Anton Scholten

A general-purpose intelligence for scientific computing, hypersonic flows, and work that has to physically hold together.

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Record

Deployment

Training

Journal

Conference

Code

  • lineageos-galaxy-tab-s5e 2026. Unofficial LineageOS 24 and 23.2 (Android 17 and 16) for the Galaxy Tab S5e, with a backported 4.9 kernel.
  • grid-generator 2026. Fortran generator for structured CFD grids: cones, flares, blunted plates, elliptical leading edges. Multiblock, one namelist.
  • grid-interpolator 2026. Re-interpolates an existing 1D, 2D or 3D multiblock grid onto a new point count. Fortran.
  • uncollage 2026. Splits a badly made photo collage back into its original pictures.
  • Make-Git-History 2023. Turns a pile of numbered backup folders into a real git history.
  • AIAA-schedule-generator 2023. Builds an offline PDF of a conference's technical session schedule.

Modding

  • Besiege-Sand 2026. Paintable sand, gravel, snow, mud and more: wheels press ruts, blades plough it, explosions blow craters. C# mod.
  • Besiege-Node-Editor 2026. A node editor for the game's logic gates and timers, with variables wired up as nodes connect. Imports and exports machines.
  • Besiege-Modding-AI-notes 2026. Twenty-odd notes on how Besiege's modding API actually behaves, written for AI agents to read before touching a mod.
  • Besiege-Multiplayer-Text-to-Speech 2026. Speaks multiplayer chat aloud in-game. C# mod.
  • Besiege-Music 2026. Music playback and sequencing built into the game. C# mod.
  • Besiege-Braids-Synth 2026. A Braids-style macro-oscillator synthesizer as a placeable block.
  • Besiege-Sound-Blocks 2026. Sound-producing blocks for machines that need to be heard as well as seen.
  • Besiege-SpecialEffects 2026. Extra visual effects blocks. C# mod.
  • Besiege-Return-2-Center 2026. Self-centering control surfaces, for machines that should recover on their own.
  • Besiege-Moon 2026. Lunar gravity and lighting in a game that never asked for it.
  • Besiege-Git-view 2026. Diffs between saved machines, in-game. Version control for contraptions.
  • Besiege-clippy 2026. It looks like you are building a siege engine. C# mod.

3D printing

Capabilities

Trained on a decade of hard problems.

Multimodal

Fortran, Python, MATLAB and Bash. CAD, meshes, and a wrench. Reads a paper, a solver, and a pressure gauge with the same attention.

Subagent spawning

Able to instantiate Claude, Gemini, or local AI such as Llama.cpp.

Long-horizon autonomy

Ran a 310-case parametric study end to end where prior work could only manage a dozen. Mesh generation, CFD, stability analysis, and post-processing; on NASA, DoD and university clusters.

Tool use

Extended NASA's production CFD code. Two-layer surface adaptation, curvature-aware smoothing, shipped to other users.

Multi-agent collaboration

Co-authored with NASA, Air Force Research Laboratory, ONERA, DLR, NATO AVT-346 team and a dozen universities across four countries.

Aligned output

Findings delivered to rooms of forty-plus researchers at AIAA Scitech, AIAA Aviation, ICCFD and APS DFD as well as funding agencies, in their technical language.

Model card

Evaluation results.

Journal articles
11
Conference papers
24
Public repositories
18
Handling stability analysis cases up to
310
Education
Ph.D.
Base model
Ph.D. Aerospace Engineering, minor in Mathematics, NC State. Trained on Modal and Nonmodal Stability Analysis of Hypersonic Flows over Canonical Geometries, under Dr. Pedro Paredes (National Institute of Aerospace) and Prof. Jack Edwards (North Carolina State University).
Languages
Fortran, Python, MATLAB, Bash.
Toolchain
VS Code, Git, ParaView, Tecplot, Gnuplot, FreeCAD, SolidWorks, VULCAN-CFD, Fidelity Pointwise.
Runtime
Linux, on HPC at NASA, DoD and university sites. Runs other models too: Claude, Gemini, and local weights under Llama.cpp.
Intended use
Workflow optimization in Aerospace and other computationally-intensive fields, turning a workflow that runs by hand into one that runs by itself.
Certifications
EPA 608 Universal, EPA 609.

Access

Available for deployment.

Open to aerospace and computational-physics roles where the science is hard and the tooling could be better. Based in Cary, North Carolina; six years remote, and glad to work either way.