Accelerating materials property predictions using machine learning

por Pilania, Ghanshyam, Wang, Chenchen, Jiang, Xun, Rajasekaran, Sanguthevar, Ramprasad, Ramamurthy
Publicado 2013

Recent advances in computational materials design: methods, applications, algorithms, and informatics

por Pilania, Ghanshyam, Goldsmith, Bryan R., Yoon, Mina, Dongare, Avinash M.
Publicado 2022

Machine Learning Strategy for Accelerated Design of Polymer Dielectrics

por Mannodi-Kanakkithodi, Arun, Pilania, Ghanshyam, Huan, Tran Doan, Lookman, Turab, Ramprasad, Rampi
Publicado 2016

A Deep Neural Network for Accurate and Robust Prediction of the Glass Transition Temperature of Polyhydroxyalkanoate Homo- and Copolymers

por Jiang, Zhuoying, Hu, Jiajie, Marrone, Babetta L., Pilania, Ghanshyam, Yu, Xiong (Bill)
Publicado 2020

A polymer dataset for accelerated property prediction and design

por Huan, Tran Doan, Mannodi-Kanakkithodi, Arun, Kim, Chiho, Sharma, Vinit, Pilania, Ghanshyam, Ramprasad, Rampi
Publicado 2016

Revisiting the Al/Al(2)O(3) Interface: Coherent Interfaces and Misfit Accommodation

por Pilania, Ghanshyam, Thijsse, Barend J., Hoagland, Richard G., Lazić, Ivan, Valone, Steven M., Liu, Xiang-Yang
Publicado 2014

Computational screening of organic polymer dielectrics for novel accelerator technologies

por Pilania, Ghanshyam, Weis, Eric, Walker, Ethan M., Gilbertson, Robert D., Muenchausen, Ross E., Simakov, Evgenya I.
Publicado 2018

Predicting the Mechanical Response of Polyhydroxyalkanoate Biopolymers Using Molecular Dynamics Simulations

por Bejagam, Karteek K., Gupta, Nevin S., Lee, Kwan-Soo, Iverson, Carl N., Marrone, Babetta L., Pilania, Ghanshyam
Publicado 2022

Conference Comments

por Wang, Zhehui, Nikl, Martin, Lucchini, Marco Toliman, Cova, Francesca, Moretti, Federico, Pilania, Ghanshyam, Tamulaitis, Gintautas, Villa, Irene, Zhuravleva, Mariya
Publicado 2023

Biodegradation Studies of Polyhydroxybutyrate and Polyhydroxybutyrate-co-Polyhydroxyvalerate Films in Soil

por Kim, Jihyeon, Gupta, Nevin S., Bezek, Lindsey B., Linn, Jacqueline, Bejagam, Karteek K., Banerjee, Shounak, Dumont, Joseph H., Nam, Sang Yong, Kang, Hyun Woo, Park, Chi Hoon, Pilania, Ghanshyam, Iverson, Carl N., Marrone, Babetta L., Lee, Kwan-Soo
Publicado 2023

Needs, trends, and advances in scintillators for radiographic imaging and tomography

por Wang, Zhehui, Dujardin, Christophe, Freeman, Matthew S., Gehring, Amanda E., Hunter, James F., Lecoq, Paul, Liu, Wei, Melcher, Charles L., Morris, C.L., Nikl, Martin, Pilania, Ghanshyam, Pokharel, Reeju, Robertson, Daniel G., Rutstrom, Daniel J., Sjue, Sky K., Tremsin, Anton S., Watson, S.A., Wiggins, Brenden W., Winch, Nicola M., Zhuravleva, Mariya
Publicado 2022