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Articles by Nacime Bouziani

Structure-Preserving Operator Learning
1 October 2024 by Nacime Bouziani and Nicolas Boullé at LogoImperial College London
Machine Learning, Computational Engineering, Finance, and Science
Differentiable programming across the PDE and Machine Learning barrier
9 September 2024 by Nacime Bouziani and others
Machine Learning, Mathematical Software
REXEL: An End-to-end Model for Document-Level Relation Extraction and Entity Linking
19 April 2024 by Nacime Bouziani and others
Computation and Language
A Unified Framework for Double Sweep Methods for the Helmholtz Equation
5 December 2023 by Nacime Bouziani and others
Numerical Analysis
Physics-driven machine learning models coupling PyTorch and Firedrake
14 March 2023 by Nacime Bouziani and David Ham
Machine Learning, Mathematical Software
Escaping the abstraction: a foreign function interface for the Unified Form Language [UFL]
1 November 2021 by Nacime Bouziani and David Ham
Mathematical Software, Numerical Analysis
Optimal Order Simple Regret for Gaussian Process Bandits
20 August 2021 by Sattar Vakili and others
Machine Learning