Priyansh Jain

Developing deep learning models for irregular seismic trace interpolation and wavefield reconstruction from sparsely sampled subsurface data Applying self-supervised and physics-informed learning strategies to improve reconstruction fidelity in noisy, aliased seismic datasets — targeting improved imaging resolution for subsurface exploration workflows Exploring frequency-domain feature extraction (f-k domain), anti-leakage Fourier transforms, and attention mechanisms to enhance spatial continuity of interpolated seismic volumes

Research Intern - IIT Roorkee, Dept. of Earth Sciences - IIT Roorkee

(2025-07)

• Developing deep learning models for irregular seismic trace interpolation and wavefield reconstruction from sparsely sampled subsurface data
• Applying self-supervised and physics-informed learning strategies to improve reconstruction fidelity in noisy, aliased seismic datasets — targeting improved imaging resolution for subsurface exploration workflows
• Exploring frequency-domain feature extraction (f-k domain), anti-leakage Fourier transforms, and attention mechanisms to enhance spatial continuity of interpolated seismic volumes

Ex-Member, Placement & Internship Cell (PIC) - IIT Roorkee - IIT Roorkee

• Led student-industry outreach and campus recruitment coordination

Integrated B.Tech + M.Tech - Geological Technology - Indian Institute of Technology (IIT) Roorkee (2022 - 2027)

CBSE (XII) - PCM + Computer Science - Kendriya Vidyalaya, Babina Cantt (2021)