- Statistical Physics
- Fracture, breakdown
- Machine learning
Experience top of the world living and learning at SRM University-AP
+91-863-2343000
080-6988-6999
Email: admissions@srmap.edu.in
SRM University-AP, Neerukonda,
Mangalagiri Mandal, Guntur District, Andhra Pradesh - 522240
- Precursory signals of imminent failure in driven disordered systems
- Machine learning approach in predicting the imminent failure in disordered systems.
- Time series analysis, Fracture
- 2023 - International Travel Grant - DST - SERB
- 2024 - Best Poster Award – ICMG - III Conference, SRM University-AP
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
- E-mail id: diksha.k@srmap.edu.in