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Energy and Environment Directorate

Milan Jain

Pacific Northwest National Laboratory
PO Box 999
Richland, WA 99352
(509) 371-7218

PNNL Publications


  • Wan H., S. Ganguli, N. Mohankumar, M. Jain, K.D. Wilson, and D.M. Anderson. 2024. "Projected income data under different shared socioeconomic pathways for Washington state." Scientific Data 11. PNNL-SA-189062. doi:10.1038/s41597-023-02906-5


  • Ghosh S., M. Jain, H. Lee, and K.J. Roche. 2023. Proxy Applications for Converged Workloads: DMC LDRD Initiative. PNNL-34841. Richland, WA: Pacific Northwest National Laboratory. Proxy Applications for Converged Workloads: DMC LDRD Initiative
  • Jain M., X. Sun, S. Datta, and A. Somani. 2023. "A Machine Learning Framework to Deconstruct the Primary Drivers for Electricity Market Price Events." In IEEE Power & Energy Society General Meeting (PESGM 2023), July 16-20, 2023, Orlando, FL, 1-5. Piscataway, New Jersey:IEEE. PNNL-SA-179891. doi:10.1109/PESGM52003.2023.10252752
  • Wan H., S. Ganguli, M. Jain, D.M. Anderson, N. Mohankumar, and K.D. Wilson. 2023. "Areal interpolation of population projections consistent with different SSPs from 1-km resolution to block level based on USA Structures dataset." Computers, Environment and Urban Systems 105. PNNL-SA-182505. doi:10.1016/j.compenvurbsys.2023.102024


  • Lee H., M. Jain, and S. Ghosh. 2022. "Sparse Deep Neural Network Inference using different Programming Models." In IEEE High Performance Extreme Computing Conference (HPEC 2022), September 19-23, 2022, Waltham, MA, 1-6. Piscataway, New Jersey:IEEE. PNNL-SA-175380. doi:10.1109/HPEC55821.2022.9926362


  • Jain M., K. Gupta, A. Visweswara Sathanur, V. Chandan, and M. Halappanavar. 2021. "Transfer-Learnt Energy Models for Predicting Electricity Consumption in Buildings with Limited and Sparse Field Data." In American Control Conference (ACC 2021), May 25-28, 2021, New Orleans, LA, 2887-2894. Piscataway, New Jersey:IEEE. PNNL-SA-156692. doi:10.23919/ACC50511.2021.9483228
  • Jain M., S. Kundu, A. Bhattacharya, S. Huang, V. Chandan, N. Radhakrishnan, and V.A. Adetola, et al. 2021. "Occupancy-Driven Stochastic Decision Framework for Ranking Commercial Building Loads." In Proceedings of the American Control Conference (ACC 2021), May 25-28, 2021, Virtual, New Orleans, LA, 2021, 4171 - 4177. Piscataway, New Jersey:IEEE. PNNL-SA-156937. doi:10.23919/ACC50511.2021.9482639


Energy and Environment

Core Research Areas