Prasanna V. Balachandran
University of Virginia(US)
Publications by Year
Research Areas
Machine Learning in Materials Science, X-ray Diffraction in Crystallography, Magnetic and transport properties of perovskites and related materials, Magnetic properties of thin films, Advanced Condensed Matter Physics
Most-Cited Works
- → Accelerated search for materials with targeted properties by adaptive design(2016)766 cited
- → Active learning in materials science with emphasis on adaptive sampling using uncertainties for targeted design(2019)627 cited
- → Accelerated Discovery of Large Electrostrains in BaTiO3‐Based Piezoelectrics Using Active Learning(2018)366 cited
- → Experimental search for high-temperature ferroelectric perovskites guided by two-step machine learning(2018)281 cited
- → An informatics approach to transformation temperatures of NiTi-based shape memory alloys(2017)264 cited
- → Adaptive Strategies for Materials Design using Uncertainties(2016)224 cited
- → Finding New Perovskite Halides via Machine Learning(2016)202 cited
- → Chemical gradients in human enamel crystallites(2020)188 cited
- → Predictions of new ABO3 perovskite compounds by combining machine learning and density functional theory(2018)180 cited
- → Roadmap on Machine learning in electronic structure(2022)176 cited