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List of works by Ghanshyam Pilania

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

scientific article published on 14 December 2020

A Perspective on Materials Informatics: State-of-the-Art and Challenges

A polymer dataset for accelerated property prediction and design

scientific article published on March 2016

Classification of ABO3 perovskite solids: a machine learning study.

scientific article published on 19 September 2015

Communication: Fragment-based Hamiltonian model of electronic charge-excitation gaps and gap closure

scientific article published in November 2015

Machine Learning Strategy for Accelerated Design of Polymer Dielectrics.

scientific article

Machine-Learning-Based Predictive Modeling of Glass Transition Temperatures: A Case of Polyhydroxyalkanoate Homopolymers and Copolymers

scientific article published on 22 November 2019

Molecular dynamics simulations for glass transition temperature predictions of polyhydroxyalkanoate biopolymers

scientific article published on 10 August 2020

Multifidelity Information Fusion with Machine Learning: A Case Study of Dopant Formation Energies in Hafnia

scientific article published on 16 April 2019

Physics-informed machine learning for inorganic scintillator discovery

scientific article published on 01 June 2018

Revisiting the Al/Al₂O₃ interface: coherent interfaces and misfit accommodation.

scientific article published on 27 March 2014

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