"I help scientists, mission teams, and data-driven space-weather researchers turn decades of solar observations into reliable measurements of the Sun's internal flows, magnetic evolution, and flare-producing activity--so models of the solar cycle can be tested against reality and future space-weather forecasting can become more physically grounded."
The solar panels are still being aligned. Please wear metaphorical eclipse glasses.
Research Focus
Decoding the Sun's Hidden Interior
The Core Question
How do we turn the Sun's hidden internal motions and magnetic-field evolution into measurable, predictive, decision-useful knowledge?
Sushant's research bridges helioseismology, solar magnetism, and data science to answer exactly that.
Key Domains
Solar differential rotation & torsional oscillation
Meridional flow & active-region inflows
Solar dynamo & surface-flux-transport modeling
Space-weather forecasting & flare prediction
Scientific data infrastructure & AI-ready catalogs
Current Research
What I Am Building Now
Solar Flow Catalogs
Time-evolving, observation-grounded measurements of differential rotation, meridional flow, torsional oscillation, and active-region inflows.
Polar Sun Science
High-latitude and polar magnetic-field work that addresses projection artifacts and prepares for future polar-viewing missions.
Data Assimilation
Model-observation fusion for surface-flux-transport science, including ensemble Kalman filter experiments for inferring solar surface flows.
Large-Scale Solar Flows
Measuring What You Cannot See
In The Sun's Large-Scale Flows I, Sushant and collaborators built a comprehensive catalog of variable solar differential rotation using six complementary measurement techniques--creating a detailed picture of near-surface solar flows from long-baseline observations.
Doppler Methods
Line-of-sight velocity measurements from full-disk observations.
Granule Tracking
Surface-feature correlation tracking for near-surface flow inference.
Magnetic-Pattern Tracking
Magnetogram-based flow extraction across solar-cycle phases.
Helioseismology
Global, time-distance, and ring-diagram seismic inversion methods.
This work directly supports NASA DRIVE/COFFIES efforts to develop time-evolving catalogs of near-surface solar flows that constrain global flow patterns and their solar-cycle variability.
Featured Projects
Science Products People Can Use
SWAN-SF Dataset
Analysis-ready SDO/HMI SHARP vector-magnetogram time series paired with a cross-checked NOAA flare catalog for reproducible space-weather analytics.
Lectures, interviews, media appearances, and outreach work that translate solar activity into public stakes: satellites, astronauts, aurorae, and eclipse events.
With Xudong Sun and Junwei Zhao: active-region inflows extend roughly 30 degrees from centroids, while background meridional-flow variation drops below roughly 2 m/s away from active regions.
Collaborating with computer scientists and the data-mining lab, Sushant applied machine learning to solar-flare prediction--motivated by the practical need to protect astronauts, spacecraft, and satellites from dangerous space-weather events.
Open Scientific Datasets
His dataset work makes solar-flare prediction studies more reproducible by turning HMI vector magnetograms into community-usable time-series data.
Technical Toolkit
Python, MATLAB, Fortran, bash
OpenMP, MPI, C++, CUDA-aware workflows
ParaView and scientific visualization
Time-series analysis and feature extraction
Rare-event prediction and imbalanced data
Model-observation comparison
Code / Data
Built for Reuse
Analysis-Ready Data
Datasets and derived products designed to be useful beyond a single paper, including flare-prediction time series and solar-flow measurements.
Reproducible Pipelines
Research workflows that connect observatory data, calibration choices, physical interpretation, and publication-quality outputs.
Scientific Visualization
Visual analysis across solar magnetograms, time-latitude maps, model outputs, and public-facing explanations of solar activity.
Mission Connections
Embedded in NASA's Solar Science Enterprise
Sushant's work is integrated with the infrastructure of modern solar observation, contributing to the interpretation, cataloging, and scientific use of long-lived space missions.
SDO/HMI Science Team
Works directly with Helioseismic and Magnetic Imager data streams and the broader HMI collaboration at Stanford.
NASA DRIVE / COFFIES
Collaborates with COFFIES on solar-cycle variability, flow catalogs, and dynamo-relevant constraints.
Stanford Solar Observatories
Part of the observatory ecosystem recognized by the 2026 Stanford University Libraries Data Sharing Prize.
SOHO/MDI Legacy Data
Bridges SOHO/MDI and SDO/HMI observations into consistent measurements spanning multiple sunspot cycles.
Scientific Impact
By the Numbers
653Google Scholar citations
12Google Scholar h-index
24+Years of solar data in flow studies
6Complementary flow-measurement techniques
These constraints can be plugged directly into solar dynamo and surface-flux-transport simulations, giving modelers observationally grounded inputs rather than assumed parameters.
Academic Journey
From Aurangabad to Stanford
1
IIT Banaras Hindu University
Master of Technology in Engineering Physics; thesis work on torsional oscillations and the solar cycle.
2
Georgia State University
PhD in Astronomy; solar dynamo constraints, flare prediction, and data-mining collaborations.
3
University of Hawai'i
Solar Physics Postdoctoral Fellow at the Institute for Astronomy, deepening helioseismic and flow-analysis work.
4
Stanford University
Physical Science Research Scientist at HEPL; HMI Science Team; NASA DRIVE/COFFIES collaboration.
Teaching / Mentoring / Service
Helping the Scientific Conversation Happen
Session Organization
Co-organized SHINE sessions in Stowe and Juneau, and the SPD solar-poles session in Anchorage with Lisa Upton and Shea Hess Webber.
Mentoring
Project mentor for the Ignited Fellowship KIPAC Research Fellow - Solar Activity project.
Public Outreach
Public lectures, eclipse outreach, science-fair participation, and media commentary on solar maximum and aurora visibility.
NASA Silver Group Achievement Award for the JSOC Recovery Team, 2026 Stanford University Libraries Data Sharing Prize as part of the Stanford Solar Observatories Group, and Solar Physics editor's choice recognition.
Outreach & Communication
Stanford Report interview on eclipses and other solar events
UCAR/HAO colloquium recording on active-region inflows
KIPAC public lecture on the wonders of solar astrophysics
Public commentary on aurorae, solar maximum, and space weather
Ongoing Projects
A Living Project Notebook
The site now has a dedicated place for current projects, draft project descriptions, collaborators, status notes, and future public links.
Sushant is available for collaboration on solar-cycle modeling, helioseismic flow catalogs, space-weather data infrastructure, and AI-driven solar-flare prediction. His combination of physical insight, long-baseline observational analysis, and computational expertise is especially relevant to projects involving large solar datasets and mission-relevant science.