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Abhishek Potnis
Associate R&D Scientist, Geospatial Science and Human Security Division, Oak Ridge National Laboratory
Joined
June 2025
Names
Abhishek Potnis
(Preferred)
,
Potnis Abhishek
,
Abhishek V. Potnis
Emails
****@ornl.gov
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
LinkedIn
Career & Education History
Associate R&D Scientist
Geospatial Science and Human Security Division,
Oak Ridge National Laboratory
(ornl.gov)
2022
–
Present
Advisors, Relations & Conflicts
No relations added
Expertise
geospatial foundation models
2023
–
Present
deep learning
2019
–
Present
geospatial semantics
2016
–
Present
knowledge graphs
2016
–
Present
geographic information systems
2014
–
Present
satellite image processing
2014
–
Present
HPC
2014
–
Present
Publications
Pretraining Billion-Scale Geospatial Foundational Models on Frontier
Aristeidis Tsaris
,
Philipe Ambrozio Dias
,
Abhishek Potnis
,
Junqi Yin
,
Feiyi Wang
,
Dalton D. Lunga
IPDPS (Workshops) 2024
Readers:
Everyone
Towards Diverse and Representative Global Pretraining Datasets for Remote Sensing Foundation Models
Jacob Arndt
,
Philipe A. Dias
,
Abhishek Potnis
,
Dalton D. Lunga
IGARSS 2024
Readers:
Everyone
Towards Interpretable Machine Learning Metrics For Earth Observation Image Analysis
Ujjwal Verma
,
Dalton D. Lunga
,
Abhishek Potnis
IGARSS 2024
Readers:
Everyone
OReole-FM: successes and challenges toward billion-parameter foundation models for high-resolution satellite imagery
Philipe A. Dias
,
Aristeidis Tsaris
,
Jordan Bowman
,
Abhishek Potnis
,
Jacob Arndt
,
Hsiuhan Lexie Yang
,
Dalton D. Lunga
SIGSPATIAL/GIS 2024
Readers:
Everyone
Introducing SpaceNet 9 - Cross-Modal Satellite Imagery Registration for Natural Disaster Responses
Ronny Hänsch
,
Jacob Arndt
,
Philipe A. Dias
,
Abhishek Potnis
,
Dalton D. Lunga
,
Desiree Petrie
,
Todd M. Bacastow
IGARSS 2024
Readers:
Everyone
Scaling Automatic Vector Data Alignment to Satellite Imagery
Abhishek Potnis
,
Dalton D. Lunga
,
Philipe A. Dias
,
Lexie Yang
,
Jacob Arndt
,
Jordan Bowman
IGARSS 2023
Readers:
Everyone
Towards Geospatial Knowledge Graph Infused Neuro-Symbolic AI for Remote Sensing Scene Understanding
Abhishek Potnis
,
Dalton D. Lunga
,
Alexandre Sorokine
,
Philipe A. Dias
,
Lexie Yang
,
Jacob Arndt
,
Jordan Bowman
,
Jason Wohlgemuth
IGARSS 2023
Readers:
Everyone
Towards Rapid Response Updates of Populations at Risk
Marie L. Urban
,
Jessica Moehl
,
Philipe A. Dias
,
Joseph Tuccillo
,
Andrew Reith
,
Kelly M. Sims
,
Sarah Walters
,
Jacob Arndt
,
Abhishek Potnis
,
Dalton D. Lunga
IGARSS 2023
Readers:
Everyone
An Agenda for Multimodal Foundation Models for Earth Observation
Philipe A. Dias
,
Abhishek Potnis
,
Sreelekha Guggilam
,
Lexie Yang
,
Aristeidis Tsaris
,
Henry Medeiros
,
Dalton D. Lunga
IGARSS 2023
Readers:
Everyone
Semantics-Driven Remote Sensing Scene Understanding Framework for Grounded Spatio-Contextual Scene Descriptions
Abhishek V. Potnis
,
Surya S. Durbha
,
Rajat C. Shinde
ISPRS Int. J. Geo Inf. 2021
Readers:
Everyone
View all 24 publications
Co-Authors
Alexandre Sorokine
Andrew Reith
Aristeidis Tsaris
Dalton D. Lunga
Desiree Petrie
Feiyi Wang
Gaganpreet Singh
Henry Medeiros
Hsiuhan Lexie Yang
Jacob Arndt
Jason Wohlgemuth
Jessica Moehl
Jordan Bowman
Joseph Tuccillo
Junqi Yin
Kelly M. Sims
Kuldeep R. Kurte
Lexie Yang
Marie L. Urban
Nicolas H. Younan
Philipe A. Dias
Philipe Ambrozio Dias
Prakash Andugula
Pratyush V. Talreja
Rajat C. Shinde
View all 33 co-authors