Kuldeep R. Kurte

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 27

Top Topics

International Workshop

Reinforcement Learning

Data Processing

Top Venues

ACM SIGSPATIAL Special

Publications

Kuldeep R. Kurte, Kadir Amasyali, Jeffrey Munk, Helia Zandi
Deep Reinforcement Learning based HVAC Control for Reducing Carbon Footprint of Buildings. ISGT (2023)
Kadir Amasyali, Kuldeep R. Kurte, Helia Zandi, Jeffrey Munk
Reinforcement-learning-based Smart Water Heater Control: An Actual Deployment. ISGT (2023)
Kuldeep R. Kurte, Kadir Amasyali, Jeffrey Munk, Helia Zandi
Deep reinforcement learning with online data augmentation to improve sample efficiency for intelligent HVAC control. BuildSys@SenSys (2022)
Melissa R. Allen-Dumas, Abigail R. Wheelis, Levi T. Sweet-Breu, Joshua Anantharaj, Kuldeep R. Kurte
Generative adversarial networks for ensemble projections of future urban morphology. ARIC@SIGSPATIAL (2022)
Kuldeep R. Kurte, Andy Berres, Haowen Xu
ACM SIGSPATIAL International Workshop on Computational Transportation Science (IWCTS 2022), Seattle, WA, USA - November 1, 2022. ACM SIGSPATIAL Special 14 (1) (2022)
Kuldeep R. Kurte, Neena Imam, Ramakrishnan Kannan, S. M. Shamimul Hasan, Srikanth B. Yoginath
Co-design of Advanced Architectures for Graph Analytics using Machine Learning. IPDPS Workshops (2021)
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
Smoky Mountain Data Challenge 2021: An Open Call to Solve Scientific Data Challenges Using Advanced Data Analytics and Edge Computing. SMC (2021)
Andy Berres, Kuldeep R. Kurte, Rajesh Paleti
The 14th ACM SIGSPATIAL International Workshop on Computational Transportation Science (IWCTS 2021), Beijing, China: November 2, 2021. ACM SIGSPATIAL Special 13 (3) (2021)
Kuldeep R. Kurte, Kadir Amasyali, Jeffrey Munk, Helia Zandi
Comparative analysis of model-free and model-based HVAC control for residential demand response. BuildSys@SenSys (2021)
S. M. Shamimul Hasan, Neena Imam, Ramakrishnan Kannan, Srikanth B. Yoginath, Kuldeep R. Kurte
Design Space Exploration of Emerging Memory Technologies for Machine Learning Applications. IPDPS Workshops (2021)
Andy Berres, Kuldeep R. Kurte, Rajesh Paleti
The 14th ACM SIGSPATIAL International Workshop on Computational Transportation Science (IWCTS 2021), Beijing, China: November 2, 2021. ACM SIGSPATIAL Special 13 (2021)
Kadir Amasyali, Kuldeep R. Kurte, Helia Zandi, Jeffrey Munk, Olivera Kotevska, Robert W. Smith
Double Deep Q-Networks for Optimizing Electricity Cost of a Water Heater. ISGT (2021)
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
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. SMC (2020)
Kuldeep R. Kurte, Anne Berres, Srinath Ravulaparthy, Jibonananda Sanyal, Gautam S. Thakur
The 13th ACM SIGSPATIAL International Workshop on Computational Transportation Science (IWCTS 2020): Seattle, WA, USA - November 3, 2020. ACM SIGSPATIAL Special 12 (3) (2020)
Olivera Kotevska, Jeffrey Munk, Kuldeep R. Kurte, Yan Du, Kadir Amasyali, Robert W. Smith, Helia Zandi
Methodology for Interpretable Reinforcement Learning Model for HVAC Energy Control. IEEE BigData (2020)
Kuldeep R. Kurte, Abhishek V. Potnis, Surya S. Durbha, Rajat C. Shinde
Semantic Framework for Spatial Query Reformulation for Disaster Monitoring Applications. IGARSS (2019)
Abhishek V. Potnis, Rajat C. Shinde, Surya S. Durbha, Kuldeep R. Kurte
Multi-Class Segmentation of Urban Floods from Multispectral Imagery Using Deep Learning. IGARSS (2019)
Anne Berres, Piljae Im, Kuldeep R. Kurte, Melissa R. Allen-Dumas, Gautam S. Thakur, Jibonananda Sanyal
A Mobility-Driven Approach to Modeling Building Energy. IEEE BigData (2019)
Kuldeep R. Kurte, Jibonananda Sanyal, Anne Berres, Dalton D. Lunga, Mark Coletti, Hsiuhan Lexie Yang, Daniel Graves, Benjamin Liebersohn, Amy N. Rose
Performance analysis and optimization for scalable deployment of deep learning models for country-scale settlement mapping on Titan supercomputer. Concurr. Comput. Pract. Exp. 31 (20) (2019)
Kuldeep R. Kurte, Abhishek Potnis, Surya S. Durbha
Semantics-enabled Spatio-Temporal Modeling of Earth Observation Data: An application to Flood Monitoring. ARIC@SIGSPATIAL (2019)
Abhishek V. Potnis, Surya S. Durbha, Kuldeep R. Kurte
A Geospatial Ontological Model for Remote Sensing Scene Semantic Knowledge Mining for the Flood Disaster. IGARSS (2018)
Kuldeep R. Kurte, Surya S. Durbha, Roger L. King, Nicolas H. Younan, Ranga Raju Vatsavai
Semantics-Enabled Framework for Spatial Image Information Mining of Linked Earth Observation Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10 (1) (2017)
Kuldeep R. Kurte, Surya S. Durbha, Roger L. King, Nicolas H. Younan, Abhishek V. Potnis
A spatio-temporal ontological model for flood disaster monitoring. IGARSS (2017)
Kuldeep R. Kurte, Ujwala M. Bhangale, Surya S. Durbha, Roger L. King, Nicolas H. Younan
Accelerating Big Data processing chain in Image Information Mining using a hybrid HPC approach. IGARSS (2016)
Ujwala Bharambe, Surya S. Durbha, Roger L. King, Nicolas H. Younan, Kuldeep R. Kurte
Use of geo-ontology matching to measure the degree of interoperability. IGARSS (2016)
Ujwala M. Bhangale, Kuldeep R. Kurte, Surya S. Durbha, Roger L. King, Nicolas H. Younan
Big data processing using hpc for remote sensing disaster data. IGARSS (2016)
Kuldeep R. Kurte, Surya S. Durbha
Spatio-Temporal Ontology for Change Analysis of Flood Affected Areas Using Remote Sensing Images. JOWO@FOIS (2016)
Kuldeep R. Kurte, Surya S. Durbha
High resolution disaster data clustering using Graphics Processing Units. IGARSS (2013)
Ujwala Bharambe, Surya S. Durbha, Kuldeep R. Kurte, Nicolas H. Younan, Roger L. King
Pareto optimization for multiobjective matching of geospatial ontologies. IGARSS (2013)