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THE SCIENCE BEHIND CHEMIFY

The fundamentals
of chemputation.

What if making a molecule could be expressed as a program?

Chemputation connects chemical knowledge, executable instructions and the physical world.

01FROM STRUCTURE TO PROCEDURE

A molecule is
a structure.
Making it is
a procedure.

A molecular drawing tells you what to make. Chemputation makes the instructions explicit.

Which materials? How much? In what order? At what temperature, and for how long? How is the product separated, purified and measured?

These details become a digital procedure that can be translated for compatible equipment. The experiment connects that procedure with the result.

The original platform paper

02A LANGUAGE FOR MAKING

Give the procedure
a precise expression.

χDL, the Chemical Description Language, describes operations, materials and parameters in a machine-readable form.

Chemistry, expressed
as operations.

AddMixHeatSeparateFilterPurify

Each operation carries the details that make it meaningful: materials, quantities, conditions and sequence.

Explore the χDL standard

From chemical intent to physical action.

The compiler uses an equipment description to translate the procedure into instructions for that system. Execution and measurement connect the instructions to experimental evidence.

  1. 01

    Procedure

    Define the chemical task.

  2. 02

    χDL

    Express operations and parameters.

  3. 03

    Compile

    Map to equipment and capabilities.

  4. 04

    Execute

    Run on compatible robotics.

  5. 05

    Measure

    Connect the result to evidence.

↶ Review, refine and repeat

03THE EXPERIMENT COMPLETES THE PROGRAM

Make it.
Measure it.
Learn from it.

The procedure and the experimental record belong together. That is how a run becomes knowledge others can build on.

EXECUTION

Code becomes chemistry.

A Chemputer brings chemical operations into a modular robotic system, connecting reaction, work-up, isolation and purification.

The compiler checks the equipment capabilities required by the procedure. The experiment establishes chemical performance.

EVIDENCE & FEEDBACK

The result includes the evidence.

Sensors and analytical measurements record what happened. Feedback can guide a running procedure and help choose conditions for the next experiment.

Sharing the procedure, conditions and outcome gives the next experiment a stronger starting point.

Read the research on feedback

04FOLLOW THE SCIENCE

Ideas, tested.
The papers behind them.

A reading trail through the platform, the language, repeatability, feedback, peptide synthesis and the formal foundations.

05KEEP EXPLORING

Scientific image credit

The analytical scene adapts the NMR trace in Figure S43 of Pagel, Jirasek & Cronin, Communications Chemistry 9, 191 (2026) into a 3D visual. Used under CC BY 4.0.