Intellegens presents at global Chemical Engineering meeting
We’re exhibiting on booth 336 in Hall B at the Spring meeting of the American Institute of Chemical Engineers (AIChE). Come along to discuss how machine learning can help optimise chemical processes.
Dr Joel Strickland from the Intellegens Science Team will be presenting at the meeting. He’ll be discussing the application of machine learning to adaptive experimental design – an approach that typically saves 50-80% of experimental time and cost.
If you’re going along, why not contact us in advance to arrange a meeting.
Presentation details
Title: Bridging Machine Learning and Adaptive Experimental Design: A Collaborative Paradigm for Accelerated Product Development
Presenter: Dr Joel Strickland
Session: Data-Driven and Hybrid Approaches to Development of New Products I
Date/time: Tuesday, March 26, 2024 / 1.30PM
Abstract:
In the current landscape of product manufacturing, accelerated development stands paramount. At the confluence of collaboration and innovation lies a transformative approach that seamlessly integrates multiple knowledge domains, fostering an environment conducive to rapid product ideation, testing, and market release. Intellegens, leveraging its expertise in handling sparse and noisy experimental data, presents a collaborative model. This paradigm marries the depth of subject-matter expertise with the agility of adaptive experimental design and the predictive prowess of machine learning, thereby championing a multi-faceted approach to product development.
Key highlights of our approach:
- Interdisciplinary Collaboration: A synthesis of domain-specific knowledge and advanced data methodologies, driving a harmonized product development journey.
- Adaptive Experimental Design: A dynamic approach to experimentation that iteratively refines based on preliminary data, optimizing for information richness and resource efficiency.
- Machine Learning Integration: Harnessing predictive models to identify optimal experiment pathways, effectively navigating the vast design space and elucidating complex relationships.
- Impactful Case Studies: Real-world examples from our collaborative endeavors across diverse sectors, illuminating the tangible benefits of accelerated product cycles and knowledge augmentation.
- Visionary Outlook: Peering into the horizon of product development, emphasizing the sustained significance of collaboration and adaptability in shaping the industry’s future.
Intellegens underscores the transformative potential of this collaborative paradigm, challenging traditional product development norms. We extend an invitation to industry peers to join this movement, collectively redefining the contours of efficient and innovative product creation.
