Nacime Bouziani

11 papers A* 1Journal 9Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Missing Physics Discovery through Fully Differentiable Finite Element-Based Machine Learning.
CoRR
Ado Farsi, Nacime Bouziani, David A. Ham
2024 J jnl
Differentiable programming across the PDE and Machine Learning barrier.
CoRR
Nacime Bouziani, David A. Ham, Ado Farsi
2024 — conf
REXEL: An End-to-end Model for Document-Level Relation Extraction and Entity Linking.
NAACL (Industry Track)
Nacime Bouziani, Shubhi Tyagi, Joseph Fisher, Jens Lehmann, Andrea Pierleoni
2024 J jnl
REXEL: An End-to-end Model for Document-Level Relation Extraction and Entity Linking.
CoRR
Nacime Bouziani, Shubhi Tyagi, Joseph Fisher, Jens Lehmann, Andrea Pierleoni
2024 J jnl
Structure-Preserving Operator Learning.
CoRR
Nacime Bouziani, Nicolas Boullé
2023 J jnl
A unified framework for double sweep methods for the Helmholtz equation.
J. Comput. Phys.
Nacime Bouziani, Frédéric Nataf, Pierre-Henri Tournier
2023 J jnl
Physics-driven machine learning models coupling PyTorch and Firedrake.
CoRR
Nacime Bouziani, David A. Ham
2021 J jnl
Escaping the abstraction: a foreign function interface for the Unified Form Language [UFL].
CoRR
Nacime Bouziani, David A. Ham
2021 A* conf
Optimal Order Simple Regret for Gaussian Process Bandits.
NeurIPS
Sattar Vakili, Nacime Bouziani, Sepehr Jalali, Alberto Bernacchia, Da-Shan Shiu
2021 J jnl
Optimal Order Simple Regret for Gaussian Process Bandits.
CoRR
Sattar Vakili, Nacime Bouziani, Sepehr Jalali, Alberto Bernacchia, Da-Shan Shiu
2020 J jnl
A splitting double sweep method for the Helmholtz equation.
CoRR
Nacime Bouziani, Henri Calandra, Frédéric Nataf