Publikationen in Zusammenarbeit mit Forschern von Purdue University (15)

2024

  1. Data-driven autoencoder neural network for onboard BMS Lithium-ion battery degradation prediction

    Journal of Energy Storage, Vol. 82

2023

  1. Direct measurement of internal temperatures of commercially-available 18650 lithium-ion batteries

    Scientific Reports, Vol. 13, Núm. 1

  2. Micromechanical properties and microstructures of AC and DC flash-sintered alumina

    Materials Science and Engineering A, Vol. 866

2022

  1. Artificial intelligence inferred microstructural properties from voltage–capacity curves

    Scientific Reports, Vol. 12, Núm. 1

  2. Grain boundary metal–insulator transitions in polycrystalline LiCoO2

    Journal of Power Sources, Vol. 547

  3. Interfacial and volumetric melting regimes of Sn nanoparticles

    Acta Materialia, Vol. 235

  4. Machine learning of phase diagrams

    Materials Advances, Vol. 3, Núm. 23, pp. 8485-8497

  5. Physics-based, reduced order degradation model of lithium-ion batteries

    Journal of Power Sources, Vol. 545

2021

  1. Data driven analytics of porous battery microstructures

    Energy and Environmental Science, Vol. 14, Núm. 4, pp. 2485-2493

  2. Electric field-induced grain boundary degradation mechanism in yttria stabilized zirconia

    Scripta Materialia, Vol. 204

  3. Field-assisted growth of one-dimensional ZnO nanostructures with high defect density

    Nanotechnology, Vol. 32, Núm. 9

  4. Microstructural phase coexistence kinetics near the polymorphic phase boundary

    Acta Materialia, Vol. 206

  5. Modeling of flash sintering of ionic ceramics

    MRS Bulletin, Vol. 46, Núm. 1, pp. 67-75

  6. Physics-based optimization of Landau parameters for ferroelectrics: Application to BZT-50BCT

    Modelling and Simulation in Materials Science and Engineering, Vol. 29, Núm. 7

  7. Thermodynamically consistent variational principles for charged interfaces

    Acta Materialia, Vol. 205