Kuldeep R. Kurte

According to our database, Kuldeep R. Kurte authored at least 28 papers between 2013 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Deep Reinforcement Learning based HVAC Control for Reducing Carbon Footprint of Buildings.

Kuldeep R. Kurte, Kadir Amasyali, Jeffrey Munk, Helia Zandi

Proceedings of the IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2023

Reinforcement-learning-based Smart Water Heater Control: An Actual Deployment.

Kadir Amasyali, Kuldeep R. Kurte, Helia Zandi, Jeffrey Munk

Proceedings of the IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2023

2022

The 15^th ACM SIGSPATIAL International Workshop on Computational Transportation Science (IWCTS 2022), Seattle, WA, USA - November 1, 2022.

Kuldeep R. Kurte, Andy Berres, Haowen Xu

ACM SIGSPATIAL Special, November, 2022

Deep reinforcement learning with online data augmentation to improve sample efficiency for intelligent HVAC control.

Kuldeep R. Kurte, Kadir Amasyali, Jeffrey Munk, Helia Zandi

Proceedings of the 9th ACM International Conference on Systems for Energy-Efficient Buildings, 2022

Generative adversarial networks for ensemble projections of future urban morphology.

Melissa R. Allen-Dumas, Abigail R. Wheelis, Levi T. Sweet-Breu, Joshua Anantharaj, Kuldeep R. Kurte

Proceedings of the 5th ACM SIGSPATIAL International Workshop on Advances in Resilient and Intelligent Cities, 2022

2021

The 14th ACM SIGSPATIAL International Workshop on Computational Transportation Science (IWCTS 2021), Beijing, China: November 2, 2021.

Andy Berres, Kuldeep R. Kurte, Rajesh Paleti

ACM SIGSPATIAL Special, November, 2021

Smoky Mountain Data Challenge 2021: An Open Call to Solve Scientific Data Challenges Using Advanced Data Analytics and Edge Computing.

Pravallika Devineni, Panchapakesan Ganesh, Nikhil Sivadas, Abhijeet Dhakane, Ketan Maheshwari, Drahomira Herrmannova, Ramakrishnan Kannan, Seung-Hwan Lim, Thomas E. Potok, Jordan B. Chipka, Priyantha Mudalige, Mark Coletti, Sajal Dash, Arnab Kumar Paul, Sarp Oral, Feiyi Wang, Bill Kay, Melissa R. Allen-Dumas, Christa Brelsford, Joshua R. New, Andy Berres, Kuldeep R. Kurte, Jibonananda Sanyal, Levi Sweet, Chathika Gunaratne, Maxim A. Ziatdinov, Rama K. Vasudevan, Sergei V. Kalinin, Olivera Kotevska, Jean C. Bilheux, Hassina Z. Bilheux, Garrett E. Granroth, Thomas Proffen, Rick Riedel, Peter F. Peterson, Shruti R. Kulkarni, Kyle P. Kelley, Stephen Jesse, Maryam Parsa

Proceedings of the Driving Scientific and Engineering Discoveries Through the Integration of Experiment, Big Data, and Modeling and Simulation, 2021

Comparative analysis of model-free and model-based HVAC control for residential demand response.

Kuldeep R. Kurte, Kadir Amasyali, Jeffrey Munk, Helia Zandi

Proceedings of the BuildSys '21: The 8th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, Coimbra, Portugal, November 17, 2021

Double Deep Q-Networks for Optimizing Electricity Cost of a Water Heater.

Kadir Amasyali, Kuldeep R. Kurte, Helia Zandi, Jeffrey Munk, Olivera Kotevska, Robert W. Smith

Proceedings of the IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2021

Co-design of Advanced Architectures for Graph Analytics using Machine Learning.

Kuldeep R. Kurte, Neena Imam, Ramakrishnan Kannan, S. M. Shamimul Hasan, Srikanth B. Yoginath

Proceedings of the IEEE International Parallel and Distributed Processing Symposium Workshops, 2021

Design Space Exploration of Emerging Memory Technologies for Machine Learning Applications.

S. M. Shamimul Hasan, Neena Imam, Ramakrishnan Kannan, Srikanth B. Yoginath, Kuldeep R. Kurte

Proceedings of the IEEE International Parallel and Distributed Processing Symposium Workshops, 2021

2020

The 13th ACM SIGSPATIAL International Workshop on Computational Transportation Science (IWCTS 2020): Seattle, WA, USA - November 3, 2020.

