Adeel A Pervez
3 Publications
2025 | Published | Conference Paper | IST-REx-ID: 20032 | 
Chen J, Yao D, Pervez AA, Alistarh D-A, Locatello F. Scalable mechanistic neural networks. In: 13th International Conference on Learning Representations. ICLR; 2025:63716-63737.
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| arXiv
2025 | Published | Conference Paper | IST-REx-ID: 20817 |
Pervez AA, Gavves E, Locatello F. Mechanistic PDE networks for discovery of governing equations. In: 42nd International Conference on Machine Learning. Vol 267. ML Research Press; 2025:48962-48973.
[Published Version]
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| arXiv
2024 | Published | Conference Paper | IST-REx-ID: 18114 |
Pervez AA, Locatello F, Gavves E. Mechanistic neural networks for scientific machine learning. In: Proceedings of the 41st International Conference on Machine Learning. Vol 235. ML Research Press; 2024:40484-40501.
[Published Version]
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| arXiv
Grants
3 Publications
2025 | Published | Conference Paper | IST-REx-ID: 20032 |
Chen J, Yao D, Pervez AA, Alistarh D-A, Locatello F. Scalable mechanistic neural networks. In: 13th International Conference on Learning Representations. ICLR; 2025:63716-63737.
[Published Version]
View
| Files available
| arXiv
2025 | Published | Conference Paper | IST-REx-ID: 20817 |
Pervez AA, Gavves E, Locatello F. Mechanistic PDE networks for discovery of governing equations. In: 42nd International Conference on Machine Learning. Vol 267. ML Research Press; 2025:48962-48973.
[Published Version]
View
| Files available
| arXiv
2024 | Published | Conference Paper | IST-REx-ID: 18114 |
Pervez AA, Locatello F, Gavves E. Mechanistic neural networks for scientific machine learning. In: Proceedings of the 41st International Conference on Machine Learning. Vol 235. ML Research Press; 2024:40484-40501.
[Published Version]
View
| Files available
| Download Published Version (ext.)
| arXiv