Gaurav Singh

Mathscapes

Founder of Mathscapes, a design and research studio that makes mathematics visible and understandable. Works across generative design tools, streaming statistics, machine learning, and materials engineering.

Website Blog GitHub Email

Publications

View PDF

A framework for visual-mathematical literacy in applied machine learning: why representation choices shape what models can learn

2026

Gaurav Singh, R. S. Dhari

Machine Learning: Engineering (IOP Publishing)

View PDF

Techno-economic pathways modeling and nonlinear optimized SEEA-ROI longitudinal dynamic simulation for decarbonising Australian heavy transportation systems

2026

Gaurav Singh, Elizabeth Chang, Yeliz Karaca

Fractals

View PDF

Iterflow: Composable Streaming Statistics for JavaScript

2026

Gaurav Singh

Mathscapes (Zenodo)

View PDF

Automated detection of deformation mechanisms in re-entrant honeycomb auxetics using machine learning

2024 · Accepted manuscript

Gaurav Singh, R. S. Dhari, Zia Javanbakht

International Journal of Protective Structures

View PDF

ReRide: A Bike Area Network for Embodied Self-monitoring during Motorbike Commute

2019

Naveen L. Bagalkot, Gaurav Singh, Vineeta Rath, Tomas Sokoler, Anchit Shukla

TEI '19, Tangible, Embedded, and Embodied Interaction

View PDF

ReRide: A platform to explore interaction with personal data before, during, and after motorcycle commuting

2017

Naveen Bagalkot, Tomas Sokoler, Riyaj Shaikh, Gaurav Singh, et al.

INTERACT 2017 (IFIP, LNCS)

View webpage

SnapTag: Leveraging situated memory to enhance self-efficacy for well-being

2014 · Webpage preview

Suraj Baadkar, Gaurav Singh, Atul Saraf, Naveen Bagalkot

India HCI 2014

7 papers