Anton Scholten

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

Move toward an edge to turn · click a node to enlarge it

Record

Deployment

Training

Journal

Conference

Code

  • 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

3D printing

  • Soldering fan housing with filter 2026. Prints in two pieces on filament hinges, takes 12 x 12 x 1 cm filters, and leaves room for USB control.
  • Porsche Cayenne (958) MagSafe mount 2026. A phone mount for a second-generation Cayenne that clips into the existing ash tray.
  • Omicron 3D printer (V3) 2018. A rebuild of my own printer: less load on the z-axis couplers, a shorter bed-to-rod distance, and a larger build volume.
  • Simple phone picture stand 2018. Two printed stands and a pair of rubber bands hold a phone steady on a surface for timed shots.
  • AOC to VESA 75mm adapter 2017. Mounts an AOC monitor to a 75 mm VESA arm, with a tab and pin so it can be turned upside down.
  • Omicron 3D printer (V2) 2017. A printer built from scratch for about $350: roughly 20 x 20 x 14 cm of build volume at 0.175 mm layers.
  • Den Den Mushi Box 2017. A remix of jam orangeteacher's Den Den Mushi, reworked so it opens up into a small container.
  • Handspinner 2017. An original hand spinner with an ergonomic thumb holder, built around 608 bearings.
  • TGY I6s screen holder 2017. Holds an FPV screen on a Turnigy i6S transmitter, reinforced against bending at the top.
  • TGY I6S stick and switch protective case 2017. A minimal case protecting the sticks and switches of a Turnigy i6S radio controller.

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
15
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.