Kuldeep R. Kurte, Anne Berres, Srinath Ravulaparthy, Jibonananda Sanyal, Gautam S. Thakur

ACM SIGSPATIAL Special, 2020

Smoky Mountain Data Challenge 2020: An Open Call to Solve Data Problems in the Areas of Neutron Science, Material Science, Urban Modeling and Dynamics, Geophysics, and Biomedical Informatics.

Suzanne Parete-Koon, Peter F. Peterson, Garrett E. Granroth, Wenduo Zhou, Pravallika Devineni, Nouamane Laanait, Junqi Yin, Albina Y. Borisevich, Ketan Maheshwari, Melissa R. Allen-Dumas, Srinath Ravulaparthy, Kuldeep R. Kurte, Jibo Sanyal, Anne Berres, Olivera Kotevska, Folami Alamudun, Keith Gray, Max Grossman, Anar Yusifov, Ioana Danciu, Gil Alterovitz, Dasha Herrmannova

Proceedings of the Driving Scientific and Engineering Discoveries Through the Convergence of HPC, Big Data and AI, 2020

Methodology for Interpretable Reinforcement Learning Model for HVAC Energy Control.

Olivera Kotevska, Jeffrey Munk, Kuldeep R. Kurte, Yan Du, Kadir Amasyali, Robert W. Smith, Helia Zandi

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019

Performance analysis and optimization for scalable deployment of deep learning models for country-scale settlement mapping on Titan supercomputer.

Kuldeep R. Kurte, Jibonananda Sanyal, Anne Berres, Dalton D. Lunga, Mark Coletti, Hsiuhan Lexie Yang, Daniel Graves, Benjamin Liebersohn, Amy N. Rose

Concurr. Comput. Pract. Exp., 2019

Multi-Class Segmentation of Urban Floods from Multispectral Imagery Using Deep Learning.

Abhishek V. Potnis, Rajat C. Shinde, Surya S. Durbha, Kuldeep R. Kurte

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Semantic Framework for Spatial Query Reformulation for Disaster Monitoring Applications.

Kuldeep R. Kurte, Abhishek V. Potnis, Surya S. Durbha, Rajat C. Shinde

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Semantics-enabled Spatio-Temporal Modeling of Earth Observation Data: An application to Flood Monitoring.

Kuldeep R. Kurte, Abhishek Potnis, Surya S. Durbha

Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Advances on Resilient and Intelligent Cities, 2019

A Mobility-Driven Approach to Modeling Building Energy.

Anne Berres, Piljae Im, Kuldeep R. Kurte, Melissa R. Allen-Dumas, Gautam S. Thakur, Jibonananda Sanyal

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018

A Geospatial Ontological Model for Remote Sensing Scene Semantic Knowledge Mining for the Flood Disaster.

Abhishek V. Potnis, Surya S. Durbha, Kuldeep R. Kurte

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017

Semantics-Enabled Framework for Spatial Image Information Mining of Linked Earth Observation Data.

Kuldeep R. Kurte, Surya S. Durbha, Roger L. King, Nicolas H. Younan, Ranga Raju Vatsavai

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

A spatio-temporal ontological model for flood disaster monitoring.

Kuldeep R. Kurte, Surya S. Durbha, Roger L. King, Nicolas H. Younan, Abhishek V. Potnis

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2016

Accelerating Big Data processing chain in Image Information Mining using a hybrid HPC approach.

Kuldeep R. Kurte, Ujwala Bhangale, Surya S. Durbha, Roger L. King, Nicolas H. Younan

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Use of geo-ontology matching to measure the degree of interoperability.

Ujwala Bharambe, Surya S. Durbha, Roger L. King, Nicolas H. Younan, Kuldeep R. Kurte

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Big data processing using hpc for remote sensing disaster data.

Ujwala Bhangale, Kuldeep R. Kurte, Surya S. Durbha, Roger L. King, Nicolas H. Younan

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Spatio-Temporal Ontology for Change Analysis of Flood Affected Areas Using Remote Sensing Images.

Kuldeep R. Kurte, Surya S. Durbha

Proceedings of the Joint Ontology Workshops 2016 Episode 2: The French Summer of Ontology co-located with the 9th International Conference on Formal Ontology in Information Systems (FOIS 2016), 2016

2013

High resolution disaster data clustering using Graphics Processing Units.

Kuldeep R. Kurte, Surya S. Durbha

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Pareto optimization for multiobjective matching of geospatial ontologies.

Ujwala Bharambe, Surya S. Durbha, Kuldeep R. Kurte, Nicolas H. Younan, Roger L. King

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013