CMCL Innovations

Software | Consulting | Research | Training

Democratising Machine Learning in Chemistry and Chemical Engineering

CMCL to present: “A Semantic Question Answering System for Chemistry”

User Story 46

A Knowledge Graph-based optimisation framework for minimising total generation cost
for a thermal grid operator, including forecasting routines for key system parameters.

The Sensing in Energy Systems Event

CMCL Innovations to pitch at the 51st Intelligent Sensing Program:
Sensing in Energy Systems

User Story 45

Our new User Story focuses on providing detailed
physico-chemical engine models to evaluate the
engine-out emissions of heavy-duty ICEs running on alternative fuels.

IChemE Event

IChemE Event

CMCL Innovations invited to present at the IChemE Startup Event
on 31 March 2021. We are excited to present a glimpse of our
recent Knowledge Graphs research.

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CMCL Innovations is an award-winning, R&D-driven company offering practical digital engineering solutions for complex industrial problems. For over a decade, we have continued to learn and deliver innovative solutions in areas spanning decarbonisation, energy conversion, emissions reduction, air quality, materials and process design, urbanisation and mobility.


Enables design and application of gas phase and surface chemistry within reactor models

SRM Engine Suite

Simulates fuels, combustion modes and gas phase and particulate emissions IC engines


Assists any model development with simulation-based design and advanced statistical analysis

CMCL Explorer

Advanced, customisable post-processing visualisations with configurable style & export options