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1

Towards online prediction of safety-critical landing metrics in aviation using supervised machine learning

Puranik, Tejas G., Rodriguez, Nicolas, Mavris, Dimitri N.

Journal:

Transportation Research Part C: Emerging Technologies

Year:

2020

File:

PDF, 1.94 MB

2020

2

Randomized Algorithms for Non-Intrusive Parametric Reduced Order Modeling

Rajaram, Dushhyanth, Perron, Christian, Puranik, Tejas G., Mavris, Dimitri N.

Journal:

Year:

2020

File:

PDF, 5.13 MB

2020

3

[American Institute of Aeronautics and Astronautics AIAA Scitech 2020 Forum - Orlando, FL ()] AIAA Scitech 2020 Forum - Application of Machine Learning Techniques to Parameter Selection for Flight Risk Identification

Mangortey, Eugene, Monteiro, Dylan, Ackley, Jamey, Gao, Zhenyu, Puranik, Tejas G., Kirby, Michelle, Pinon-Fischer, Olivia J., Mavris, Dimitri N.

File:

PDF, 12.25 MB

4

Aircraft Performance Model Calibration and Validation for General Aviation Safety Analysis

Puranik, Tejas, Harrison, Evan, Chakraborty, Imon, Mavris, Dimitri

Journal:

Journal of Aircraft

Year:

2020

File:

PDF, 2.09 MB

2020

5

[American Institute of Aeronautics and Astronautics AIAA Scitech 2020 Forum - Orlando, FL ()] AIAA Scitech 2020 Forum - An Application of DBSCAN Clustering for Flight Anomaly Detection During the Approach Phase

Sheridan, Kevin, Puranik, Tejas G., Mangortey, Eugene, Pinon-Fischer, Olivia J., Kirby, Michelle, Mavris, Dimitri N.

File:

PDF, 4.22 MB

6

[American Institute of Aeronautics and Astronautics AIAA Aviation 2019 Forum - Dallas, Texas ()] AIAA Aviation 2019 Forum - Predicting The Occurrence of Weather And Volume Related Ground Delay Programs

Mangortey, Eugene, Pinon-Fischer, Olivia J., Puranik, Tejas G., Mavris, Dimitri N.

Language:

english

File:

PDF, 969 KB

english

7

[American Institute of Aeronautics and Astronautics 17th AIAA Aviation Technology, Integration, and Operations Conference - Denver, Colorado ()] 17th AIAA Aviation Technology, Integration, and Operations Conference - Integrated Sizing and Multi-objective Optimization of Aircraft and Subsystem Architectures in Early Design

Rajaram, Dushhyanth, Cai, Yu, Puranik, Tejas G., Chakraborty, Imon, Mavris, Dimitri N.

Language:

english

File:

PDF, 1.73 MB

english

8

Anomaly Detection in General-Aviation Operations Using Energy Metrics and Flight-Data Records

Puranik, Tejas G., Mavris, Dimitri N.

Journal:

Journal of Aerospace Information Systems

Year:

2017

Language:

english

File:

PDF, 2.00 MB

english, 2017

9

Critical Parameter Identification for Safety Events in Commercial Aviation Using Machine Learning

Lee, HyunKi, Madar, Sasha, Sairam, Santusht, Puranik, Tejas G., Payan, Alexia P., Kirby, Michelle, Pinon, Olivia J., Mavris, Dimitri N.

Journal:

Year:

2020

File:

PDF, 1002 KB

2020

10

[American Institute of Aeronautics and Astronautics AIAA AVIATION 2020 FORUM - VIRTUAL EVENT ()] AIAA AVIATION 2020 FORUM - Aircraft Landing and Takeoff Operations Clustering for Efficient Environmental Impact Assessment

Behere, Ameya, Isakson, Loren, Puranik, Tejas G., Li, Yongchang, Kirby, Michelle, Mavris, Dimitri

File:

PDF, 815 KB

11

[American Institute of Aeronautics and Astronautics 16th AIAA Aviation Technology, Integration, and Operations Conference - Washington, D.C. ()] 16th AIAA Aviation Technology, Integration, and Operations Conference - General Aviation Approach and Landing Analysis using Flight Data Records

Puranik, Tejas G., Harrison, Evan, Min, Sanggyu, Jimenez, Hernando, Mavris, Dimitri N.

Language:

english

File:

PDF, 2.52 MB

english

12

Anti-hyperglycemic and anti-hyperlipidaemic effect of Arjunarisht in high-fat fed animals

Shengule, Sushant A., Mishra, Sanjay, Joshi, Kalpana, Apte, Kishori, Patil, Dada, Kale, Prathmesh, Shah, Tejas, Deshpande, Mandavi, Puranik, Amrutesh

Journal:

Journal of Ayurveda and Integrative Medicine

Year:

2017

Language:

english

File:

PDF, 1.34 MB

english, 2017

13

[American Institute of Aeronautics and Astronautics AIAA AVIATION 2020 FORUM - VIRTUAL EVENT ()] AIAA AVIATION 2020 FORUM - A Supervised Learning Approach for Safety Event Precursor Identification in Commercial Aviation

Ackley, Jamey L., Puranik, Tejas G., Mavris, Dimitri

File:

PDF, 1.18 MB

14

[American Institute of Aeronautics and Astronautics 16th AIAA Aviation Technology, Integration, and Operations Conference - Washington, D.C. ()] 16th AIAA Aviation Technology, Integration, and Operations Conference - Energy-Based Metrics for General Aviation Flight Data Record Analysis

Puranik, Tejas G., Harrison, Evan, Min, Sanggyu, Jimenez, Hernando, Mavris, Dimitri N.

