Surrogate Modeling Comparison Hub
4 papers - avg viability 6.0
Top Papers
- SMART: Scalable Mesh-free Aerodynamic Simulations from Raw Geometries using a Transformer-based Surrogate Model(8.0)
SMART offers a transformer-based surrogate model for computationally efficient mesh-free aerodynamic simulations from point-cloud geometries.
- A Unified Hierarchical Multi-Task Multi-Fidelity Framework for Data-Efficient Surrogate Modeling in Manufacturing(6.0)
A novel hierarchical framework for data-efficient surrogate modeling in manufacturing that improves prediction accuracy across tasks and fidelity levels.
- Surrogate models for Rock-Fluid Interaction: A Grid-Size-Invariant Approach(6.0)
Develop grid-size-invariant surrogate models for efficient rock-fluid interaction simulations with reduced computational expense.
- Adaptive Diffusion Posterior Sampling for Data and Model Fusion of Complex Nonlinear Dynamical Systems(4.0)
A generative machine learning framework for efficient surrogate modeling of chaotic dynamical systems.