TMS 2020 Annual Meeting & Exhibition

2:40 PM–3:00 PM

Feb 27, 2020

(US - Pacific)

Materials Design

Relating Microstructure Features to Response Using Convolutional Neural Networks

San Diego Convention Ctr - 30D

2:50 PM–3:10 PM

Feb 27, 2020

(US - Pacific)

Materials Design

Accelerating the Genetic Algorithm for Structure Prediction in 2D Materials using Machine Learning

San Diego Convention Ctr - 32B

2:50 PM–3:10 PM

Feb 27, 2020

(US - Pacific)

Materials Design

The FaMUS Methodology for Quantify Materials Understanding and Its Application to the NSUF Research Portfolio

San Diego Convention Ctr - 33A

3:00 PM–3:20 PM

Feb 27, 2020

(US - Pacific)

Materials Design

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

San Diego Convention Ctr - 30D

3:10 PM–3:30 PM

Feb 27, 2020

(US - Pacific)

Materials Design

Break

San Diego Convention Ctr - 33A

3:10 PM–3:30 PM

Feb 27, 2020

(US - Pacific)

Materials Design

Tunability of Martensitic Transformation in Mg-Sc Shape Memory Alloys: a DFT Study

San Diego Convention Ctr - 32B

3:20 PM–3:40 PM

Feb 27, 2020

(US - Pacific)

Materials Design

In-situ TEM Investigation of the Electroplasticity Phenomenon in Metals

San Diego Convention Ctr - 32A

3:20 PM–3:40 PM

Feb 27, 2020

(US - Pacific)

Materials Design

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

San Diego Convention Ctr - 30D

3:30 PM–3:50 PM

Feb 27, 2020

(US - Pacific)

Materials Design

Break

San Diego Convention Ctr - 32B

3:30 PM–4:00 PM

Feb 27, 2020

(US - Pacific)

Materials Design

CANCELLED - Discovery of Maraging Steel: Machine Learning vs. Physical Metallurgical Models

San Diego Convention Ctr - 33A

3:40 PM–4:00 PM

Feb 27, 2020

(US - Pacific)

Materials Design

Break

San Diego Convention Ctr - 32A

3:40 PM–4:00 PM

Feb 27, 2020

(US - Pacific)

Materials Design

Break

San Diego Convention Ctr - 30D

3:50 PM–4:20 PM

Feb 27, 2020

(US - Pacific)

Materials Design

Computational Discovery of Strongly Correlated Quantum Matter through Downfolding

San Diego Convention Ctr - 32B

4:00 PM–4:20 PM

Feb 27, 2020

(US - Pacific)

Materials Design

CANCELLED - Artificial Materials Intelligence (AMI) to Accelerate Discovery of Novel Superalloys

San Diego Convention Ctr - 30D

4:00 PM–4:20 PM

Feb 27, 2020

(US - Pacific)

Materials Design

Domain-guided ML Tool for Designing New Fe-9Cr Steels

San Diego Convention Ctr - 33A

4:00 PM–4:20 PM

Feb 27, 2020

(US - Pacific)

Materials Design

In-situ Mechano-electrochemical Coupling of Structural Supercapacitor Electrodes

San Diego Convention Ctr - 32A

4:20 PM–4:40 PM

Feb 27, 2020

(US - Pacific)

Materials Design

A Novel Approach to Join Large Coefficient of Thermal Expansion (CTE) Mismatched Thermoelectric (TE) Materials for High Temperature Applications

San Diego Convention Ctr - 32A

4:20 PM–4:40 PM

Feb 27, 2020

(US - Pacific)

Materials Design

Effect of Vibration on Residual Stress of a Stiffened Steel Plate During Welding: A Numerical Study

San Diego Convention Ctr - 33A

4:20 PM–4:40 PM

Feb 27, 2020

(US - Pacific)

Materials Design

Influence of Strain on Mesoscopic 2D Film Growth from Phase Field Methods

San Diego Convention Ctr - 32B

4:20 PM–4:40 PM

Feb 27, 2020

(US - Pacific)

Materials Design

Steel Development and Optimization Using Response Surface Models

San Diego Convention Ctr - 30D

4:40 PM–5:00 PM

Feb 27, 2020

(US - Pacific)

Materials Design

CANCELLED - Utilizing the Statistical Machine Learning Approaches to Design New NiTiHf High Temperature Shape Memory Alloys

San Diego Convention Ctr - 30D

4:40 PM–5:00 PM

Feb 27, 2020

(US - Pacific)

Materials Design

Predicting Polymer Crystallinity Using Multi-fidelity Information Fusion with Machine Learning

San Diego Convention Ctr - 32B

4:40 PM–5:00 PM

Feb 27, 2020

(US - Pacific)

Materials Design

Synthesis and Mechanical Behavior of Freestanding NiTi Films with Varying Grain Sizes

San Diego Convention Ctr - 32A

5:00 PM–5:10 PM

Feb 27, 2020

(US - Pacific)

Materials Design

Concluding Comments

San Diego Convention Ctr - 32A

5:00 PM–5:20 PM

Feb 27, 2020

(US - Pacific)

Materials Design

Machine Learning-directed Navigation of Synthetic Design Space: A Statistical Learning Approach to Controlling the Synthesis of Perovskite Halide Nanoplatelets in the Quantum-confined Regime

San Diego Convention Ctr - 30D

All Sessions