MINED 3-minute Overview
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Transcript of MINED 3-minute Overview
Experiment & Simulation
Data Analytics
Collaborative Research Science
Big Data
Surya Kalidindi’s MINED research has been pushing the boundaries of Materials Informatics (ie. data-driven materials and manufacturing design) for nearly a decade. MINED research promises to reduce the time and cost in the innovation of new and improved materials for applied engineering applications.
.gatech.edu
Materials Informatics
Materials Science
MINED is looking for novel and creative ways to populate the Big Data ecosystem for materials science. MINED augments the traditional research paradigm with a modern flavor of modern web skills & machine learning to forge a path for data science in materials discovery.
Big Data
High temperature ablation space shuttle ablation panels. 3-D imaging of fiber failure mechanics of ceramic matrix composites at 2100C in a laboratory environment. Generated at Berkeley University and Lawrence Livermore National Labs
Big Data
16 Terabytes of information from a Synchrotron Light Source exploring the evolution of metals in an Aluminum Copper solid solution at elevated temperatures over time. Generated by researchers at Argonne National Labs and Northwestern University.
High Throughput Experiments
Sample
Indenter tip
SEM pole piece
EBSD detector
19m 4.5s30s
Data Science is fueled by data and MINED wants to assist in generating more of it. Experimental data is mission critical to materials design. MINED designs new methods and acquisition techniques to improve data capture throughput
Compressed Sensing
Diversity
Independent
Curious
Hard Working
Innovative.gatech.edu