A splitting double sweep method for the Helmholtz equation. - Nacime Bouziani; Henri Calandra; Frédéric Nataf (CoRR, 2020)

Optimal Order Simple Regret for Gaussian Process Bandits. - Sattar Vakili; Nacime Bouziani; Sepehr Jalali; Alberto Bernacchia; Da-Shan Shiu (NeurIPS, 2021)

Escaping the abstraction: a foreign function interface for the Unified Form Language [UFL]. - Nacime Bouziani; David A. Ham (CoRR, 2021)

Physics-driven machine learning models coupling PyTorch and Firedrake. - Nacime Bouziani; David A. Ham (CoRR, 2023)

A unified framework for double sweep methods for the Helmholtz equation. - Nacime Bouziani; Frédéric Nataf; Pierre-Henri Tournier (J. Comput. Phys., 2023)

REXEL: An End-to-end Model for Document-Level Relation Extraction and Entity Linking. - Nacime Bouziani; Shubhi Tyagi; Joseph Fisher; Jens Lehmann 001; Andrea Pierleoni (NAACL (Industry Track), 2024)

Differentiable programming across the PDE and Machine Learning barrier. - Nacime Bouziani; David A. Ham; Ado Farsi (CoRR, 2024)

Structure-Preserving Operator Learning. - Nacime Bouziani; Nicolas Boullé (CoRR, 2024)

Missing Physics Discovery through Fully Differentiable Finite Element-Based Machine Learning. - Ado Farsi; Nacime Bouziani; David A. Ham (CoRR, 2025)