Preparing a product formulation dataset for predictive modeling is neither a trivial nor glamourous task. Dataset assembly commonly presents numerous challenges along the route from locating the relevant data, to structuring it, and detecting and resolving anomalies. It’s a major milestone to find yourself at the point of being ready to build a model. [...]
New features in FormuSense add flexibility for extracting value from your product formulation data. The "PCA Release" of FormuSense adds the ability to build Principal Component Analysis (PCA) models, encouraging users to explore and understand variation in one or more blocks of input (X) variables, and to run simulations and optimizations on those PCA models. [...]
FormuSense is now more powerful than ever! The "Optimization Release" of FormuSense includes multi-objective constrained optimization, allowing users to target quality. Optimization is a powerful feature that has the potential to dramatically accelerate materials discovery and innovation including new product development and product reformulation. Optimization exploits predictive models in the backwards direction (specify Y to [...]
Titanium dioxide (TiO2) is commonly used across many industries such as paint & coatings, pharmaceuticals (capsules/tablets coatings), and food (additive and whitening pigment). However, rising prices and growing concerns about its environmental impact are pushing formulators to seek out TiO2 alternatives to save cost and meet sustainability initiatives.1 European regulators have announced plans to classify [...]
ProSensus is excited to be participating in one of the world's largest statistical events, being held in our neighboring city of Toronto, Ontario, Canada this August. This year's Joint Statistical Meetings, known as JSM 2023, will take place on August 5-10, 2023. ProSensus will be hosting a workshop, giving a technical presentation, and exhibiting. Computer [...]
ProSensus is looking forward to participating in the CoatingsTech Conference being held in Celevaland, Ohio from June 26-28, 2023. The theme of this year's conference is Coatings Technologies: Adaptation in a Complex World. On Tuesday, June 27, 2023 Marlene Cardin will be presenting Using AI to Rapidly Develop New and Improved High-Performance Coatings [...]
There has been a sustainability shift over the past decade with more than 90% of S&P 500 companies publishing their sustainability reports.1 Concrete production is one of the major challenges to tackle as it is responsible for 8% of the global carbon footprint - more than the aviation and shipping industries!1 A promising area of [...]
ProSensus is pleased to announce that Marlene Cardin, Alex Nguyen and Kristin Wallace will be participating in the AIChE Spring Meeting being held in Houston, Texas from March 12-16, 2023. ProSensus will be co-chairing several technical sessions as well as delivering three presentations and two posters, all within the Industry 4.0 Topical Conference. [...]
A new version of FormuSense has been released! This version, referred to as the "Simulation Release", adds brand new features allowing users to predict the outcome of new formulations by applying your developed model(s). FormuSense now also identifies the existing historical formulation that most closely matches each new simulated formulation. Start Your Trial Download [...]
Over the past year, ProSensus has welcomed growing interest in FormuSense. We have completed numerous public and custom demos, and have noticed that we are often answering the same questions from different prospective users. We have compiled a list of the most frequently asked questions and provided concise answers to help you understand all the [...]
