Rishikesh Ranade

发表论文 51 篇 · 总被引 420 次 · h-index 11

代表论文

Blending neural operators and relaxation methods in PDE numerical solvers (2024 · Nature Machine Intelligence · 被引 28)
A PINN-DeepONet framework for extracting turbulent combustion closure from multiscalar measurements (2024 · Computer Methods in Applied Mechanics and Engineering · 被引 23)
On the geometry transferability of the hybrid iterative numerical solver for differential equations (2023 · Computational Mechanics · 被引 16)
One-shot learning for solution operators of partial differential equations (2025 · Nature Communications · 被引 10)
Physics-Informed Neural Networks for Turbulent Combustion: Toward Extracting More Statistics and Closure from Point Multiscalar Measurements (2023 · Energy & Fuels · 被引 7)
Invited Paper: Solving Fine-Grained Static 3DIC Thermal with ML Thermal Solver Enhanced with Decay Curve Characterization (2023 · 被引 6)