| Firedrake user manual DA Ham, PHJ Kelly, L Mitchell, C Cotter, RC Kirby, K Sagiyama, ... | 101 | 2023 |
| Optimal order simple regret for Gaussian process bandits S Vakili, N Bouziani, S Jalali, A Bernacchia, D Shiu Advances in Neural Information Processing Systems 34, 21202-21215, 2021 | 54 | 2021 |
| Escaping the abstraction: a foreign function interface for the Unified Form Language [UFL] N Bouziani, DA Ham NeurIPS 2021 Workshop on Differentiable Programming (Best Paper Award …, 2021 | 8 | 2021 |
| Learning closure relations using differentiable programming: An example in radiation transport AJ Crilly, B Duhig, N Bouziani Journal of Quantitative Spectroscopy and Radiative Transfer 318, 108941, 2024 | 5 | 2024 |
| Physics-driven machine learning models coupling PyTorch and Firedrake N Bouziani, DA Ham arXiv preprint arXiv:2303.06871, 2023 | 5 | 2023 |
| A unified framework for double sweep methods for the Helmholtz equation N Bouziani, F Nataf, PH Tournier Journal of Computational Physics 490, 112305, 2023 | 2 | 2023 |
| Differentiable programming across the PDE and Machine Learning barrier N Bouziani, DA Ham, A Farsi arXiv preprint arXiv:2409.06085, 2024 | 1 | 2024 |
| REXEL: An end-to-end model for document-level relation extraction and entity linking N Bouziani, S Tyagi, J Fisher, J Lehmann, A Pierleoni NAACL 2024, 2024 | 1 | 2024 |
| Structure-Preserving Operator Learning N Bouziani, N Boullé arXiv preprint arXiv:2410.01065, 2024 | | 2024 |
| OSDS: A Sweeping Preconditioner for the Helmholtz Equation N Bouziani, F Nataf 26th International Domain Decomposition Conference, DD XXVI, Hong Kong …, 2021 | | 2021 |
| External Operators in Firedrake N Bouziani, DA Ham AGU Fall Meeting 2020, 2020 | | 2020 |
| Supplementary Material:“Optimal Order Simple Regret for Gaussian Process Bandits” S Vakili, N Bouziani, S Jalali, A Bernacchia, D Shiu | | |
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