Projects & tools.

Atmospheric modeling

Conservation checks built into the simulation interface: what a timestep should preserve, and when a solver should stop.

Agricultural telemetry

Agricultural observations organized around water, nutrients, equipment and the growing season, with the source of each parameter kept explicit.

Data integrity & investigative analytics

Read-only checks on spending-data pipelines, schema governance, and evidence bundles that let an analyst trace a finding back to its records.

Reproducible security simulation

An explicit simulated world for replaying security exercises, comparing state and inspecting graph-based memory. Includes controlled browser experiments and a validation record for the current reconstruction.

Maritime sensing

A maritime analysis workflow that keeps sensor disagreement, uncertainty and decision provenance visible.

Software security

Structural code investigation with three merged F Prime contributions: two local safety checks and a reusable CodeQL query.

Guidance, navigation & control

Connected geometric descriptions of the body and the air, alongside navigation-advisory experiments.

Conflict & geopolitical systems

From the Helicity project and Psychohistory paper to a book on economic interdependence, diplomatic alignment and network structure.

Plasma confinement & stability

How plasma shape enters a stability calculation: geometry comparisons, equilibrium studies and a Rust implementation with distinct instability diagnostics.

Geometric data systems

A database interface for defining bundles, inserting measurements and comparing transported states.

Lattice gauge models

Finite-lattice gauge-field simulations, with conceptual hardware drawings kept distinct from the computational results.

Market structure & order-flow measurement

The broader market-analysis project containing LAMINAR, a study of order-flow coherence labels across twelve futures instruments, with replay and perturbation controls.

Language modeling

Reply composition over GIGI and a separate line of generative-model experiments, with their records distinguished.

Molecular modeling & drug response

Research into molecular representations, target context and drug-response modeling.

Permeability & ingredient science

Ingredient science for textured hair: preserve measured substrate context, inspect ingredient predictions and refusals, and design the hair-fiber experiments needed to test the approach. The current feasibility study uses human-skin data.

Power-system stability

Grid-stability research connecting generator oscillations, loss of synchronism and energy barriers. A public benchmark kit checks the static operator against classical analysis; the wider program studies winding history and local stress.

Financial reconciliation

Payment records compared across formats, with translation, matching decisions and audit evidence kept explicit.

Shortest-path algorithms

Sequential solvers compared through bucket width, duplicate work and local lookahead—including where the methods lose.