Gregory H. Teichert

According to our database, Gregory H. Teichert authored at least 6 papers between 2013 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

Bridging scales with Machine Learning: From first principles statistical mechanics to continuum phase field computations to study order disorder transitions in LixCoO2.

Gregory H. Teichert, S. Das, M. Faghih Shojaei, J. Holber, T. Mueller, L. Hung, Vikram Gavini, Krishna C. Garikipati

CoRR, 2023

2022

A heteroencoder architecture for prediction of failure locations in porous metals using variational inference.

Wyatt Bridgman, Xiaoxuan Zhang, Gregory H. Teichert, Mohammad Khalil, Krishna C. Garikipati, Reese E. Jones

CoRR, 2022

2021

mechanoChemML: A software library for machine learning in computational materials physics.

X. Zhang, Gregory H. Teichert, Z. Wang, Matthew Duschenes, Siddhartha Srivastava, A. Sunderarajan, E. Livingston, Krishna C. Garikipati

CoRR, 2021

Li_xCoO₂ phase stability studied by machine learning-enabled scale bridging between electronic structure, statistical mechanics and phase field theories.

Gregory H. Teichert, Sambit Das, Muratahan Aykol, Chirranjeevi Balaji Gopal, Vikram Gavini, Krishna C. Garikipati

CoRR, 2021

2020

Active learning workflows and integrable deep neural networks for representing the free energy functions of alloy.

Gregory H. Teichert, Anirudh Natarajan, Anton Van der Ven, Krishna C. Garikipati

CoRR, 2020

2013

Design and fabrication of a fully-compliant mechanism for control of cellular injection arrays.

Gregory H. Teichert, Brian D. Jensen

Prod. Eng., 2013