Yashaswi Karnati - College of Liberal Arts and Sciences, University of Florida

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个人简介

Yashaswi Karnati received the bachelor’s degree in electrical engineering from the Indian Institute of Technology, Dhanbad, and the master’s degree in computer science from the University of Florida, Gainesville, FL, USA, where he is currently pursuing the Ph.D. degree with the Department of Computer and Information Science and Engineering. His current research interests include developing data driven machine learning algorithms for practical applications in intelligent transportation, health care, and climate science.

研究兴趣

论文共 37 篇作者统计合作学者相似作者

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Coordinating Corridors

Yashaswi Karnati,Dhruv Mahajan,Tania Banerjee,Rahul Sengupta, Clay Packard, Ryan Casburn,Nithin Agarwal,Jeremy Dilmore,Anand Rangarajan,Sanjay Ranka

Data Analytics and Machine Learning for Integrated Corridor Managementpp.137-148, (2024)

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Interruption Detection

Yashaswi Karnati,Dhruv Mahajan,Tania Banerjee,Rahul Sengupta, Clay Packard, Ryan Casburn,Nithin Agarwal,Jeremy Dilmore,Anand Rangarajan,Sanjay Ranka

Data Analytics and Machine Learning for Integrated Corridor Managementpp.115-126, (2024)

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MTDT: A Multi-Task Deep Learning Digital Twin

Nooshin Yousefzadeh,Rahul Sengupta,Yashaswi Karnati,Anand Rangarajan,Sanjay Ranka

CoRR (2024)

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Traffic Simulation Frameworks for Data Generation

Yashaswi Karnati,Dhruv Mahajan,Tania Banerjee,Rahul Sengupta, Clay Packard, Ryan Casburn,Nithin Agarwal,Jeremy Dilmore,Anand Rangarajan,Sanjay Ranka

Data Analytics and Machine Learning for Integrated Corridor Managementpp.73-86, (2024)

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Graph Attention Network for Lane-Wise and Topology-Invariant Intersection Traffic Simulation

Nooshin Yousefzadeh,Rahul Sengupta,Yashaswi Karnati,Anand Rangarajan,Sanjay Ranka

arXiv (Cornell University) (2024)

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Estimating Turning Movement Counts

Yashaswi Karnati,Dhruv Mahajan,Tania Banerjee,Rahul Sengupta, Clay Packard, Ryan Casburn,Nithin Agarwal,Jeremy Dilmore,Anand Rangarajan,Sanjay Ranka

Data Analytics and Machine Learning for Integrated Corridor Managementpp.127-136, (2024)

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Modeling Input Output Behavior of Intersection

Yashaswi Karnati,Dhruv Mahajan,Tania Banerjee,Rahul Sengupta, Clay Packard, Ryan Casburn,Nithin Agarwal,Jeremy Dilmore,Anand Rangarajan,Sanjay Ranka

Data Analytics and Machine Learning for Integrated Corridor Managementpp.149-166, (2024)

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Signal Timing Optimization

Yashaswi Karnati,Dhruv Mahajan,Tania Banerjee,Rahul Sengupta, Clay Packard, Ryan Casburn,Nithin Agarwal,Jeremy Dilmore,Anand Rangarajan,Sanjay Ranka

Data Analytics and Machine Learning for Integrated Corridor Managementpp.181-188, (2024)

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Traffic Engineering and Operations Background

Yashaswi Karnati,Dhruv Mahajan,Tania Banerjee,Rahul Sengupta, Clay Packard, Ryan Casburn,Nithin Agarwal,Jeremy Dilmore,Anand Rangarajan,Sanjay Ranka

Data Analytics and Machine Learning for Integrated Corridor Managementpp.13-32, (2024)

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Intersection Detector Diagnostics

Yashaswi Karnati,Dhruv Mahajan,Tania Banerjee,Rahul Sengupta, Clay Packard, Ryan Casburn,Nithin Agarwal,Jeremy Dilmore,Anand Rangarajan,Sanjay Ranka

Data Analytics and Machine Learning for Integrated Corridor Managementpp.87-102, (2024)

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