Prasanna V Balachandran
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Accelerated search for materials with targeted properties by adaptive design
D Xue, PV Balachandran, J Hogden, J Theiler, D Xue, T Lookman
Nature communications 7 (1), 1-9, 2016
Active learning in materials science with emphasis on adaptive sampling using uncertainties for targeted design
T Lookman, PV Balachandran, D Xue, R Yuan
npj Computational Materials 5 (1), 21, 2019
Accelerated Discovery of Large Electrostrains in BaTiO3‐Based Piezoelectrics Using Active Learning
R Yuan, Z Liu, PV Balachandran, D Xue, Y Zhou, X Ding, J Sun, D Xue, ...
Advanced materials 30 (7), 1702884, 2018
Adaptive strategies for materials design using uncertainties
PV Balachandran, D Xue, J Theiler, J Hogden, T Lookman
Scientific reports 6 (1), 1-9, 2016
Experimental search for high-temperature ferroelectric perovskites guided by two-step machine learning
PV Balachandran, B Kowalski, A Sehirlioglu, T Lookman
Nature communications 9 (1), 1668, 2018
An informatics approach to transformation temperatures of NiTi-based shape memory alloys
D Xue, D Xue, R Yuan, Y Zhou, PV Balachandran, X Ding, J Sun, ...
Acta Materialia 125, 532-541, 2017
Predictions of new perovskite compounds by combining machine learning and density functional theory
PV Balachandran, AA Emery, JE Gubernatis, T Lookman, C Wolverton, ...
Physical Review Materials 2 (4), 043802, 2018
Effect of interfacial octahedral behavior in ultrathin manganite films
EJ Moon, PV Balachandran, BJ Kirby, DJ Keavney, RJ Sichel-Tissot, ...
Nano letters 14 (5), 2509-2514, 2014
Finding new perovskite halides via machine learning
G Pilania, PV Balachandran, C Kim, T Lookman
Frontiers in Materials 3, 19, 2016
Accelerated search for BaTiO3-based piezoelectrics with vertical morphotropic phase boundary using Bayesian learning
D Xue, PV Balachandran, R Yuan, T Hu, X Qian, ER Dougherty, ...
Proceedings of the National Academy of Sciences 113 (47), 13301-13306, 2016
Multi-objective optimization for materials discovery via adaptive design
AM Gopakumar, PV Balachandran, D Xue, JE Gubernatis, T Lookman
Scientific reports 8 (1), 3738, 2018
Identifying the ‘inorganic gene’for high-temperature piezoelectric perovskites through statistical learning
PV Balachandran, SR Broderick, K Rajan
Proceedings of the Royal Society A: Mathematical, Physical and Engineering …, 2011
Statistical inference and adaptive design for materials discovery
T Lookman, PV Balachandran, D Xue, J Hogden, J Theiler
Current Opinion in Solid State and Materials Science 21 (3), 121-128, 2017
Chemical gradients in human enamel crystallites
KA DeRocher, PJM Smeets, BH Goodge, MJ Zachman, PV Balachandran, ...
Nature 583 (7814), 66-71, 2020
Interplay of octahedral rotations and breathing distortions in charge-ordering perovskite oxides
PV Balachandran, JM Rondinelli
Physical Review B 88, 054101, 2013
Polarization screening-induced magnetic phase gradients at complex oxide interfaces
SR Spurgeon, PV Balachandran, DM Kepaptsoglou, AR Damodaran, ...
Nature communications 6 (1), 6735, 2015
Crystal-Chemistry Guidelines for Noncentrosymmetric A2BO4 Ruddlesden−Popper Oxides
PV Balachandran, D Puggioni, JM Rondinelli
Inorganic chemistry 53 (1), 336-348, 2014
Materials prediction via classification learning
PV Balachandran, J Theiler, JM Rondinelli, T Lookman
Scientific reports 5 (1), 13285, 2015
Three-dimensional imaging of vortex structure in a ferroelectric nanoparticle driven by an electric field
D Karpov, Z Liu, TS Rolo, R Harder, PV Balachandran, D Xue, T Lookman, ...
Nature communications 8 (1), 280, 2017
Optimal experimental design for materials discovery
R Dehghannasiri, D Xue, PV Balachandran, MR Yousefi, LA Dalton, ...
Computational Materials Science 129, 311-322, 2017
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