Aanish Pradhan

Joined

September 2024

Names

Aanish Pradhan (Preferred)

Emails

****@vt.edu (Confirmed)

Personal Links

Career & Education History

MS student

Department of Computer Science, Virginia Polytechnic Institute and State University (vt.edu)

2024 – 2025

Undergrad student

Computational Modeling and Data Analytics, Virginia Polytechnic Institute and State University (vt.edu)

2020 – 2024

Advisors, Relations & Conflicts

MS Advisor

2024 – 2025

Expertise

Physics-Guided Neural Networks

Present

Publications

Investigating a Model-Agnostic and Imputation-Free Approach for Irregularly-Sampled Multivariate Time-Series Modeling
Abhilash Neog, Arka Daw, Sepideh Fatemi, Medha Sawhney, Aanish Pradhan, Mary E. Lofton, Bennett J. McAfee, Adrienne Breef-Pilz, Heather L. Wander, Dexter W Howard, Cayelan C. Carey, Paul Hanson, Anuj Karpatne
- Accepted by TMLR
- Readers: Everyone
Toward Scientific Foundation Models for Aquatic Ecosystems
Abhilash Neog, Medha Sawhney, Kazi Sajeed Mehrab, Sepideh Fatemi, Mary E. Lofton, Amartya Dutta, Aanish Pradhan, Bennett J. McAfee, Emma Marchisin, Robert Ladwig, Arka Daw, Cayelan C. Carey, Paul Hanson, Anuj Karpatne
- FMSD @ ICML 2025
- Readers: Everyone
Masking the Gaps: An Imputation-Free Approach to Time Series Modeling with Missing Data
Abhilash Neog, Arka Daw, Sepideh Fatemi Khorasgani, Aanish Pradhan, Mary E. Lofton, Bennett J. McAfee, Adrienne Breef-Pilz, Heather L. Wander, Dexter W Howard, Cayelan Carey, Paul Hanson, Anuj Karpatne
- Submitted to ICLR 2025
- Readers: Everyone

Co-Authors