Sayam Kumar

Researcher, Phaidra

Joined

February 2026

Names

Sayam Kumar (Preferred)

Emails

****@gmail.com (Confirmed)

,

****@phaidra.ai (Confirmed)

Personal Links

Career & Education History

Researcher

Phaidra (phaidra.ai)

2021 – Present

Undergrad student

Indian Institute of Information Technology Sri City (iiits.in)

2018 – 2022

Advisors, Relations & Conflicts

No relations added

Expertise

Physics Informed Neural Networks

2022 – 2025

Publications

Shape-Preserving Networks: Encoding Structural Knowledge through Derivative Constraints and Nested Integration
Miguel Suau, Alec Edwards, Alex Durkin, Ian Howell, Giuseppe Pinto, Marc Artola, Daniel Jarne Ornia, Sayam Kumar
- NEXUS 2026 Oral
- Readers: Everyone

Co-Authors