Frustrated materials and ferroic glasses

por Lookman, Turab, Ren, Xiaobing
Publicado 2018

What can data science tell us about finding new superconductors?

por Lookman, Turab, Lopez-Bezanilla, Alejandro
Publicado 2022

Classification of octet AB-type binary compounds using dynamical charges: A materials informatics perspective

por Pilania, G., Gubernatis, J. E., Lookman, T.
Publicado 2015

Materials discovery and design: by means of data science and optimal learning

por Lookman, Turab, Eidenbenz, Stephan, Alexander, Frank, Barnes, Cris
Publicado 2018

Experimental search for high-temperature ferroelectric perovskites guided by two-step machine learning

por Balachandran, Prasanna V., Kowalski, Benjamin, Sehirlioglu, Alp, Lookman, Turab
Publicado 2018

International Conference on Pattern Formation in Fluids and Materials : Collective Phenomena in Physics '96

por Lookman, T, Poole, P H, Zinke-Allmang, M T, De Bell, K
Publicado 1997

Materials Prediction via Classification Learning

por Balachandran, Prasanna V., Theiler, James, Rondinelli, James M., Lookman, Turab
Publicado 2015

Optimisation of GaN LEDs and the reduction of efficiency droop using active machine learning

por Rouet-Leduc, Bertrand, Barros, Kipton, Lookman, Turab, Humphreys, Colin J.
Publicado 2016

Learning from data to design functional materials without inversion symmetry

por Balachandran, Prasanna V., Young, Joshua, Lookman, Turab, Rondinelli, James M.
Publicado 2017

Reversibility and criticality in amorphous solids

por Regev, Ido, Weber, John, Reichhardt, Charles, Dahmen, Karin A., Lookman, Turab
Publicado 2015

Adaptive Strategies for Materials Design using Uncertainties

por Balachandran, Prasanna V., Xue, Dezhen, Theiler, James, Hogden, John, Lookman, Turab
Publicado 2016

Machine Learning Strategy for Accelerated Design of Polymer Dielectrics

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

Accelerated search for materials with targeted properties by adaptive design

por Xue, Dezhen, Balachandran, Prasanna V., Hogden, John, Theiler, James, Xue, Deqing, Lookman, Turab
Publicado 2016

Multi-objective Optimization for Materials Discovery via Adaptive Design

por Gopakumar, Abhijith M., Balachandran, Prasanna V., Xue, Dezhen, Gubernatis, James E., Lookman, Turab
Publicado 2018

Machine learning bandgaps of double perovskites

por Pilania, G., Mannodi-Kanakkithodi, A., Uberuaga, B. P., Ramprasad, R., Gubernatis, J. E., Lookman, T.
Publicado 2016

Design of High Temperature Ti-Pd-Cr Shape Memory Alloys with Small Thermal Hysteresis

por Xue, Deqing, Yuan, Ruihao, Zhou, Yumei, Xue, Dezhen, Lookman, Turab, Zhang, Guojun, Ding, Xiangdong, Sun, Jun
Publicado 2016

Accelerated Search for BaTiO(3)‐Based Ceramics with Large Energy Storage at Low Fields Using Machine Learning and Experimental Design

por Yuan, Ruihao, Tian, Yuan, Xue, Dezhen, Xue, Deqing, Zhou, Yumei, Ding, Xiangdong, Sun, Jun, Lookman, Turab
Publicado 2019

Determining Multi‐Component Phase Diagrams with Desired Characteristics Using Active Learning

por Tian, Yuan, Yuan, Ruihao, Xue, Dezhen, Zhou, Yumei, Wang, Yunfan, Ding, Xiangdong, Sun, Jun, Lookman, Turab
Publicado 2020

Three-dimensional imaging of vortex structure in a ferroelectric nanoparticle driven by an electric field

por Karpov, D., Liu, Z., Rolo, T. dos Santos, Harder, R., Balachandran, P. V., Xue, D., Lookman, T., Fohtung, E.
Publicado 2017

Alkali-deficiency driven charged out-of-phase boundaries for giant electromechanical response

por Wu, Haijun, Ning, Shoucong, Waqar, Moaz, Liu, Huajun, Zhang, Yang, Wu, Hong-Hui, Li, Ning, Wu, Yuan, Yao, Kui, Lookman, Turab, Ding, Xiangdong, Sun, Jun, Wang, John, Pennycook, Stephen J.
Publicado 2021