
Dr. NARENDRA KUMAR
Lecturer, Physics,
Department of Basic Science
9019821276 | [email protected]
Qualifications
[2018-24] Ph.D. at Theoretical Sciences Unit, Jawaharlal Nehru Centre for Advanced Scientific Research (JNCASR), Bengaluru, India |
Ph.D. Thesis title: Machine-Learning and First-Principles Modelling: From Dielectric Breakdown in Solids to Mechanical Behavior of High-Entropy Alloys |
[2015-18] M.S. (Materials Science) at Chemistry and Physics of Materials Unit, Jawaharlal Nehru Centre for Advanced Scientific Research (JNCASR), Bengaluru, India |
M.S. Thesis title: Machine Learning and Dimensional Analysis Assisted Predictive Models |
[2012-15] B.Sc. (Physics Hons.) at Patna Science College, Patna University |
Subject Expertise
Machine Learning, High-Entropy Alloys, DFT/MD/MC simulations |
Area Of Research
Computational Materials Science |
List Of Publications
(1) Narendra Kumar, Padmini Rajagopalan, Praveen Pankajakshan, Arnab Bhattacharyya, Suchismita Sanyal, Janakiraman Balachandran*, and Umesh V. Waghmare*. Machine Learning Constrained with Dimensional Analysis and Scaling Laws: Simple, Transferable, and Interpretable Models of Materials from Small Datasets. Chemistry of Materials 31, 314-321 (2019). |
(2) Narendra Kumar* and Umesh V. Waghmare. Entropic stabilization and descriptors of structural transformation in high entropy alloys. Acta Materialia 255, 119077 (2023). |
(3) Soumya Sanyal, Arun Kumar Sagotra, Narendra Kumar, Sharad Rathi, Mohana Krishna, Nagesh Somayajula, Duraivelan Palanisamy, Ram R Ratnakar, Suchismita Sanyal, Partha Talukdar, Umesh Waghmare, Janakiraman Balachandran. Potential energy surface prediction of Alumina polymorphs using graph neural network. arXiv preprint arXiv:2301.12059 (2023). |
Google scholar link:
https://scholar.google.com/citations?user=UamvomMAAAAJ&hl=en |
Awards and Honors
CSIR-NET-JRF - Physical sciences (Dec 2015 & Jun 2016) |
JEST 2015 (Physics): AIR 62 |
IIT-JAM 2015 (Physics): AIR 267 |
GATE 2019 (Physics) |
Best poster award at 14th JNCASR Research Conference on Chemistry of Materials-2018 held in Trivandrum, India. |
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10/11/2024 : Assignment 02
Assignment 02
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10/11/2024 : Assignment 01
Assignment 01
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10/11/2024 : Third Class Test-2024 (1st Sem)
Third Class Test-2024 (1st Sem)
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10/11/2024 : Second Class Test-2024 (1st Sem)
Second Class Test-2024 (1st Sem)
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10/11/2024 : First Class Test-2024 (1st Sem)
First Class Test-2024 (1st Sem)