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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A blog about news, research, and events at Quartic.ai
Optimizing DoE and Production Runs with Little Data
For many batch processes (e.g. in Life Sciences, Food & Beverage), Design of Experiments (DoE) is usually conducted before scaling up to production runs. We believe that Bayesian Optimization and its variants could significantly improve…
Continue ReadingA Taste of Bayesian Optimization – Part 2
In Part 1, we discussed simple Bayesian optimization (BO), and now we further exam BO by taking into account uncontrollable contextual information and constraints. 1…
Continue ReadingA Taste of Bayesian Optimization – Part 1
Bayesian optimization (BO) is a sample-efficient optimization method focused on solving the problem when the objective function f_0 is unknown or expensive to evaluate. At…
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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 are needed for machine learning and autonomous control applications. Instead, we settle with simulations where initial…
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It’s time to ditch Apache Spark and adopt Dask
This isn’t a comparison between Apache Spark vs. Dask. But if you are interested in that, Dask is humble enough to include that in their…
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The nature of Industrial data
The devil is in the data. Industrial data is known to be one of the complex data forms. We experienced it first-hand building a Near Real-Time (NRT) Industrial IoT, contextual…
Continue ReadingProcess Optimization using AI/ML
Techniques like PID control or MPC can track single or multiple setpoints effectively. However, it remains a great challenge to adaptively find the optimal setpoints,…
Continue ReadingWunderlich-Malec and Quartic.ai Form Strategic Alliance for Digital Transformation
Wunderlich-Malec Engineering (WM) and Quartic.ai have formed an Alliance to deliver smart manufacturing solutions for industrial applications using WM automation expertise and the Quartic Platform’s…
Continue ReadingBright Path Laboratories selects Quartic.ai and TrackWise Digital QMS to Integrate Quality Management and Manufacturing Operations
Bright Path Labs is leveraging TrackWise Digital and Quartic.ai platforms to connect manufacturing insights to QMS for real-time decisions Sparta Systems, provider of industry-leading Quality Management System (QMS) platforms TrackWise® and TrackWise Digital®, announced today that Bright Path Laboratories,…
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