Publications

The following is a list of my research publications, including journal articles, conference papers, Workshops papers and preprints.

  • A Multi-Objective Optimization Framework for Carbon-Aware Smart Energy Management
    Kundan Kumar
    57th North American Power Symposium (2025)
    Details
  • Advanced Semi-Supervised Learning With Uncertainty Estimation for Phase Identification in Distribution Systems
    Kundan Kumar
    IEEE Power & Energy Society General Meeting (2025)
    Details
  • Bayesian-Optimized Bidirectional Long-Short-Term Memory network for Wind Power Forecasting with Uncertainty Quantification
    Kundan Kumar
    Electric Power Systems Research (under Review) (2025)
    Details
  • Transfer Learning Enhanced Deep Reinforcement Learning for Volt-Var Control in Smart Grids
    Kundan Kumar.
    IEEE (2025)
    Details DOI
  • Bayesian Optimization for Deep Reinforcement Learning for Robust Volt-Var Control
    Kundan Kumar
    IEEE (2024)
    Details DOI
  • Deep Rl-based volt-var control and attack resiliency for der-integrated distribution grids
    Kundan Kumar
    IEEE (2024)
    Details DOI
  • Deep learning and pattern-based methodology for multivariable sensor data regression
    Kundan Kumar
    IEEE International Conference on Machine Learning and Applications (ICMLA) (2024)
    Details DOI
  • Deep value of information estimators for collaborative human-machine information gathering
    Kundan Kumar
    ACM/IEEE 7th International Conference on Cyber-Physical Systems (ICCPS (2016)
    Details DOI
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