Data Science

Data Science for an Improved Carbon-Capture Process

KeyLogic develops process simulation flowsheets and applies data science tools, such as uncertainty quantification, design of experiments, and ML, to help design better carbon-capture processes. Our work reduces the time and cost to maximize learning from experiments in pilot plants. In addition, we support the modeling and analysis of low viscosity, water-lean solvents with polarity swing regeneration that …

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Fraud Detection Using Advanced Analytics

Working for the government with a major credit card company, KeyLogic designed a set of fraud detection data mining modules (KeyDetectTM) that use artificial intelligence to identify potential cases of fraud while a compliance module detects suspicious credit card transactions. Users are provided an easy-to-use dashboard that allows them to build customized data displays to fit their particular needs. Managers …

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IRS Application of KeyDetect

KeyLogic helped IRS staff members move from performing one-by-one analyses of individual database records to letting advanced data-mining tools do much of the work. As part of the Offshore Compliance Initiative, the agency’s investigators provided the forensic expertise, while our experienced professionals developed algorithms to automate and accelerate lead identification.  Results Increased Mission Effectiveness. Our work …

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