AC SDL
Self-driving lab for scale-up
Agrochemicals
Decarbonization
Drugs
Electrochemicalreactors

Overview

Autonomous workflows bridging molecular and materials discovery with scale-up and translation

Vision

“Scale up” or the ability to scalesynthesis, production or manufacturing is one of the largest barriers to the deployment of novel pharmaceuticals and high-performance materials. The synthesis scale-up process presents a multivariable challenge affected by many chemical, physical, environmental, economic, and safety constraints. Similarly, scaling a material and the technologies they enable requires multivariable optimization to ensure that performance is preserved. For these reasons, scale-up is not only time-, labour-, and resource-intensive, but also a high-risk process with an undefined return on investment. In some cases, promising products might fail to reach the manufacturing stage due to complications in scale-up. 

To bridge this gap, the scale-up self-driving lab, based at the University of British Columbia, aims to accelerate research translation from early-phase discovery to real-life deployment of new molecules and materials. By driving autonomous scale-up and optimization in organic chemistry and materials science, we are accelerating and de-risking material and drug development. We aim to radically shorten the discovery-to-market timelines for life-saving pharmaceuticals, clean energy technologies, and other novel molecules and materials, driving scientific innovations toward a sustainable and resilient future for our society.

CONTACT THE LAB
WHAT WE DISCOVER

Application areas

Below is a selection of this lab's application areas. Don't see what you're looking for? Reach out to learn more.

Agrochemicals
Decarbonization
Drugs
HIGH-PERFORMANCE MATERIALS

Select project highlights

Self-driving lab forautomated liquid-liquid extraction and crystallization to acceleratepharmaceutical process

Self-driving lab for dynamic parameter scanning to improve manufacturing efficiency

Self-driving lab to enable scalable CO2-to-fuels conversion

TOOLS

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Automated kinetics platform which can execute experimental protocols in an inert atmosphere and provide extensive datasets for mechanistic analysis of challenging reactions

Automated purification optimization platform for liquid-liquid extraction and crystallization

Automated chemical synthesis reactors integrated with online HPLC/IR monitoring and computer vision model for real-time reaction monitoring

Automated scale-up platform for accelerated process optimization and scalability assessment (underdevelopment)

Automated and scalable spray coating platform for thin-film deposition

Automated dosing platform for liquid and powder handling, enabling reproducible, high-throughput sample preparation across diverse material systems

Automated XRF measurements, providing rapid, spatially resolved compositional analysis to support closed-loop materials optimization

Automated wettability measurements, delivering contact-angle data to quantify surface properties

Automated conductivity measurements, enabling high-throughput electrical characterization for screening and optimization of functional materials

Automated optical microscopy, supporting rapid, standardized morphological characterization

Automated electrolyzer operating with gas and liquid feeds, enabling electrochemical testing with tunable operating parameters