Quartic.ai announced a strategic partnership with the leading global professional services and analytics firm ZS Associates to accelerate manufacturing digitalization in life sciences and healthcare. …
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Introducing the Quartic.ai PAT Solution
Rapidly analyze PAT spectral data using ML models and an easy-to-use no-code UI. GxP-ready, in the Cloud, and a per-molecule pay-as-you-go pricing designed to help your start using this solution right away.
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AI-driven Automation: a Stepping Stone to Autonomous Process Control
Our research mission is to bring the best intelligent autonomy to manufacturing. Undoubtedly, AI-driven industrial control is a big part of it. At NeurIPS 2021…
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Optimizing Continuous Manufacturing Processes
This is a joint work of Benjamin Decardi-Nelson, Jerry Cheng, and Mohan Zhang. The future of manufacturing is continuous and autonomous. Compared to batch manufacturing,…
Continue ReadingTo achieve Agility in manufacturing – embrace Variability – Part 1
“Supply chain agility can be defined as an organization’s ability to profitably manufacture and deliver a broad range of high-quality products and services with short…
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Optimization with Offline Reinforcement Learning
We showed that when you are early in your digitalization journey where you only have access to manipulated variables (e.g. sugar feed rate) and the outcome (e.g. yield), you…
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Optimizing DoE and Production Runs with Little Data
For many batch processes (e.g. in Life Sciences, Food & Beverage), the Design of Experiments (DoE) is usually conducted before scaling up to production runs. We believe that Bayesian Optimization and its variants could…
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Open sourcing A better Penicillin Bioreactor Simulation
For industries like Life Sciences, it is challenging to collect a large amount of data with high quality that is needed for machine learning and autonomous control applications. Instead, we settle with simulations where…
Continue ReadingBringing AI to Pharma 4.0
It is not the big fish that eats the small fish, it is the fast fish that eats the slow fish.
-Klaus Schwab, Founder and Executive Chairman, World Economic Forum, 2017
Continue ReadingSmart Manufacturing
The key business objectives achieved with the Smart industry are increased productivity, enablement of agile and flexible manufacturing to produce highly specialized and personalized products at scale, and efficiency….
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