conftrace_

boundary condition

11 papers

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Co-occurring keywords

partial differential equation (222) gaussian process (1200) graph neural network (3962) neural network (6616) earth system modeling (1) climate prediction (7) subseasonal forecasting (3) physics-informed model (5) ensemble forecast (3) weather emulator (1)

Papers

Improving Rectified Flow with Boundary Conditions ICCV 2025
ChaosBench: A Multi-Channel, Physics-Based Benchmark for Subseasonal-to-Seasonal Climate Prediction NIPS 2024
Boundary constrained Gaussian processes for robust physics-informed machine learning of linear partial differential equations JMLR 2024
Functional Gradient Flows for Constrained Sampling NIPS 2024
Discrete Modeling via Boundary Conditional Diffusion Processes NIPS 2024
Exploration on Physics-Informed Neural Networks on Partial Differential Equations (Student Abstract) AAAI 2023
Boundary Graph Neural Networks for 3D Simulations AAAI 2023
A Unified Hard-Constraint Framework for Solving Geometrically Complex PDEs NIPS 2022
Physics-Embedded Neural Networks: Graph Neural PDE Solvers with Mixed Boundary Conditions NIPS 2022
Linearly Constrained Gaussian Processes with Boundary Conditions AISTATS 2021
Know Your Boundaries: Constraining Gaussian Processes by Variational Harmonic Features AISTATS 2019