On… — a running history of what Scott Greenwood has built, written, and published
A running history of what I've built, written, and published — nuclear simulation, graphics, Unreal Engine, and the occasional rabbit hole. About me.
Pinned projects

Realistic Sensors
Three tools around one capture contract — an Unreal Engine 5 plugin that records synchronized, nanosecond-timestamped multi-modal sensor data (RGB, depth, segmentation, DVS, optical flow, IMU, LiDAR, thermal, cubemap); Forge, the Python analysis and fusion toolkit that reads those captures; and rsviewer, a browser viewer that puts every stream on one timeline.
DSTF — Dynamic Systems Testing Framework
A backend-agnostic harness for regression-testing time-dependent system behavior — five simulators, six tolerance-based comparison modes, and an interactive report that doubles as the authoring surface for acceptance criteria.

DatacenterExplorer
An Unreal Engine plugin that visualizes hierarchical data-center infrastructure from JSON configs — part of the ExaDigiT project for digital twins of exascale supercomputers. Ships example configs scaling from ~50 to 150,000+ actors, including Summit and Frontier.

GoNoGo
A modular prerequisite-evaluation (checklist) plugin for Unreal Engine — define sets of conditions that must be satisfied, in any order, grouping, or timing, before a game event fires. Genre-agnostic; works with C++ and Blueprints. Ships a five-station launch-demo.
Everything, by date
2026
- DevlogOne plugin, three repos
- EssayIs my AI memory system obsolete? I sent 104 agents to find out
- DevlogSoul System 2.0: a conscience and a notebook for your AI coding sessions
- EssayI built the best opponent I could for my AI philosophy. We tied.
- EssayI gave an AI a philosophy, then tried to prove it was useless
- DevlogDSTF: regression testing for behavior that moves
- DevlogRoster Rotation: fair playing time for youth sports, offline and on your phone
- ProjectDSTF — Dynamic Systems Testing Framework
- ProjectRoster Rotation
- EssayOn Creativity, Value, and Machines
- EssayIdeas Are Cheap Now
- Projectcolormaps
- ProjectDatacenterExplorer
- ProjectDataPipeline
- Projectdrawxr
- ProjectGoNoGo
- ProjectRadiationExplorer
- ProjectRealistic Sensors
- ProjectSceneManifest
- DevlogThe same physics on Modelica + Dymola: reaching the full PWR assembly
- EssayThree walls, one paradigm: the bottlenecks are ecosystem gaps, not the math
- Projectsoul-test-netflow: three thermal-fluid paradigms on one PWR pin
- Devlognetflow: hand-rolling a conservation-network solver in Python
- DevlogRebuilding netflow on ModelingToolkit: 14× less code, then a compile wall
- NoteWhy this site exists
- ProjectThe Soul System
- Self-publishedDoes a Meta-Doctrine System Change Model Behaviour, or Just Make It Legible? A Self-Ablation Study Under Equal Compute
- Self-publishedWhat Survives When Best Practice Catches Up? A Twin-Chain Longitudinal Evaluation of a Meta-Doctrine Layer for AI Coding Agents
2025
- YouTubeUnreal Engine 5: Remove Black ExponentialHeightFog
- ConferenceAn Interactive Virtual Radioisotope Processing Facility
- PosterAnalyzing Human Performance in Immersive Extended Reality Environments
- ConferenceEnhancing Radiation Glovebox Training with Coupled Immersive Technology and Real-Time Dose Estimates
- PosterModeling HFIR's Steady State Heat Transfer Code with Modelica
2024
- How-toUE5: Python API
- ConferenceA Digital Twin Framework for Liquid-cooled Supercomputers as Demonstrated at Exascale
- ConferenceThermo-Fluid Modeling Framework for Supercomputer Digital Twins: Part 1, Demonstration at Exascale
- ConferenceThermo-Fluid Modeling Framework for Supercomputing Digital Twins: Part 2, Automated Cooling Models
- ConferenceVisualizing an Exascale Data Center Digital Twin: Considerations, Challenges and Opportunities
2023
2022
- YouTubeVirtual (and Silent) Fusion Data AR Demonstration Walkthrough
- How-toGetting Started: Unreal Engine & HoloLens 2
- YouTubeVIPER - A Quick Experience Walkthrough
- YouTubeVIPER | Virtual Interaction with Physics Enhanced Reality
- JournalCorrosion of 316H stainless steel in flowing FLiNaK salt
- JournalDynamic Mass Accountancy Modeling of a Molten Salt Reactor Using Equilibrium Thermodynamics
- ConferenceSOURCE TERM AND DEPLETION COUPLING WITH DYNAMIC SYSTEM MODELING SOLUTIONS FOR FUEL CYCLE OPERATIONS
- ConferenceVirtual Interaction with Physics Enhanced Reality (VIPER): Using Augmented Reality to Visualize and Interact with Ionizing Radiation Data
2021
- YouTubeModelica: Setting Up ExternalMedia - access to CoolProp
- YouTubeDynamic TRANSFORM Modelica Simulation Data on a TS Diagram
- ConferenceAn Overview of the Integrated Energy System Investigation of the Eastman Chemical Company Kingsport, Tennessee, Facility
- JournalCandidate Core Designs for the Transformational Challenge Reactor
- ConferenceDynamic Modeling and Signatures of a Liquid-Fueled Molten Salt System
- JournalIdentifying Candidate Biomarkers of Ionizing Radiation in Human Pulmonary Microvascular Lumens Using Microfluidics—A Pilot Study
- ConferenceLiquid-vapor equilibrium and transport phenomena in molten salt systems
