Classification and Analysis of Go-Arounds in Commercial Aviation Using ADS-B Data
Kumar, Satvik G., Corrado, Samantha J., Puranik, Tejas G., Mavris, Dimitri N.
Published in Aerospace (01.10.2021)
Published in Aerospace (01.10.2021)
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Journal Article
Attrition Risk and Aircraft Suitability Prediction in U.S. Navy Pilot Training Using Machine Learning
Prasad-Rao, Jubilee, Pinon Fischer, Olivia J, Rowe, Neil C, Williams, Jesse R, Puranik, Tejas G, Mavris, Dimitri N, Natali, Michael W, Tindall, Mitchell J, Atkinson, Beth W
Published in Aerospace (01.04.2023)
Published in Aerospace (01.04.2023)
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Journal Article
Application of structural topic modeling to aviation safety data
Rose, Rodrigo L., Puranik, Tejas G., Mavris, Dimitri N., Rao, Arjun H.
Published in Reliability engineering & system safety (01.08.2022)
Published in Reliability engineering & system safety (01.08.2022)
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Journal Article
Reduced Order Modeling Methods for Aviation Noise Estimation
Behere, Ameya, Rajaram, Dushhyanth, Puranik, Tejas G., Kirby, Michelle, Mavris, Dimitri N.
Published in Sustainability (01.02.2021)
Published in Sustainability (01.02.2021)
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Journal Article
Predicting Airport Runway Configurations for Decision-Support Using Supervised Learning
Puranik, Tejas G., Memarzadeh, Milad, Kalyanam, Krishna M.
Published in 2023 IEEE/AIAA 42nd Digital Avionics Systems Conference (DASC) (01.10.2023)
Published in 2023 IEEE/AIAA 42nd Digital Avionics Systems Conference (DASC) (01.10.2023)
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Conference Proceeding
Machine Learning Approach for Aircraft Performance Model Parameter Estimation for Trajectory Prediction Applications
Rohani, Aida Sharif, Puranik, Tejas G., Kalyanam, Krishna M.
Published in 2023 IEEE/AIAA 42nd Digital Avionics Systems Conference (DASC) (01.10.2023)
Published in 2023 IEEE/AIAA 42nd Digital Avionics Systems Conference (DASC) (01.10.2023)
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Conference Proceeding
Application of Trajectory Clustering for Aircraft Conflict Detection
Madar, Sasha, Puranik, Tejas G., Mavris, Dimitri N.
Published in 2021 IEEE/AIAA 40th Digital Avionics Systems Conference (DASC) (03.10.2021)
Published in 2021 IEEE/AIAA 40th Digital Avionics Systems Conference (DASC) (03.10.2021)
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Conference Proceeding
Aircraft Braking Performance Classification Through Braking Rollout Clustering
Lee, HyunKi, Payan, Alexia P., Anvid, David, Zhang, Wenxin, Puranik, Tejas G., Kirby, Michelle, Mavris, Dimitri N.
Published in 2022 IEEE/AIAA 41st Digital Avionics Systems Conference (DASC) (18.09.2022)
Published in 2022 IEEE/AIAA 41st Digital Avionics Systems Conference (DASC) (18.09.2022)
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Conference Proceeding
Multi-level aircraft feature representation and selection for aviation environmental impact analysis
Gao, Zhenyu, Kampezidou, Styliani I., Behere, Ameya, Puranik, Tejas G., Rajaram, Dushhyanth, Mavris, Dimitri N.
Published in Transportation research. Part C, Emerging technologies (01.10.2022)
Published in Transportation research. Part C, Emerging technologies (01.10.2022)
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Journal Article
A clustering-based quantitative analysis of the interdependent relationship between spatial and energy anomalies in ADS-B trajectory data
Corrado, Samantha J., Puranik, Tejas G., Fischer, Olivia Pinon, Mavris, Dimitri N.
Published in Transportation research. Part C, Emerging technologies (01.10.2021)
Published in Transportation research. Part C, Emerging technologies (01.10.2021)
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Journal Article
Trajectory Clustering within the Terminal Airspace Utilizing a Weighted Distance Function
Samantha J. Corrado, Tejas G. Puranik, Oliva J. Pinon, Dimitri N. Mavris
Published in Proceedings (01.12.2020)
Published in Proceedings (01.12.2020)
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Journal Article
Prediction of aircraft estimated time of arrival using a supervised learning approach
Wells, James Z., Puranik, Tejas G., Kalyanam, Krishna M., Kumar, Manish
Published in IFAC-PapersOnLine (01.01.2023)
Published in IFAC-PapersOnLine (01.01.2023)
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Journal Article
An ODE-Fitting Approach to Estimate Critical Aircraft Performance Parameters for Trajectory Prediction
Puranik, Tejas G, Aida Sharif Rohani, Kalyanam, Krishna M
Published in Aviation Systems Division Website (18.09.2022)
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Published in Aviation Systems Division Website (18.09.2022)
Conference Proceeding
Multi-Class Multiple Instance Learning for Predicting Precursors to Aviation Safety Events
Bleu-Laine, Marc-Henri, Puranik, Tejas G, Mavris, Dimitri N, Matthews, Bryan
Year of Publication 10.03.2021
Year of Publication 10.03.2021
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Journal Article