1 📚 Selected Publications

📝 Journal Papers

1. Kundan Kumar, Gelli Ravikumar
   Physics-based Deep Reinforcement Learning for Grid-Resilient Volt-VAR Control (Under Review)
   IEEE Transactions on Smart Grid, 2025
   Paper Code Poster

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🎤 Conference Papers

Page 1

1. Kundan Kumar, Kumar Utkarsh, Wang Jiyu and Padullaparti Harsha Advanced Semi-Supervised Learning With Uncertainty Estimation for Phase Identification in Distribution Systems

IEEE PES General Meeting, 2025
Paper Code Poster

2. Kundan Kumar, Gelli Ravikumar
   Transfer Learning Enhanced Deep Reinforcement Learning for Volt-Var Control in Smart Grids
   IEEE PES Grid Edge Technologies Conference & Exposition, 2025
   Paper Code Poster

3. Kundan Kumar, Aditya Akilesh Mantha, Gelli Ravikumar
   Bayesian Optimization for Deep Reinforcement Learning in Robust Volt-Var Control
   IEEE PES General Meeting, 2024
   Paper Code Poster

4. Kundan Kumar, Gelli Ravikumar
   Deep RL-based Volt-VAR Control and Attack Resiliency for DER-integrated Distribution Grids
   IEEE ISGT, 2024
   Paper Code Poster

Page 2

5. JK Francis, C Kumar, J Herrera-Gerena, Kundan Kumar, MJ Darr
   Deep Learning and Pattern-based Methodology for Multivariable Sensor Data Regression
   IEEE ICMLA, 2022
   Paper Code Poster

6. Kin Gwn Lore, Nicholas Sweet, Kundan Kumar, N Ahmed, S Sarkar
   Deep Value of Information Estimators for Collaborative Human-Machine Information Gathering
   ACM/IEEE ICCPS, 2016
   Paper Code Poster

🎤 Conference Papers

1.0.1 📄 Page 1

1. Kundan Kumar, Gelli Ravikumar
   Transfer Learning Enhanced Deep Reinforcement Learning for Volt-Var Control in Smart Grids
   IEEE PES Grid Edge Technologies Conference & Exposition, 2025
   Paper Code Poster

2. Kundan Kumar, Aditya Akilesh Mantha, Gelli Ravikumar
   Bayesian Optimization for Deep Reinforcement Learning in Robust Volt-Var Control
   IEEE PES General Meeting, 2024
   Paper Code Poster

3. Kundan Kumar, Gelli Ravikumar
   Deep RL-based Volt-VAR Control and Attack Resiliency for DER-integrated Distribution Grids
   IEEE ISGT, 2024
   Paper Code Poster

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1.0.2 📄 Page 2

4. JK Francis, C Kumar, J Herrera-Gerena, Kundan Kumar, MJ Darr
   Deep Learning and Pattern-based Methodology for Multivariable Sensor Data Regression
   IEEE ICMLA, 2022
   Paper Code Poster

5. Kin Gwn Lore, Nicholas Sweet, Kundan Kumar, N Ahmed, S Sarkar
   Deep Value of Information Estimators for Collaborative Human-Machine Information Gathering
   ACM/IEEE ICCPS, 2016
   Paper Code Poster

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