MS Mechanical Engineering · University of Toledo

Abhishek
Subedi

I design and build the instruments that measure supersonic flow, then turn what they see into numbers.

Focus
Experimental fluids · Thermal systems · CAD
Location
Toledo, OH · Open to relocation
Available
December 2026
Schlieren photograph of an underexpanded supersonic jet leaving the nozzle, showing a vertical chain of four shock diamonds.
Shock diamonds in an underexpanded supersonic jet · Schlieren

Research

MS thesis · Fluids and Imaging Innovation Lab · University of Toledo · 2025 to 2026

Schlieren image of a single bead leaving the nozzle with its own bow shock, just upstream of the first shock cell of a supersonic jet
A bead carries its own bow shock into the first shock cell

Coefficient of drag in particle-laden supersonic flow

Advisor: Dr. Omid Amili · Fluids and Imaging Innovation Lab

How hard does a supersonic jet push on a solid particle? I'm measuring that drag inside the shock cells of an underexpanded jet, on a jet rig my team and I built at the Fluids and Imaging Innovation Lab.

The problem

The drag coefficient of a solid particle in supersonic flow is not settled: the correlations in general use disagree by a factor of two at the conditions that matter for solid rocket propulsion, cold-spray deposition, and high-speed particulate transport, and nearly all the data behind them come from shock tubes and ballistic ranges. My thesis measures drag in the complementary configuration, the quasi-steady shock-cell field of an underexpanded supersonic jet.

Facility & imaging

My team and I at the Fluids and Imaging Innovation Lab designed and built the facility: a 5.08 mm converging nozzle fed through a conditioned settling chamber. I developed its LabVIEW data acquisition and control system for pressure and temperature instrumentation, valve sequencing, and safety interlocks. A Z-type schlieren system images the jet at 34,035 frames per second, resolving the shock train and the silhouettes of individual beads at the same time. The shock-cell spacing, measured from the images by autocorrelation, fixes the gas state (fully expanded Mach number 1.60, 447 m/s), and a Python particle-tracking pipeline turns each bead into a nozzle-referenced velocity and acceleration history.

Analysis ongoing

Because one track gives one equation for several unknown forces, I am separating the non-drag terms experimentally: regressing acceleration on 1/dp across particles of different size splits it into a drag group and a size-independent pressure-gradient group. The drag-coefficient analysis is ongoing, at particle Reynolds numbers of roughly 20,000 to 40,000, and will be compared against the Henderson, Loth et al., and Clift–Gauvin correlations.

Jet Mach number
1.60
Particle Reynolds no.
20k–40k
Imaging rate
34 kfps
Nozzle exit
5.08 mm

Talk at the 78th Annual Meeting of the APS Division of Fluid Dynamics (2025) on the development of open-loop supersonic jet rig facilities. Poster at the MEANES 2026 Ted Keith Distinguished Event Poster Session. The high-speed footage also became Riding the Shock Train, a short film prepared for the APS Gallery of Fluid Motion 2026.

Schlieren imaging Particle tracking (PTV) Supersonic flow Multiphase drag Python · MATLAB LabVIEW
Four schlieren frames 58.8 microseconds apart showing two tracked particles, circled in blue and orange, moving downstream through the shock-diamond train
Two tracked beads crossing the shock train · 58.8 µs per frame
Supersonic jet facility and Z-type schlieren optics on an optical table, with the high-speed camera on the right
Jet facility and Z-type schlieren bench · University of Toledo

About

I'm a Mechanical Engineering graduate student at the University of Toledo (M.S., December 2026), with a background that spans experimental fluid mechanics, thermal systems, CAD, and hands-on fabrication. My thesis measures the aerodynamic drag of particles in supersonic flow, on a supersonic jet rig my team and I built at the Fluids and Imaging Innovation Lab.

Before Toledo, I earned my B.E. in Mechanical Engineering from Kathmandu University (GPA 3.5/4.0), where I led Team Junkiri at the Shell Eco-Marathon Asia and co-authored a peer-reviewed paper on a hydrogen fuel cell powertrain retrofit. Those years taught me what it takes to get a design from a screen to a physical object under real constraints.

Portrait of Abhishek Subedi
Abhishek Subedi · Toledo, OH
4.0MS GPA
2Paper & talk
34kfps schlieren
CSWASolidWorks

Experience

Graduate Research & Teaching Assistant

University of Toledo · Toledo, OH

Jan 2025 to Present

Research

  • Designed and built the supersonic jet facility behind my thesis with my team at the Fluids and Imaging Innovation Lab, and operate it; developed its LabVIEW data acquisition and control system (pressure and temperature instrumentation, valve sequencing, safety interlocks) and its schlieren and PIV/PTV diagnostics, documented in specifications and test reports.
  • Built a Python particle-tracking pipeline for 34 kHz schlieren footage and an experimental force-separation method; drag-coefficient analysis at particle Reynolds numbers of roughly 20,000 to 40,000 is ongoing.

