← Back to Research Radar
Scientific Literature Scientific Literature

Project Loch Ness: Analyzing the Feasibility of Magnetohydrodynamic Propulsion; Ukrainian Naval Drones: A Case Study in Rapid Network Stabilization

William McGee
May 8, 2026
Published Date

Research Abstract & Technology Focus

Socio-technical Synthesis: From Magnetohydrodynamics to Autonomous Warfare Both my technical thesis and my STS research are centered on naval engineering and how it is rapidly evolving in the context of autonomy and artificial intelligence. Naval engineering encompasses the design and construction of both surface and subsurface vessels for defense applications. It integrates multiple disciplines, including hydrodynamics, mechanical design of control surfaces, and computer engineering for guidance, navigation, and control systems. My technical project explored the feasibility of magnetohydrodynamic (MHD) propulsion combined with rapid prototyping through additive manufacturing. In parallel, my STS research examined how autonomy, AI, and the blurring of civilian and defense industry boundaries are reshaping procurement processes and strategic decision-making in naval warfare. My technical work focused on designing and manufacturing a propulsion system with no moving parts using magnetohydrodynamics. MHD relies on the interaction between electric and magnetic fields to generate a Lorentz force which, when applied to a conductive fluid, produces thrust. This approach has potential applications in stealth systems, particularly for autonomous underwater vehicles (AUVs), due to its low acoustic signature. The original objective was to develop a full-scale prototype for open-water testing; however, manufacturing delays made this infeasible within the project timeline. Despite this limitation, the project produced valuable insights and design lessons that can be extended by future capstone teams. My STS research also engages with naval engineering, but from a sociotechnical perspective focused on contemporary defense operations in Ukraine. Using a network-based analytical framework, I examined how relationships between state actors, private industry, and civilian supply chains enabled rapid innovation in unmanned naval systems. I argue that the Ukrainian Defense Ministry successfully leveraged civilian production networks to develop and deploy unmanned surface vessels, allowing for faster adaptation and iteration than traditional military procurement systems. In contrast, the more rigid and centralized procurement structures of the Russian naval contingent limited responsiveness and innovation. This analysis highlights the importance of flexible, integrated networks in modern defense engineering and underscores the need for engineers to understand the broader systems in which their technologies operate. Completing both projects simultaneously strengthened my ability to connect technical design with broader societal and organizational contexts. While my technical work emphasized engineering feasibility and system performance, my STS research pushed me to consider how technologies are developed, adopted, and used in practice. This experience reinforced the idea that engineering solutions do not exist in isolation; they must align with real-world needs, constraints, and institutions. Moving forward, I will apply this perspective by approaching technical problems with a greater awareness of the social, political, and economic systems that shape the final engineering outcomes.
Read Full Literature

Correlated Market Trend: Aerospace Engineering

Bridging academia to market: The 60-day public search velocity mapping directly to the core technology of this paper. Dashed line represents 7-day moving average.

AI Semantic Synergy Context

Connecting this academic literature to real-world market discussions and products.

roipad.com › trend story
0%

Drone swarms: The potential AI future of drone warfare

The architect of Ukraine's drone program Oleksandr Kamyshin told Holly Williams drone swarm technology that uses AI would provide a major advantage in the war with Russia, and there is an arms race...

openalex.org › research concept
0%

AI-Driven Tethered Drone Surveillance for Maritime Security in Ports and Coastal Areas

Effective port and coastal surveillance require persistent monitoring, flexible deployment, and reliable target detection in dynamic maritime environments. This paper presents a system- and deploym...

github.com › AI insight
0%

Not sure how to comment about this use.

This discussion explores a potential positive re-application of the rocket system as a maritime rescue device, capable of deploying flotation or lines to 'rescuees' in challenging conditions. The c...

openalex.org › research concept
0%

Mechs

You can treat this as buildable with today’s tech, but you’re in “prototype MBT + experimental railgun + biped robot” cost territory for a single unit. Below is an order‑of‑magnitude cost breakdown...

openalex.org › research concept
0%

Autonomous Systems for Industrial and Marine Infrastructure Inspection and Protection

This Thesis focuses on the strategic engineering and application of AI-driven modeling and simulation of autonomous systems for the inspection and protection of critical marine and industrial infra...

Frequently Asked Questions (FAQ)

Curated market intelligence mapped to this research.

What is the core focus of the research titled 'Project Loch Ness: Analyzing the Feasibility of Magnetohydrodynamic Propulsion; Ukrainian Naval Drones: A Case Study in Rapid Network Stabilization'?

This literature focuses on: Socio-technical Synthesis: From Magnetohydrodynamics to Autonomous Warfare Both my technical thesis and my STS research are centered on naval engineering and how it is rapidly evolving in the context of autonomy and artificial intelligence. Naval ...

Are there commercial applications of 'Project Loch Ness: Analyzing the Feasibility of Magnetohydrodynamic Propulsion; Ukrainian Naval Drones: A Case Study in Rapid Network Stabilization' in market news publications?

Yes, highly correlated activity was mapped. An entry titled 'Drone swarms: The potential AI future of drone warfare' discusses this: The architect of Ukraine's drone program Oleksandr Kamyshin told Holly Williams drone swarm technology that uses AI would provide a major advantage...

What other academic literature is closely related to 'Project Loch Ness: Analyzing the Feasibility of Magnetohydrodynamic Propulsion; Ukrainian Naval Drones: A Case Study in Rapid Network Stabilization'?

Yes, highly correlated activity was mapped. An entry titled 'AI-Driven Tethered Drone Surveillance for Maritime Security in Ports and Coastal Areas' discusses this: Effective port and coastal surveillance require persistent monitoring, flexible deployment, and reliable target detection in dynamic maritime envir...

Are there commercial applications of 'Project Loch Ness: Analyzing the Feasibility of Magnetohydrodynamic Propulsion; Ukrainian Naval Drones: A Case Study in Rapid Network Stabilization' in GitHub?

Yes, highly correlated activity was mapped. An entry titled 'Not sure how to comment about this use.' discusses this: This discussion explores a potential positive re-application of the rocket system as a maritime rescue device, capable of deploying flotation or li...

Cite this Market Intelligence Report

Reference our AI-mapped synergy between this research and the commercial market to instantly build authority.