Assistant Professor - Ad hoc

Dr Diksha

Department of Physics

Interests

  • Statistical Physics
  • Fracture, breakdown
  • Machine learning

Education

2016

Kumaun University, Nainital
BSc

2018

Kumaun University, Nainital
MSc

2024

SRM University-AP
PhD

Research Interest

  • Precursory signals of imminent failure in driven disordered systems
  • Machine learning approach in predicting the imminent failure in disordered systems.
  • Time series analysis, Fracture

Awards & Fellowships

  • 2023 - International Travel Grant - DST - SERB
  • 2024 - Best Poster Award – ICMG - III Conference, SRM University-AP

Publications

Journal articles:

  • Prediction of imminent failure using supervised learning in a fiber bundle model, Diksha, S. Biswas, Physical Review E 106(2), 025003 (2022).
    https://doi.org/10.1103/PhysRevE.106.02500
  • Inequality of avalanche sizes in models of fracture, Diksha, S. Kundu, B. K. Chakrabarti, and S. Biswas, Physical Review E 108, 014103 (2023).
    https://doi.org/10.1103/PhysRevE.108.014103
  • Prediction of depinning transition in interface models using Gini and Kolkata indices, Diksha, G. Eswar and S. Biswas, Physical Review E 109, 044113 (2024). https://doi.org/10.1103/PhysRevE.109.044113

Contact Details

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