Teaching

  • Heat Transfer Laboratory: supervised conduction, convection, and heat exchanger experiments; reinforced theory and ensured safe equipment operation.
  • Fluid Mechanics Laboratory: guided students through experimental setups, data acquisition, and analysis.
  • Thermodynamics: assisted course instruction, held office hours, and supported grading.
Schlieren imaging PIV / PTV LabVIEW Supersonic flow Python

Associate Engineer

Mahavir Shree International Pvt. Ltd. · Kathmandu, Nepal

Apr 2024 to Aug 2024
  • Designed, relocated, and installed baggage handling and mechanical systems for the Domestic Terminal at Tribhuvan International Airport (TIA); coordinated vendors on component selection, cost, and lead times; prepared technical specifications and managed site execution.
  • Supervised scheduled maintenance of Rosenbauer Panther 6×6 fire vehicles at TIA, tracking non-conformances and ensuring OEM compliance.
Mechanical systems Vendor coordination Airport infrastructure

Engineering Intern

Sipradi Trading Pvt. Ltd. · Lalitpur, Nepal

Jan 2023 to Apr 2023
  • Supported service and maintenance of TATA vehicles; completed formal training on engine, transmission, and EV architecture.
Vehicle service EV architecture

CAD portfolio

SolidWorks · CSWA certified · every model built from scratch

V6 engine assembly

Full engine from air intake to exhaust

31 parts
V6 engine assembly, full view V6 engine assembly, detail V6 engine assembly, cross section V6 piston assembly V6 turbo housing
Loading
Model could not be loaded.
Drag to orbit

PTO gear box

20T/40T gear pair · SKF 6214-2 bearings

8 parts
PTO gear box assembly PTO gear box, exploded view PTO gear box, cross section
Loading
Model could not be loaded.
Drag to orbit

F1 car

Full body and wheels · colour rendered

2 parts
F1 car, isometric view F1 car, opposite isometric view F1 car, side view F1 car, front view F1 car, top view
Loading
Model could not be loaded.
Drag to orbit

F-16 Fighting Falcon

Full aircraft with armaments and landing gear

~40 parts
F-16, trimetric view F-16, side view F-16, front view F-16, top view F-16, rear trimetric view
Loading
Model could not be loaded.
Drag to orbit

Undergraduate projects

Kathmandu University · Department of Mechanical Engineering

Jul 2019

Automatic pipe cleaning crawler

Designed and fabricated a link-and-spring mechanism enabling adaptive radial contact for navigation within variable-diameter pipelines. Covered mechanism design, materials selection, dimensional calculations, and prototype assembly.

Fabrication Mechanism design SolidWorks
May 2022 Published ↗

Hydrogen fuel cell powertrain

Specified and modeled a hydrogen fuel cell powertrain integration for a Maruti 800 chassis: system-level layout, packaging, and safety analysis for the fuel cell, power electronics, and balance-of-plant components. Results published as a peer-reviewed paper in IOP Conference Series (2023).

Fuel cell Powertrain Green Hydrogen Lab
May 2023 Capstone

Battery thermal management (CFD)

Simulated air cooling, mineral oil immersion, and ethylene glycol cooling (30/50/60% concentrations) of a Li-ion battery module in Ansys Fluent (transient, SST k-ω), comparing cell surface temperature and heat extraction against an uncooled baseline. Modeled FTP-75 drive-cycle heat generation in Simulink and designed the module CAD in SolidWorks with a wraparound aluminium cooling channel for the 18650 cells.

Ansys Fluent CFD Simulink Thermal management

Skills

Experimental

Experimental flow facilitiesSchlieren imagingPIV / PTVSupersonic wind tunnelPressure & temperature instrumentationLabVIEW · DAQ & controlTest planning & validation

Simulation & software

Ansys Fluent (CFD · thermal)FEA (Ansys)SimulinkMATLABHeat transfer & fluids fundamentals

CAD & design

SolidWorks · CSWAAssembly modelingDrawing packagesPrototype developmentDFM awareness

Programming

PythonNumPy · Pandas · SciPyMatplotlibMATLABGit / GitHubML (basics)

Publication & talks

Conference paper

Y. Shrestha, A. Subedi, M. Sapkota, P. Paudel, N. K. Yadav, and B. S. Thapa, "Assessing the performance of a demonstrative hydrogen fuel cell power train in the chassis of an internal combustion engine vehicle," IOP Conference Series: Materials Science and Engineering, vol. 1279, no. 1, p. 012003, Mar. 2023.

10.1088/1757-899X/1279/1/012003
Conference talk · APS DFD 2025

A. Subedi, N. Narwekar, S. Thapa, and O. Amili, "Development of open-loop supersonic jet rig facilities," 78th Annual Meeting of the APS Division of Fluid Dynamics, 2025.

Awards & certifications

Certification

SolidWorks Associate

Certified SolidWorks Associate in Mechanical Design (CSWA)

Nov 2022 · Dassault Systèmes
Program

EV Technology Program

Capacity development program on EV technology: power electronics, charging systems, and grid integration

May 2023 · Kathmandu University
Course

Data Science with Python

Supervised and unsupervised ML, regression, classification, clustering, pipeline construction

Apr to Jul 2024 · Broadway Infosys

Leadership

Student leadership and community engagement at Kathmandu University

Vice President

Association of Mechanical Engineering Students

Kathmandu University, Dhulikhel, Nepal

May 2020 to Aug 2021

Served as Vice President of the departmental student association, supporting organizational activities, coordinating department events, and representing student interests within the Mechanical Engineering program.

Organizing Member

University Scholar Conference, 1st Edition

Kathmandu University, Dhulikhel, Nepal

2021

Contributed to organizing the inaugural University Scholar Conference at Kathmandu University, coordinating logistics and supporting the execution of the institution's first formal academic conference.

Get in touch

I'm graduating in December 2026 and open to opportunities in mechanical design, thermal and fluid systems, R&D, and EV or clean energy engineering. I'm based in Toledo, OH and open to relocation.

Whether you have a role in mind, want to discuss research, or just want to connect, I would love to hear from you.