Language:

english

File:

PDF, 3.59 MB

english

15

[ACM Press the 2017 IEEE/ACM International Conference - Sydney, Australia (2017.07.31-2017.08.03)] Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2017 - ASONAM '17 - Community Detection in Evolving Networks

Puranik, Tejas, Narayanan, Lata

Year:

2017

Language:

english

File:

PDF, 774 KB

english, 2017

16

[American Institute of Aeronautics and Astronautics 2018 Aviation Technology, Integration, and Operations Conference - Atlanta, Georgia ()] 2018 Aviation Technology, Integration, and Operations Conference - A Framework for General Aviation Aircraft Performance Model Calibration and Validation

Puranik, Tejas G., Harrison, Evan, Min, Sanggyu, Chakraborty, Imon, Mavris, Dimitri N.

Language:

english

File:

PDF, 1.62 MB

english

17

[American Institute of Aeronautics and Astronautics AIAA Scitech 2020 Forum - Orlando, FL ()] AIAA Scitech 2020 Forum - Non-Intrusive Parametric Reduced Order Modeling using Randomized Algorithms

Rajaram, Dushhyanth, Puranik, Tejas G., Perron, Christian, Mavris, Dimitri N.

File:

PDF, 5.05 MB

18

Empirical Assessment of Deep Gaussian Process Surrogate Models for Engineering Problems

Rajaram, Dushhyanth, Puranik, Tejas G., Ashwin Renganathan, S., Sung, WoongJe, Fischer, Olivia Pinon, Mavris, Dimitri N., Ramamurthy, Arun

Journal:

Journal of Aircraft

Year:

2020

File:

PDF, 4.39 MB

2020

19

[American Institute of Aeronautics and Astronautics AIAA Scitech 2020 Forum - Orlando, FL ()] AIAA Scitech 2020 Forum - Correction: Prediction and Analysis of Ground Stops with Machine Learning

Mangortey, Eugene, Puranik, Tejas G., Pinon-Fischer, Olivia J., Mavris, Dimitri N.

Language:

english

File:

PDF, 248 KB

english

20

[American Institute of Aeronautics and Astronautics AIAA Scitech 2020 Forum - Orlando, FL ()] AIAA Scitech 2020 Forum - Classification, Analysis, and Prediction of the Daily Operations of Airports Using Machine Learning

Mangortey, Eugene, Puranik, Tejas G., Pinon-Fischer, Olivia J., Mavris, Dimitri N.

Language:

english

File:

PDF, 577 KB

english

21

[American Institute of Aeronautics and Astronautics AIAA Information Systems-AIAA Infotech @ Aerospace - Grapevine, Texas ()] AIAA Information Systems-AIAA Infotech @ Aerospace - Utilizing Energy Metrics and Clustering Techniques to Identify Anomalous General Aviation Operations

Puranik, Tejas G., Jimenez, Hernando, Mavris, Dimitri N.

Language:

english

File:

PDF, 4.71 MB

english

22

Energy-Based Metrics for Safety Analysis of General Aviation Operations

Puranik, Tejas, Jimenez, Hernando, Mavris, Dimitri

Journal:

Journal of Aircraft

Year:

2017

Language:

english

File:

PDF, 1.79 MB

english, 2017

23

[American Institute of Aeronautics and Astronautics 2018 Aviation Technology, Integration, and Operations Conference - Atlanta, Georgia ()] 2018 Aviation Technology, Integration, and Operations Conference - Retrospective Analysis of Approach Stability in General Aviation Operations

Rao, Arjun H., Puranik, Tejas G.

Language:

english

File:

PDF, 381 KB

english

24

Natural Language Processing Based Method for Clustering and Analysis of Aviation Safety Narratives

Rose, Rodrigo L., Puranik, Tejas G., Mavris, Dimitri N.

Journal:

Year:

2020

File:

PDF, 3.28 MB

2020

25

Trajectory Clustering within the Terminal Airspace Utilizing a Weighted Distance Function

Corrado, Samantha J., Puranik, Tejas G., Pinon, Oliva J., Mavris, Dimitri N.

Journal:

Proceedings (American Bar Association. Section of International and Comparative Law)

Year:

2020

File:

PDF, 628 KB

2020

26

[American Institute of Aeronautics and Astronautics AIAA Scitech 2020 Forum - Orlando, FL ()] AIAA Scitech 2020 Forum - Application of Machine Learning to the Analysis and Prediction of the Coincidence of Ground Delay Programs and Ground Stops

Mangortey, Eugene, Bleu-Laine, Marc-Henri, Puranik, Tejas G., Pinon-Fischer, Olivia J., Mavris, Dimitri N.

File:

PDF, 2.00 MB

27

[American Institute of Aeronautics and Astronautics AIAA Scitech 2020 Forum - Orlando, FL ()] AIAA Scitech 2020 Forum - Deep Gaussian Process Enabled Surrogate Models for Aerodynamic Flows

Rajaram, Dushhyanth, Puranik, Tejas G., Renganathan, Ashwin, Sung, Woong Je, Pinon-Fischer, Olivia J., Mavris, Dimitri N., Ramamurthy, Arun

File:

PDF, 4.50 MB

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