- ConferenceModern Techniques for Visualizing Radiation Data in Nuclear Space Scenarios
- ConferenceProgression Problems for Validation of Species Transport Calculations for Molten Salt Reactors
- JournalReview of molten salt reactor off-gas management considerations
- PosterTRANSFORM: Description and Applications
- PresentationTRANSFORM: Description and Applications
2020
- YouTubeIES Visualization Demonstration using UE4 and FMI
- YouTubeFMI in Unreal Engine with the FMI-Plugin
- YouTubeTRANSFORM Training Video: Simple Heat Transfer Loop
- YouTubeTRANSFORM Training Video: A Simple ODE
- YouTubeVisualizing Radiation Data for the 21st Century
- YouTubeSimulating an FMU in Unreal Engine
- YouTubeUE4 - Sequencer Events & Level Blueprints
- MediaBuilding on a legacy of nuclear modeling and simulation research
- PresentationDeveloping technology and capabilities to solve MSR off-gas challenges
- PresentationGeographic Information System Mapping for Visualization of Integrated Energy Systems
- PresentationLeveraging Modern Visualization Tools for Integrated Energy System Analysis
- ConferenceMethod for Visualizing Radiation Data using Unreal Engine
- PresentationTRANSFORM - A Vision for Modern Advanced Reactor System-Level Modeling and Simulation Using Modelica
- ConferenceTRANSFORM – A Vision for Modern Advanced Reactor System-Level Modeling and Simulation Using Modelica
- JournalTRANSFORMATIONAL CHALLENGE REACTOR PRECONCEPTUAL CORE DESIGN STUDIES
2019
- YouTubeTRANSFORM — Get Results! (demo reel)
- ConferenceA Frequency Response Approach to Model Validation for the Compact Integral Effects Test Facility in TRANSFORM
- JournalDemonstration of the Advanced Dynamic System Modeling Tool TRANSFORM in a Molten Salt Reactor Application via a Model of the Molten Salt Demonstration Reactor
- ConferenceDesign and Modeling of a Liquid-Fuel Salt Experiment for the Versatile Test Reactor
- ConferenceLinear Stability Studies of a Natural Circulation Based Small Modular Reactor
- ConferenceNuclear Thermal Propulsion Dynamic Modeling with Modelica
- ReportStatus Report on the MSRE Transform Model for Thermal-Hydraulic Benchmarking
2018
- ReportDynamic System Models for Informing Licensing and Safeguards Investigations of Molten Salt Reactors
- PosterIncreasing Revenue of Nuclear Power Plant with Thermal Storage
- ConferenceKinetic Precursor Drift Model for Fluid-Fueled Molten Salt Reactors
- PresentationKinetic Precursor Drift Model for Salt-Fueled Molten Salt Reactors
- JournalModified Point-Kinetics Model for Neutron Precursors and Fission Product Behavior for Fluid-Fueled Molten Salt Reactors
- PresentationSmall Modular Reactors and the Future of Nuclear Energy
- ConferenceTime-dependent Reliability Analysis of Nuclear Hybrid Energy Systems
- JournalVerification of Modelica-Based Models with Analytical Solutions for Tritium Diffusion
2017
- ProjectTRANSFORM
- ConferenceComponent Development for Nuclear Hybrid Energy Systems
- PresentationComponent Development for Nuclear Hybrid Energy Systems
- ConferenceControl Systems for a Dynamic Multi-Physics Model of a Nuclear Hybrid Energy System
- PresentationControl Systems for a Multiphysics Nuclear Hybrid Energy System
- ReportNuclear Hybrid Energy System Model Stability Testing
- PresentationNuclear Hybrid Energy Systems & Discretized Models
- PosterNuclear Hybrid Energy Systems Design, Modeling and Simulation, Analysis, and Optimization
- PresentationNuclear Hybrid Energy Systems: Design, Simulation, Analysis and Optimization
- JournalPreconceptual design of a fluoride high temperature salt-cooled engineering demonstration reactor: Core design and safety analysis
- JournalPreconceptual design of a fluoride high temperature salt-cooled engineering demonstration reactor: Motivation and overview
- JournalPresentation and comparison of experimental critical heat flux data at conditions prototypical of light water small modular reactors
2016
- ProjectCritical Heat Flux: the Groeneveld lookup table
- ConferenceCore design characteristics of the fluoride salt-cooled high temperature demonstration reactor
- PresentationDynamic Thermal Hydraulic Modeling TRANSFORM-ed
- ReportFluoride Salt-Cooled High-Temperature Demonstration Reactor Point Design
- JournalMechanistic CHF modeling for natural circulation applications in SMR
- PresentationNuclear Hybrid Energy Systems
- ReportNuclear Hybrid Energy Systems FY16 Modeling Efforts at ORNL
- ReportNuclear Hybrid Energy Systems Initial Integrated Case Study Development and Analysis
- ConferenceSummary of the Workshop on Molten Salt Reactor Technologies Commemorating the 50th Anniversary of the Startup of the Molten Salt Reactor Experiment
2015
- ConferenceComparison of experimental critical heat flux data to prediction methods for conditions prototypical of light water small modular reactors
- ConferenceMechanistic CHF modeling for natural circulation applications in SMR
- JournalStudy of Critical Heat Flux in Natural Convection–Cooled TRIGA Reactors with Single Annulus and Rod Bundle Geometries
- ThesisThe Critical Heat Flux at High Pressure and Low Mass Flux Prototypic of Proposed Light Water Small Modular Reactors