Valerii Iakovlev

According to our database, Valerii Iakovlev authored at least 6 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Modeling Randomly Observed Spatiotemporal Dynamical Systems.

Valerii Iakovlev, Harri Lähdesmäki

CoRR, 2024

Field-based Molecule Generation.

Alexandru Dumitrescu, Dani Korpela, Markus Heinonen, Yogesh Verma, Valerii Iakovlev, Vikas Garg, Harri Lähdesmäki

CoRR, 2024

2023

Learning Space-Time Continuous Neural PDEs from Partially Observed States.

Valerii Iakovlev, Markus Heinonen, Harri Lähdesmäki

CoRR, 2023

Learning Space-Time Continuous Latent Neural PDEs from Partially Observed States.

Valerii Iakovlev, Markus Heinonen, Harri Lähdesmäki

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Latent Neural ODEs with Sparse Bayesian Multiple Shooting.

Valerii Iakovlev, Çagatay Yildiz, Markus Heinonen, Harri Lähdesmäki

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2021

Learning continuous-time PDEs from sparse data with graph neural networks.

Valerii Iakovlev, Markus Heinonen, Harri Lähdesmäki

Proceedings of the 9th International Conference on Learning Representations, 2021