Phu Tran

Phu Tran

Nanyang Technological University

H-index: 9

Asia-Singapore

About Phu Tran

Phu Tran, With an exceptional h-index of 9 and a recent h-index of 9 (since 2020), a distinguished researcher at Nanyang Technological University, specializes in the field of machine learning, data analytics, artificial intelligence, physical modeling and simulation, air traffic management.

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

A machine learning approach to robustly determine director fields and analyze defects in active nematics

Towards conformal automation in air traffic control: Learning conflict resolution strategies through behavior cloning

Deep-learning Optical Flow Outperforms PIV in Obtaining Velocity Fields from Active Nematics

Deep learning-based optical flow outperforms PIV in obtaining velocity fields from experimental videos

Learning a compact representation of the nematic director of active nematics

Aircraft trajectory prediction with enriched intent using encoder-decoder architecture

Deep reinforcement learning based path stretch vector resolution in dense traffic with uncertainties

Markerless Human Motion Analysis for Telerehabilitation: A Case Study on Squat

Phu Tran Information

University

Position

___

Citations(all)

247

Citations(since 2020)

232

Cited By

47

hIndex(all)

9

hIndex(since 2020)

9

i10Index(all)

9

i10Index(since 2020)

9

Email

University Profile Page

Nanyang Technological University

Google Scholar

View Google Scholar Profile

Phu Tran Skills & Research Interests

machine learning

data analytics

artificial intelligence

physical modeling and simulation

air traffic management

Top articles of Phu Tran

Title

Journal

Author(s)

Publication Date

A machine learning approach to robustly determine director fields and analyze defects in active nematics

Soft matter

Yunrui Li

Zahra Zarei

Phu N Tran

Yifei Wang

Aparna Baskaran

...

2024

Towards conformal automation in air traffic control: Learning conflict resolution strategies through behavior cloning

Advanced Engineering Informatics

Yash Guleria

Duc-Thinh Pham

Sameer Alam

Phu N Tran

Nicolas Durand

2024/1/1

Deep-learning Optical Flow Outperforms PIV in Obtaining Velocity Fields from Active Nematics

arXiv preprint arXiv:2404.15497

Phu N Tran

Sattvic Ray

Linnea Lemma

Yunrui Li

Reef Sweeney

...

2024/4/23

Deep learning-based optical flow outperforms PIV in obtaining velocity fields from experimental videos

Bulletin of the American Physical Society

Phu Tran

Michael Hagan

Zvonimir Dogic

Pengyu Hong

Aparna Baskaran

...

2024/3/5

Learning a compact representation of the nematic director of active nematics

APS March Meeting Abstracts

Phu Tran

Zvonimir Dogic

Aparna Baskaran

Pengyu Hong

Michael Hagan

2023

Aircraft trajectory prediction with enriched intent using encoder-decoder architecture

IEEE Access

Phu N Tran

Hoang QV Nguyen

Duc-Thinh Pham

Sameer Alam

2022/2/4

Deep reinforcement learning based path stretch vector resolution in dense traffic with uncertainties

Transportation research part C: emerging technologies

Duc-Thinh Pham

Phu N Tran

Sameer Alam

Vu Duong

Daniel Delahaye

2022/2/1

Markerless Human Motion Analysis for Telerehabilitation: A Case Study on Squat

Ying Hao Ang

Chow Khuen Chan

Shook Chin Yap

Chean Khim Toa

Phu Tran

...

2022/11/18

Bending stiffness characterization of Bacillus subtilis’ flagellar filament

Biophysical Journal

Xinhui Shen

Phu N Tran

Benjamin Z Tay

2022/6/7

Deep4air: A novel deep learning framework for airport airside surveillance

Thai Van Phat

Sameer Alam

Nimrod Lilith

Phu N Tran

Nguyen Thanh Binh

2021/7/5

A machine learning framework for predicting ATC conflict resolution strategies for conformal automation

Yash Guleria

Phu Tran

Duc-Thinh Pham

Nicolas Durand

Sameer Alam

2021

A machine learning-based framework for aircraft maneuver detection and classification

Phuoc H Dang

Phu N Tran

Sameer Alam

Vu N Duong

2021

An interactive conflict solver for learning air traffic conflict resolutions

Journal of Aerospace Information Systems

Phu N Tran

Duc-Thinh Pham

Sim Kuan Goh

Sameer Alam

Vu Duong

2020/6

Aircraft Push-back Prediction and Turnaround Monitoring by Vision-based Object Detection and Activity Identification

Thai Van Phat

Sameer Alam

Nimrod Lilith

Phu N Tran

Binh T Nguyen

2020

Short-Term Trajectory Prediction Using Generative Machine Learning Methods

Thanh-Ha Le

Phu N Tran

Duc-Thinh Pham

Michael Schultz

Sameer Alam

2020

See List of Professors in Phu Tran University(Nanyang Technological University)

Co-Authors

H-index: 30
Michael Schultz

Michael Schultz

Technische Universität Dresden

H-index: 28
Kurtulus Izzetoglu

Kurtulus Izzetoglu

Drexel University

H-index: 25
Sameer ALAM

Sameer ALAM

Nanyang Technological University

H-index: 24
Vu Duong

Vu Duong

Nanyang Technological University

H-index: 11
Duc-Thinh Pham

Duc-Thinh Pham

Nanyang Technological University

H-index: 11
Sim Kuan Goh

Sim Kuan Goh

Nanyang Technological University

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