Deep Reinforcement Learning for Autonomous Water Heater Control
Amasyali, Kadir, Munk, Jeffrey, Kurte, Kuldeep, Kuruganti, Teja, Zandi, Helia
Published in Buildings (Basel) (01.11.2021)
Published in Buildings (Basel) (01.11.2021)
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Journal Article
Semantics-Enabled Framework for Spatial Image Information Mining of Linked Earth Observation Data
Kurte, Kuldeep R., Durbha, Surya S., King, Roger L., Younan, Nicolas H., Vatsavai, Rangaraju
Published in IEEE journal of selected topics in applied earth observations and remote sensing (01.01.2017)
Published in IEEE journal of selected topics in applied earth observations and remote sensing (01.01.2017)
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Journal Article
Performance analysis and optimization for scalable deployment of deep learning models for country‐scale settlement mapping on Titan supercomputer
Kurte, Kuldeep, Sanyal, Jibonananda, Berres, Anne, Lunga, Dalton, Coletti, Mark, Yang, Hsiuhan Lexie, Graves, Daniel, Liebersohn, Benjamin, Rose, Amy
Published in Concurrency and computation (25.10.2019)
Published in Concurrency and computation (25.10.2019)
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Journal Article
Semantics and High Performance Computing Driven Approaches for Enhanced Exploitation of Earth Observation (EO) Data: State of the Art
Durbha, Surya S., Kurte, Kuldeep R., Bhangale, Ujwala
Published in National Academy of Sciences, India. Proceedings. Section A. Physical Sciences (01.12.2017)
Published in National Academy of Sciences, India. Proceedings. Section A. Physical Sciences (01.12.2017)
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Journal Article
Conference Proceeding
Intelligent multi-zone residential HVAC control strategy based on deep reinforcement learning
Du, Yan, Zandi, Helia, Kotevska, Olivera, Kurte, Kuldeep, Munk, Jeffery, Amasyali, Kadir, Mckee, Evan, Li, Fangxing
Published in Applied energy (01.01.2021)
Published in Applied energy (01.01.2021)
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Journal Article
Multi-task deep reinforcement learning for intelligent multi-zone residential HVAC control
Du, Yan, Li, Fangxing, Munk, Jeffrey, Kurte, Kuldeep, Kotevska, Olivera, Amasyali, Kadir, Zandi, Helia
Published in Electric power systems research (01.03.2021)
Published in Electric power systems research (01.03.2021)
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Journal Article
Multi-Class Segmentation of Urban Floods from Multispectral Imagery Using Deep Learning
Potnis, Abhishek V., Shinde, Rajat C., Durbha, Surya S., Kurte, Kuldeep R.
Published in IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium (01.07.2019)
Published in IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium (01.07.2019)
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Conference Proceeding
Semantic Framework for Spatial Query Reformulation for Disaster Monitoring Applications
Kurte, Kuldeep R., Potnis, Abhishek V., Durbha, Surya S., Shinde, Rajat C.
Published in IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium (01.07.2019)
Published in IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium (01.07.2019)
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Conference Proceeding
Intelligent multi-zone residential HVAC control strategy based on deep reinforcement learning
Du, Yan, Zandi, Helia, Kotevska, Olivera, Kurte, Kuldeep, Munk, Jeffery, Amasyali, Kadir, Mckee, Evan, Li, Fangxing
Published in Applied energy (05.11.2020)
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Published in Applied energy (05.11.2020)
Journal Article
Evaluating the Adaptability of Reinforcement Learning Based HVAC Control for Residential Houses
Kurte, Kuldeep, Munk, Jeffrey, Kotevska, Olivera, Amasyali, Kadir, Smith, Robert, McKee, Evan, Du, Yan, Cui, Borui, Kuruganti, Teja, Zandi, Helia
Published in Sustainability (18.09.2020)
Published in Sustainability (18.09.2020)
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Journal Article
Multi-task deep reinforcement learning for intelligent multi-zone residential HVAC control
Du, Yan, Li, Fangxing, Munk, Jeffrey, Kurte, Kuldeep, Kotevska, Olivera, Amasyali, Kadir, Zandi, Helia
Published in Electric power systems research (19.11.2020)
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Published in Electric power systems research (19.11.2020)
Journal Article
A Bayesian model for multivariate discrete data using spatial and expert information with application to inferring building attributes
Krapu, Christopher, Hayes, Nolan, Stewart, Robert, Kurte, Kuldeep, Rose, Amy, Sorokine, Alex, Urban, Marie
Published in Spatial statistics (01.06.2023)
Published in Spatial statistics (01.06.2023)
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Journal Article
High-Performance Computing Based EMT Simulation of Large PV or Hybrid PV Plants
Debnath, Suman, Choi, Jongchan, Hughes, Harry, Kurte, Kuldeep, Marthi, Phani, Hahn, Steven
Published in 2023 IEEE Power & Energy Society General Meeting (PESGM) (16.07.2023)
Published in 2023 IEEE Power & Energy Society General Meeting (PESGM) (16.07.2023)
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Conference Proceeding
Regional-scale Spatio-Temporal Analysis of Impacts of Weather on Traffic Speed in Chicago using Probe Data
Kurte, Kuldeep, Ravulaparthy, Srinath, Berres, Anne, Allen, Melissa, Sanyal, Jibonananda
Published in Procedia computer science (01.01.2019)
Published in Procedia computer science (01.01.2019)
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Journal Article
Conference Proceeding