Geometric Data Analytics Inc. was awarded a $199,898 Project Grant from the Department of Energy Office of Science on February 14, 2022 to develop distributed topological fingerprints for automating anomaly search and testing (DTFAAST). The grant was awarded under the Office of Science Financial Assistance Program (CFDA #81.049), which supports basic research to deliver scientific discoveries and tools that transform understanding of nature and advance U.S. energy security and economic competitiveness.
Under the award, Geometric Data Analytics will develop new techniques for distributed topological fingerprints to automatically search for and test anomalies in large, complex datasets. The work will focus on applying topological data analysis methods to help scientists and engineers more efficiently analyze energy-related experimental and simulation data for unexpected behaviors or errors. The outcomes of the project have the potential to boost scientific discovery and technology innovation by facilitating improved data-driven insights.
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