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Project Category: AM Genome
5001.001.002.002 Searchable Materials Database
July 02, 2023
The objective of the project was to generate a user-friendly, searchable, and sortable platform of test results using a commercially viable software tool built specifically for managing 3D...
5001.001.001.003 Open Sensing Interface for Multi-Scale Sensor & Physics Based Model Cross-Contamination
March 30, 2023
The overall objective of this program was to provide a cross-correlation procedure specification (XPS) and sensor and model outputs in a digital format that would enable America Makes members to...
5001.001.001.001 Machine Learning (ML) to Enable Rapid Design Allowables Development for Additive Manufacturing
February 17, 2022
The primary objective of this project was to develop two mechanical property design allowables for AM using a single set of empirical data. The project sought to establish an approach to AM design...
5001.001.001.002 Correlating In-Situ Sensor Data to Defect Locations and Part Quality for Additively Manufactured Parts Using Machine Learning
December 22, 2021
The objective of this project was to establish a quantifiable correlation between the in-situ sensor footprint, process anomalies (i.e. build flaws), and part quality as derived from fatigue...
5001.001 Machine Learning (ML) to Enable Rapid Design Allowables Development for AM
February 17, 2021
The primary objective of this project is to develop two mechanical property design allowables for AM using a single set of empirical data. This project aims to establish an approach to AM design...
4060 Non-Empirical Predictive Model for AM Lattice Structures
June 23, 2017
While previous work homogenized behavior on the cellular level, this project sought to go a level deeper and extract data at a material level. The objective of this project was to develop...
