Shivangi Singh

Doctoral Student | Ernst Mach Fellow | Geodesist

Bridging geophysical modeling and machine learning to advance VLBI-based Earth observation.

Shivangi Singh

About Me

Engineer | VLBI Specialist | Researcher

My work explores the intersection of space geodesy, machine learning, and simulation to enhance Earth observation and reference frame stability.

Applying data-driven techniques to geodetic signals, merging physics-based modeling with AI to study deformation, loading, and station variability.

View CV

Experience & Education

Education

IIT Kanpur
Aug 2020 - Present

Doctor of Philosophy (Ph.D.), Geoinformatics

Indian Institute of Technology Kanpur

Supervisors: Prof. Onkar Dikshit, Prof. Johannes Boehm and Maj. Gen. Dr. B. Nagarajan
KNIT
June 2012 - June 2016

Bachelor of Technology (B.Tech.), Civil Engineering

Kamla Nehru Institute of Technology, Sultanpur, India

Aggregate: 82.6%
KV
April 2011 - April 2012

Senior Secondary (Science), Central Board of Secondary Education

Kendriya Vidyalaya, India

Research Experience

December 2024 - August 2025

Ernst Mach Fellow

TU Wien, Austria

December 2022 - August 2023

Ernst Mach Fellow

TU Wien, Austria

September 2020 - Present

Indian VLBI Project

National Centre for Geodesy (NCG), IIT Kanpur, India

Technical Skills

Programming

Python
Matlab
Deep Learning
Machine Learning

Geodetic Tools

VieVS
VieSched++
QGIS
Google Earth Engine

Frameworks

PyTorch
TensorFlow
Scikit-learn

Achievements

Awards & Achievements

2025

Best Poster Award

27th Working Meeting of the European VLBI Group for Geodesy and Astrometry (EVGA)

2024

Ernst Mach Grant

OeAD-GmbH, Austria Research stay at TU Wien, Austria (Dec 2024 - Aug 2025)

2022

Ernst Mach Grant

OeAD-GmbH, Austria Research stay at TU Wien, Austria (Dec 2022 - Aug 2023)

Publications

Peer-Reviewed Journal Papers

Machine-learning-based modelling of VLBI station heights using...
DOI: coming soon...

Peer-Reviewed Conference Proceedings

Geophysical Loading Correction Comparison and Assessment in...
DOI: https://doi.org/10.1007/1345_2024_257

Conferences

Leveraging Machine Learning for Advanced Geodetic Data Analysis...
DOI: https://doi.org/10.5194/egusphere-egu25-7827

Connect

Let's Connect

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