FUTURES EXPO SERIES
GreenDynamics : AI Self-Driving R & D Lab
Accelerating sustainable material discovery 50x faster with generative AI , leveraging data intelligence , material design , and self-driving labs
Spin-out
GreenDynamics aims to accelerate material discovery for sustainable energy solutions by addressing the slow , costly , and labour-intensive nature of traditional R & D processes . The renewable energy sector , including batteries and solar cells , urgently needs rapid innovation to meet global demands , but current methodologies fall short .
GreenDynamics tackles this challenge with a groundbreaking combination of generative AI , advanced data intelligence , and self-driving labs , enabling up to 50 times faster material design . Its DARWIN model , validated by Lawrence Berkeley National Lab , is the most accurate for inorganic material design . The company ' s ByteScience platform and ByteFactory system run experiments 24 / 7 , reducing human intervention and boosting efficiency .
GreenDynamics has secured industry partnerships and is leveraging matching grants for R & D . Currently in the proof-of-concept stage ; it is actively seeking strategic investment to scale operations and bring its AI-driven solutions to market .
Key capabilities
> DARWIN model accelerates material discovery with generative AI-driven selection and optimisation
> Self-driving labs for autonomous material synthesis , formulation and characterisation
> Advanced data intelligence remembers all historical records
Differentiators
> Integrated AI for automation , efficiency , and scalability > AI4Material : minimal data , rapid deployment , cost-efficient
> Scalable simulations for material and formulation development
Key customers
> Huibai New Materials Technology
( Shanghai ) Limited Company > Monash University > Guangzhou Automobile Group Co ., Ltd
Key partnerships
> University of New South Wales > Australian Centre for Advanced
Photovoltaics > University of Toronto , Canada
Sustainable development goals
> Gender equality > Affordable and clean energy > Decent work and economic growth > Industry , innovation and infrastructure > Climate action
greendynamics . com . au
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