperparameter optimization using Randomized Search CV and increased F1-Score to an overall 91.2%.

Predicting Jet Engine Failures with NASA’s C-MAPSS Dataset and LSTM: A Practical Guide to Predictive Maintenance

Jet Engine Health Monitoring System using ML for Predictive Maintenance — a university group project.

Conceptual design and preliminary thermodynamic analysis of a two-spool high-bypass turbofan engine developed using Autodesk Fusion 360 and GNU Octave.

Industrial CFD and thermal engineering portfolio featuring a vortex-controlled diffuser study for a jet-engine burner, CFD verification, turbulence modelling, parametric analysis, and Python-based engineering automation.

Interactive encyclopedia of Airbus families — 3D models, blueprints, engine explorers, systems, live flight tracker, real CFD wind tunnel, and sideloadable projector apps. 6 families, 18 variants.

Interactive 3D WebGL aero engine visualizer featuring NACA airfoil blades, dual-spool (N1/N2) kinematics, station cutaways, flow particles, and real-time telemetry. Built with Three.js.

Summary of work from the DoE's USTR Gas Turbine Industrial Fellowship Program @swri

An interactive, cinematic infographic of the Rolls-Royce Trent XWB-97 turbofan — built with Three.js, GSAP, and a single embeddable Web Component.

Complete Aircraft Turbofan Jet Engine designed in SolidWorks 2025 including fan assembly, shaft, casing, and final assembly.

End-to-end aircraft engine predictive maintenance pipeline using NASA CMAPSS data, RabbitMQ, PostgreSQL, Flask, and a Vercel-ready Next.js showcase.

HackAI 2026 | Unsupervised LSTM Autoencoders for Jet Engine Fault Detection