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Research Tools

Shared instrumentation, simulation and notebooks

A common platform for the tools every ME branch keeps rebuilding: simulation, measurement, data capture, experiment tracking, and the scientific computing under all of them.

Why it exists

Every branch, from energy to biotech, ends up needing the same loop: ask a question, simulate it, run it, measure it, write down what happened, and decide what to do next. Building that loop once is the difference between research that accumulates and research that restarts.

What it is meant to be

  • One toolchain shared across computing, energy, robotics, materials, and biotech work
  • Results and instrument data carry provenance rather than living in scattered files
  • Agent access through the same interface boundary products use
  • A closed loop: question, simulation, experiment, sensing, analysis, notebook, next experiment

Current milestone

Define the shared simulation, measurement and experiment tracking layer other branches would build against. Scope is deliberately shallow until a branch is blocked without it.

  • PlannedPlatform design

Long term direction

A research platform where an experiment's question, simulation, raw data, analysis and conclusion stay attached to each other.

The tool family

Concept stage. None of these exist in software or hardware.

  • ME Lab Bench

    Hardware conceptThe physical experiment surface

    A standard bench with power, sensing, capture and automation built in, so an experiment is instrumented by default instead of by improvisation. Concept only. No bench has been built.

  • Scientific Notebook

    SoftwareWhere results live

    Experiments, parameters, raw data, analysis and conclusions kept together with their provenance. Negative results are first class, because a lab that only records successes repeats its failures.

  • Autonomous Microscope

    Hardware conceptUnattended observation

    Imaging that can run a scan plan on its own and hand back data with the conditions it was captured under. Concept only.

  • Simulation Environment

    SoftwareThe cheap version first

    Shared scientific computing and simulation, so a branch can test an idea before it costs materials, machine time or a person's week.

  • Sensor Tiles

    Hardware conceptMeasurement you can place anywhere

    Small standard sensing units that can be added to a bench, a machine or a room without designing a new data path each time. Concept only.

The loop they serve

  1. 01Question. A branch writes down what it actually wants to know.
  2. 02Simulation. The cheap version runs first, in the simulation environment.
  3. 03Experiment. The lab bench runs the physical version, automated where it can be.
  4. 04Sensing. Sensor tiles and instruments capture what happened, not what was expected.
  5. 05Analysis. Raw data stays attached to the question that produced it.
  6. 06Notebook. The result, including the failures, is written down where it can be found again.
  7. 07Next experiment. The notebook decides what is worth doing next.