Researcher profile
Kamyar Azizzadenesheli
2 papers in the PaperMetrix corpus
Publications
Papers by this author
-
A Library for Learning Neural Operators
2024 · arXiv (Cornell University)
We present NeuralOperator, an open-source Python library for operator learning. Neural operators generalize neural networks to maps between function spaces instead of finite-dimensional Euclidean spaces. They can be trained and inferenced on input and output …
-
Neural Spline Operators for Risk Quantification in Stochastic Systems
2025 · arXiv (Cornell University)
Accurately quantifying long-term risk probabilities in diverse stochastic systems is essential for safety-critical control. However, existing sampling-based and partial differential equation (PDE)-based methods often struggle to handle complex varying dynamics. Physics-informed neural networks learn surrogate …