Dibyajyoti Nayak

According to our database, Dibyajyoti Nayak authored at least 4 papers in 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

The Best of Both Worlds: Hybridizing Neural Operators and Solvers for Stable Long-Horizon Inference.

Rajyasri Roy, Dibyajyoti Nayak, Somdatta Goswami

CoRR, December, 2025

Data-Efficient Time-Dependent PDE Surrogates: Graph Neural Simulators vs. Neural Operators.

Dibyajyoti Nayak, Somdatta Goswami

CoRR, September, 2025

Physics-Informed Time-Integrated DeepONet: Temporal Tangent Space Operator Learning for High-Accuracy Inference.

Luis Mandl, Dibyajyoti Nayak, Tim Ricken, Somdatta Goswami

CoRR, August, 2025

TI-DeepONet: Learnable Time Integration for Stable Long-Term Extrapolation.

Dibyajyoti Nayak, Somdatta Goswami

CoRR, May, 2025