A continuous research surface for physics, code, AI systems, markets, and political economy.

Ronnie's Lab reads like a technical notebook rendered as a live interface: archival, responsive, and unfinished in the right way.

Live researchWorking notesPublic archiveSystems console
Ronnie's Lab signal wordmark

Reframing the site as a durable archive instead of a portfolio shell.

v0.7

Workstreams should switch focus inside the same system.

Selecting a stream activates the adjacent detail pane instead of sending the user away.

Physics, code, and technical fundamentals kept sharp in public.

The base layer of the lab: C++, Verilog, electromagnetism, optics, simulation habits, and the slow work of technical fluency.

Ronnie's Lab monogram

Outputs / formats

  • method cards
  • study logs
  • small simulations
  • stream recaps

Tools / focus areas

  • C++
  • Verilog
  • field solvers
  • breadboard notes

Constraint / active edge

Keeping first-principles work visible instead of hiding it behind finished results.

Records should preview in place and only route outward when necessary.

The default archive behavior is scan, filter, preview, then deepen.

Type

Domain

Preview

Apr 26, 2026Research Note

mlworkshop: Scientific ML, Hybrid Models, and Transformer Systems

`mlworkshop` is the core research repository behind my work in scientific machine learning, structure-aware modeling, and training systems.

Record previews stay inside the shell until a full route is genuinely useful.

scientific-mlPINNstransformersdistributed-training

The notes layer should feel alive, filterable, and adjacent to active work.

Type filters swap the visible note set without leaving the current surface.

Filter by note type

Active note

Research Note8 min

mlworkshop: Scientific ML, Hybrid Models, and Transformer Systems

`mlworkshop` is the core research repository behind my work in scientific machine learning, structure-aware modeling, and training systems.

scientific-mlPINNstransformersdistributed-training

Mission, principles, and negative space should sit inside the same shell.

This keeps identity close to the work instead of isolating it in a detached bio page.

Ronnie's Lab wordmark

Ronnie's Lab is a public home for rigorous learning and visible iteration. The aim is to leave a usable record, not to perform expertise.

Support should feel like continuity infrastructure, not conversion theater.

Selecting a support mode reveals the detail panel in place.

Support independent workstreams, tools, and long-horizon study.

Best for patrons who want to help sustain open notes, experiments, and archival publishing.

  • Back archive maintenance and public note-taking.
  • Fund time for foundational technical work and system experiments.
  • Support prototype tooling, media prep, and live research output.

Clean communication routes for serious work.

Outreach should arrive with enough context to act on.

Joint research, technical build reviews, or design-system work.

contact@ronnieslab.systems

Best outreach includes: the problem, the reason Ronnie's Lab is a fit, and the desired format or timeline.

For direct record sharing, the archive detail routes remain the cleanest deep-link format.