Tejas G. Puranik

Tejas G. Puranik

Georgia Institute of Technology

H-index: 19

North America-United States

About Tejas G. Puranik

Tejas G. Puranik, With an exceptional h-index of 19 and a recent h-index of 18 (since 2020), a distinguished researcher at Georgia Institute of Technology, specializes in the field of Aviation Safety, Air Traffic Management, General Aviation, Aviation Sustainability, Machine Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Predicting Air Traffic Management Initiatives using Machine Learning

Predicting airport runway configurations for decision-support using supervised learning

Airport runway configuration management with offline model-free reinforcement learning

Machine Learning Approach for the Evaluation of Degraded Wheel Braking Performance on Contaminated Runways

Attrition Risk and Aircraft Suitability Prediction in US Navy Pilot Training Using Machine Learning

Prediction of aircraft estimated time of arrival using a supervised learning approach

Prediction of critical aircraft performance model parameters from historical flight data

Machine Learning Approach for Aircraft Performance Model Parameter Estimation for Trajectory Prediction Applications

Tejas G. Puranik Information

University

Position

Research Engineer II

Citations(all)

953

Citations(since 2020)

918

Cited By

247

hIndex(all)

19

hIndex(since 2020)

18

i10Index(all)

31

i10Index(since 2020)

30

Email

University Profile Page

Georgia Institute of Technology

Google Scholar

View Google Scholar Profile

Tejas G. Puranik Skills & Research Interests

Aviation Safety

Air Traffic Management

General Aviation

Aviation Sustainability

Machine Learning

Top articles of Tejas G. Puranik

Title

Journal

Author(s)

Publication Date

Predicting Air Traffic Management Initiatives using Machine Learning

Manoj Agrawal

Tejas G Puranik

Krishnamoorthy Kalyanam

Kelly Mulholland

Richard Tan

2024

Predicting airport runway configurations for decision-support using supervised learning

Tejas G Puranik

Milad Memarzadeh

Krishna M Kalyanam

2023/10/1

Airport runway configuration management with offline model-free reinforcement learning

Milad Memarzadeh

Tejas G Puranik

Krishna M Kalyanam

Wes Ryan

2023

Machine Learning Approach for the Evaluation of Degraded Wheel Braking Performance on Contaminated Runways

HyunKi Lee

Wenxin Zhang

Tejas G Puranik

David Anvid

Alexia P Payan

...

2023/8/1

Attrition Risk and Aircraft Suitability Prediction in US Navy Pilot Training Using Machine Learning

Aerospace

Jubilee Prasad-Rao

Olivia J Pinon Fischer

Neil C Rowe

Jesse R Williams

Tejas G Puranik

...

2023/4/19

Prediction of aircraft estimated time of arrival using a supervised learning approach

IFAC-PapersOnLine

James Z Wells

Tejas G Puranik

Krishna M Kalyanam

Manish Kumar

2023/1/1

Prediction of critical aircraft performance model parameters from historical flight data

Alicia Fernandes

Dan Wesely

Tejas G Puranik

Aida Sharif Rohani

Krishna M Kalyanam

...

2023

Machine Learning Approach for Aircraft Performance Model Parameter Estimation for Trajectory Prediction Applications

Aida Sharif Rohani

Tejas G Puranik

Krishna M Kalyanam

2023/10/1

Probabilistic representatives mining (prem): A clustering method for distributional data reduction

AIAA Journal

Zhenyu Gao

Tejas G Puranik

Dimitri N Mavris

2022/4

Multiclass multiple-instance learning for predicting precursors to aviation safety events

Journal of Aerospace Information Systems

Marc-Henri Bleu Laine

Tejas G Puranik

Dimitri N Mavris

Bryan Matthews

2022/1

Application of isolation forest for detection of energy anomalies in ADS-B trajectory data

Satvik G Kumar

Samantha J Corrado

Tejas G Puranik

Dimitri N Mavris

2022

Minimax and multi-criteria selection of representative model portfolios for complex systems analysis

AIAA Journal

Zhenyu Gao

Yongchang Li

Tejas G Puranik

Dimitri N Mavris

2022/3

Multi-level aircraft feature representation and selection for aviation environmental impact analysis

Elsevier Transportation Research Part C

Zhenyu Gao

Styliani I. Kampezidou

Ameya Behere

Tejas G. Puranik

Dushhyanth Rajaram

...

2022/8/4

Air transportation encounters inflationary headwinds on its recovery from pandemic

Aerospace America

Tejas G Puranik

Priyank Pradeep

Syed AM Shihab

2022

Aircraft Braking Performance Classification Through Braking Rollout Clustering

HyunKi Lee

Alexia P Payan

David Anvid

Wenxin Zhang

Tejas G Puranik

...

2022/9/18

Sensitivity Analysis of Predictive Machine Learning Models to Aircraft Dynamics During Flare Maneuver

HyunKi Lee

Tejas G Puranik

Dimitri N Mavris

2022

An ODE-fitting approach to estimate critical aircraft performance parameters for trajectory prediction

Tejas G Puranik

Aida Sharif Rohani

Krishna M Kalyanam

2022/9/18

Comparative Assessment of AEDT Noise Modeling Assumptions Using Real-World Data

Mayank V Bendarkar

Jirat Bhanpato

Tejas G Puranik

Michelle Kirby

Dimitri N Mavris

2022

Application of structural topic modeling to aviation safety data

Reliability Engineering & System Safety

Rodrigo L Rose

Tejas G Puranik

Dimitri N Mavris

Arjun H Rao

2022/8/1

Noise Model Validation using Real World Operations Data

Ana B Gabrielian

Tejas G Puranik

Mayank V Bendarkar

Michelle Kirby

Dimitri Mavris

...

2021

See List of Professors in Tejas G. Puranik University(Georgia Institute of Technology)

Co-Authors

H-index: 49
Dimitri N. Mavris

Dimitri N. Mavris

Georgia Institute of Technology

H-index: 16
Olivia J. Pinon Fischer, Ph.D.

Olivia J. Pinon Fischer, Ph.D.

Georgia Institute of Technology

H-index: 13
Hernando Jimenez

Hernando Jimenez

Georgia Institute of Technology

H-index: 11
Dushhyanth Rajaram

Dushhyanth Rajaram

Georgia Institute of Technology

H-index: 10
Mayank Bendarkar

Mayank Bendarkar

Georgia Institute of Technology

H-index: 9
Ameya Behere

Ameya Behere

Georgia Institute of Technology

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