Publications

  1. CommatSci
    CASM — A Software Package for First-Principles Based Study of Multicomponent Crystalline Solids
    Brian Puchala, John C. Thomas, Anirudh Raju Natarajan, Jon Gabriel Goiri, Sesha Sai Behara, and 2 more authors
    Computational Materials Science Jan 2023
  2. MRL
    Partitioning of Ca to Metastable Precipitates in a Mg-rare Earth Alloy
    Qianying Shi, Anirudh Raju Natarajan, Anton Van der Ven, and John Allison
    Materials Research Letters Mar 2023
  1. ICML
    Cost-Sensitive Experimental Design for Atomistic Modeling
    Chong Liu, Anirudh Raju Natarajan, Derick Evan Ober, Anton Van der Ven, and Yu-Xiang Wang
    In ICML 2022 Workshop on Adaptive Experimental Design and Active Learning in the Real World Mar 2022
  2. PRM
    Order Parameters for Antiferromagnetic Structures: A First-Principles Study of Iridium Manganese
    Flynn Walsh, Anirudh Raju Natarajan, and Anton Van der Ven
    Physical Review Materials Apr 2022
  1. ActaMat
    Six New Transformation Pathways Connecting Simple Crystal Structures and Common Intermetallic Crystal Structures
    Sanjeev Krishna Kolli, Anirudh Raju Natarajan, and Anton Van der Ven
    Acta Materialia Dec 2021
  2. npjCompuMats
    Comparing Crystal Structures with Symmetry and Geometry
    John C. Thomas, Anirudh Raju Natarajan, and Anton Van der Ven
    npj Computational Materials Dec 2021
  1. PRM
    Discovering Hierarchies among Intermetallic Crystal Structures
    Sanjeev Krishna Kolli, Anirudh Raju Natarajan, John C. Thomas, Tresa M. Pollock, and Anton Van der Ven
    Physical Review Materials Nov 2020
  2. ActaMat
    Crystallography, Thermodynamics and Phase Transitions in Refractory Binary Alloys
    Anirudh Raju Natarajan, Pavel Dolin, and Anton Van der Ven
    Acta Materialia Nov 2020
  3. npjCompuMats
    Linking Electronic Structure Calculations to Generalized Stacking Fault Energies in Multicomponent Alloys
    Anirudh Raju Natarajan, and Anton Van der Ven
    npj Computational Materials Dec 2020
  4. CMA
    Scale Bridging Materials Physics: Active Learning Workflows and Integrable Deep Neural Networks for Free Energy Function Representations in Alloys
    G.H. Teichert, A.R. Natarajan, A. Van der Ven, and K. Garikipati
    Computer Methods in Applied Mechanics and Engineering Nov 2020
  1. ChemMater
    Toward an Understanding of Deformation Mechanisms in Metallic Lithium and Sodium from First-Principles
    Anirudh Raju Natarajan, and Anton Van der Ven
    Chemistry of Materials Oct 2019
  2. ActaMat
    Stability and Strain-Driven Evolution of β’ Precipitate in Mg-Y Alloys
    Ellen L.S. Solomon, Anirudh Raju Natarajan, Arunabha Mohan Roy, Veera Sundararaghavan, Anton Van der Ven, and 1 more author
    Acta Materialia Mar 2019
  3. CMA
    Machine Learning Materials Physics: Integrable Deep Neural Networks Enable Scale Bridging by Learning Free Energy Functions
    G.H. Teichert, A.R. Natarajan, A. Van der Ven, and K. Garikipati
    Computer Methods in Applied Mechanics and Engineering Aug 2019
  4. PRB
    Machine Learning the Density Functional Theory Potential Energy Surface for the Inorganic Halide Perovskite CsPbBr 3
    John C. Thomas, Jonathon S. Bechtel, Anirudh Raju Natarajan, and Anton Van der Ven
    Physical Review B Oct 2019
  1. JOM
    PRISMS: An Integrated, Open-Source Framework for Accelerating Predictive Structural Materials Science
    L. K. Aagesen, J. F. Adams, J. E. Allison, W. B. Andrews, V. Araullo-Peters, and 35 more authors
    JOM Oct 2018
  2. PRM
    Crystallography and Substitution Patterns in the Zr O 2 - YTa O 4 System
    Stefan G. Heinze, Anirudh Raju Natarajan, Carlos G. Levi, and Anton Van der Ven
    Physical Review Materials Jul 2018
  3. npjCompuMats
    Machine-Learning the Configurational Energy of Multicomponent Crystalline Solids
    Anirudh Raju Natarajan, and Anton Van der Ven
    npj Computational Materials Dec 2018
  4. PRL
    Connecting the Simpler Structures to Topologically Close-Packed Phases
    Anirudh Raju Natarajan, and Anton Van der Ven
    Physical Review Letters Dec 2018
  5. AnnuRev
    First-Principles Statistical Mechanics of Multicomponent Crystals
    A. Van der Ven, J.C. Thomas, B. Puchala, and A.R. Natarajan
    Annual Review of Materials Research Jul 2018
  1. ActaMat
    Misfit-Driven B’’’ Precipitate Composition and Morphology in Mg-Nd Alloys
    Stephen DeWitt, Ellen L.S. Solomon, Anirudh Raju Natarajan, Vicente Araullo-Peters, Shiva Rudraraju, and 6 more authors
    Acta Materialia Sep 2017
  2. ActaMat
    A Unified Description of Ordering in HCP Mg-RE Alloys
    Anirudh Raju Natarajan, and Anton Van der Ven
    Acta Materialia Feb 2017
  3. PRB
    First-Principles Investigation of Phase Stability in the Mg-Sc Binary Alloy
    Anirudh Raju Natarajan, and Anton Van der Ven
    Physical Review B Jun 2017
  4. PRB
    Symmetry-Adapted Order Parameters and Free Energies for Solids Undergoing Order-Disorder Phase Transitions
    Anirudh Raju Natarajan, John C. Thomas, Brian Puchala, and Anton Van der Ven
    Physical Review B Oct 2017
  5. CommatSci
    A Comparison of Redlich-Kister Polynomial and Cubic Spline Representations of the Chemical Potential in Phase Field Computations
    Gregory H. Teichert, N.S. Harsha Gunda, Shiva Rudraraju, Anirudh Raju Natarajan, Brian Puchala, and 2 more authors
    Computational Materials Science Feb 2017
  1. PRB
    Effects of Strain on the Stability of Tetragonal ZrO 2
    Min-Hua Chen, John C. Thomas, Anirudh Raju Natarajan, and Anton Van der Ven
    Physical Review B Aug 2016
  2. ActaMat
    On the Early Stages of Precipitation in Dilute Mg–Nd Alloys
    Anirudh Raju Natarajan, Ellen L.S. Solomon, Brian Puchala, Emmanuelle A. Marquis, and Anton Van der Ven
    Acta Materialia Apr 2016