Digital Engineering-Driven Discovery Lab (DED2L)
Digital Engineering-Driven Discovery Lab (DED2L)
Welcome to the Digital Engineering-Driven Discovery Lab (DED2L). Our lab is dedicated to advancing U.S. leadership in aerospace, manufacturing, and energy through cutting-edge digital engineering. Within the digital engineering paradigm, we develop and validate high-fidelity digital twins (DTs) of aerospace and energy systems by integrating physics-based models (fluid flow, thermal, combustion, structural) with experimental data, AI/ML models, and other data-driven approaches—seamlessly connected within Product Lifecycle Management (PLM) frameworks. We focus on two primary research thrusts: Aerospace Propulsion and Clean & Sustainable Energy.
In Aerospace Propulsion, our research emphasizes the development of advanced solid propellants, digital twins of liquid rocket engines, solid rocket motors (SRMs) and Electrospray Thruster.
In Clean and Sustainable Energy, our efforts include blue and green hydrogen (H₂) production, H₂ propulsion, critical-mineral recovery, PFAS Incineration.
Our mission is to equip the next generation of engineers with comprehensive digital engineering expertise, preparing them to lead innovation across the U.S. aerospace and energy sectors.
Our group is comprised of dedicated students who are working to learn and shape the US Aerospace and Energy sectors.
Lab Director:
Md Amzad Hossain, PhD
Assistant Professor
School of Mechanical, Aerospace, and Materials Engineering
College of Engineering, Computing, Technology, and Mathematics
Southern Illinois University
1230 Lincoln Dr., Engineering Building, B Wing, Room B 110
Carbondale, Illinois 62901
mdamzad.hossain@siu.edu
P (office): 618-453-2332
SIU.EDU
Current Students:
Kaifeng Guan, MSc Student
Research Topic: Tilt-Wing Aircraft/UAV
Nicholas Owens, Undergraduate Student
Research Topic: Rocket Nozzle Design and Simulation
Hydrogen Production, Critical Minerals Recovery, High-pressure PFAS
Tilt-Wing Aircraft/UAV
Digital Twin of Rocket and Satellite Propulsion Systems
Advance Solid Propellant for SRM Applications
Digital Engineering/Digital Twin Development and Validation
Courses Taught at SIUC
ME 440- Design of HVAC and Building Energy Simulation
ME 592-Special Investigations in Engineering
1.0 Orozco, S., Zamora, C. L. R., Hossain, M. A., & Choudhuri, A. (2025). FEA-Based Thermo-Structural Modeling of Cryogenic Storage Tanks in Liquid Propulsion Systems. Aerospace, 12(6), 479.
2.0 Hernandez, I., Orozco, S., Hossain, M. A., & Choudhuri, A. (2025). Thermal Performance Analysis of LOX/LCH4 Engine Feed Systems Using CFD Modeling. Fluids, 10(3), 62.
3.0 Orozco Martinez, S., Hernandez, I., Hossain, M. A., & Choudhuri, A. (2025). Thermo-Structural Dynamics of the CROME Propulsion System: A Preliminary Study. In AIAA SCITECH 2025 Forum (p. 2340).
4.0 Hossain, M. A., Morse, A., Hernandez, I., Quintana, J., & Choudhuri, A. (2024). Liquid rocket engine performance characterization using computational modeling: Preliminary analysis and validation. Aerospace, 11(10), 824.
Digital Engineering-Driven Discovery Lab-Official Start Date 10/13/2025
Very First Two Students Join the Lab-10/13/2025
DE-D2L has a team that brings ideas together to advance the U.S. aerospace and energy sectors through digital engineering innovation.
We are hiring Ph.D., M.Sc., and undergraduate students, including volunteers. Contact Dr. Hossain if interested.
Digital Engineering Driven Discovery Lab