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Materials Design

ICME Gap Analysis in Materials Informatics: Databases, Machine Learning, and Data-Driven Design: Session IV

2:00 PM–5:30 PM Feb 27, 2020 (US - Pacific)

San Diego Convention Ctr - 30D

Who's Attending (26)
Sub-Sessions ( See all )
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Materials Design

Improved Performance of Automatic Characterization of Steel Microstructure by Machine Learning Architecture

2:00 PM–2:20 PM Feb 27, 2020 (US - Pacific)

San Diego Convention Ctr - 30D

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Materials Design

Training Data-driven Machine Learning Models Using Physics Simulations: Predicting Local Thermal Histories in Additive Manufactured Components

2:20 PM–2:40 PM Feb 27, 2020 (US - Pacific)

San Diego Convention Ctr - 30D

appinternalicon-talk

Materials Design

Relating Microstructure Features to Response Using Convolutional Neural Networks

2:40 PM–3:00 PM Feb 27, 2020 (US - Pacific)

San Diego Convention Ctr - 30D

appinternalicon-talk

Materials Design

Prediction of Steel Micro-structure by Deep Learning Using Database of Thermo-dynamics and Phase Field Model

3:00 PM–3:20 PM Feb 27, 2020 (US - Pacific)

San Diego Convention Ctr - 30D

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Materials Design

Reduction of Uncertainty in a First-principles-based CALPHAD-type Phase Diagram via Sequential Learning of Phase Equilibrium Data

3:20 PM–3:40 PM Feb 27, 2020 (US - Pacific)

San Diego Convention Ctr - 30D

Tags
AppSectionTechnical Program
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SessionTypeTechnical Paper Session