SWATI SINGH

@iitg.ac.in

Doctoral Researcher (Ph.D.), Mechanical Engineering, Prof. S. N. Joshi, Prof. Saurav Goel
Indian Institute of Technology Guwahati

SWATI SINGH


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https://researchid.co/sswati1996
Skilled in utilizing Artificial Intelligence (AI) and Machine Learning (ML) to accelerate the development of advanced materials, particularly high-entropy alloys (HEAs). Dedicated to creating sustainable materials solutions that minimize reliance on Critical and Strategic Raw Materials (C&SRMs), aligning with Net Zero goals.

EDUCATION

Ph.D. - Mechanical Engineering (IIT Guwahati), C.P.I - 9.0
M.Tech - Metallurgical & Materials Engineering (IIT Bhubaneswar), C.G.P.A. – 8.37

RESEARCH, TEACHING, or OTHER INTERESTS

Mechanical Engineering, Materials Science, Metals and Alloys, Artificial Intelligence
99

Scholar Citations

3

Scholar h-index

1

Scholar i10-index

RECENT SCHOLAR PUBLICATIONS

  • Critical raw material-free multi-principal alloy design for a net-zero future
    S Singh, M Bai, A Matthews, S Goel, SN Joshi
    Scientific Reports 15 (1), 3132 , 2025
    2025
    Citations: 9
  • Strain engineering: A sustainable alternative to avoid using strategic and critical raw materials in developing high-performance alloys
    S Singh, M Bai, A Matthews, SN Joshi, S Goel
    Materials Today Advances 24, 100538 , 2024
    2024
    Citations: 6
  • Application of Machine Learning in Exploration of Uncharted Territory of Multi-Principal Element Alloys
    S Singh, S Goel, SN Joshi
    Tuijin Jishu/Journal of Propulsion Technology 45 (03 (2024)) , 2024
    2024
  • Mechanical Property Prediction of High-Entropy Alloys Using Machine Learning Methodology
    S Singh, SN Joshi, S Goel
    International Conference on Mechanical Engineering, 399-407 , 2024
    2024
  • Phase prediction and experimental realisation of a new high entropy alloy using machine learning
    S Singh, NK Katiyar, S Goel, SN Joshi
    Scientific reports 13 (1), 4811 , 2023
    2023
    Citations: 82
  • Data mining to map nutrition value of industrial cheese produced in France
    DT Nguyena, S Singhb, S Goela
    2023
  • Summary of Efforts in Phase Prediction of High Entropy Alloys Using Machine Learning
    S Singh, SN Joshi, S Goel
    North-East Research Conclave, 43-57 , 2022
    2022
    Citations: 2

MOST CITED SCHOLAR PUBLICATIONS

  • Phase prediction and experimental realisation of a new high entropy alloy using machine learning
    S Singh, NK Katiyar, S Goel, SN Joshi
    Scientific reports 13 (1), 4811 , 2023
    2023
    Citations: 82
  • Critical raw material-free multi-principal alloy design for a net-zero future
    S Singh, M Bai, A Matthews, S Goel, SN Joshi
    Scientific Reports 15 (1), 3132 , 2025
    2025
    Citations: 9
  • Strain engineering: A sustainable alternative to avoid using strategic and critical raw materials in developing high-performance alloys
    S Singh, M Bai, A Matthews, SN Joshi, S Goel
    Materials Today Advances 24, 100538 , 2024
    2024
    Citations: 6
  • Summary of Efforts in Phase Prediction of High Entropy Alloys Using Machine Learning
    S Singh, SN Joshi, S Goel
    North-East Research Conclave, 43-57 , 2022
    2022
    Citations: 2
  • Application of Machine Learning in Exploration of Uncharted Territory of Multi-Principal Element Alloys
    S Singh, S Goel, SN Joshi
    Tuijin Jishu/Journal of Propulsion Technology 45 (03 (2024)) , 2024
    2024
  • Mechanical Property Prediction of High-Entropy Alloys Using Machine Learning Methodology
    S Singh, SN Joshi, S Goel
    International Conference on Mechanical Engineering, 399-407 , 2024
    2024
  • Data mining to map nutrition value of industrial cheese produced in France
    DT Nguyena, S Singhb, S Goela
    2023