Valerii Iakovlev

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 8

Top Topics

Dynamical Systems

Partially Observed

Top Venues

Publications

Alexandru Dumitrescu, Dani Korpela, Markus Heinonen, Yogesh Verma, Valerii Iakovlev, Vikas Garg, Harri Lähdesmäki
Field-based Molecule Generation. CoRR (2024)
Valerii Iakovlev, Harri Lähdesmäki
Modeling Randomly Observed Spatiotemporal Dynamical Systems. CoRR (2024)
Valerii Iakovlev, Markus Heinonen, Harri Lähdesmäki
Learning Space-Time Continuous Neural PDEs from Partially Observed States. CoRR (2023)
Valerii Iakovlev, Çagatay Yildiz, Markus Heinonen, Harri Lähdesmäki
Latent Neural ODEs with Sparse Bayesian Multiple Shooting. ICLR (2023)
Valerii Iakovlev, Markus Heinonen, Harri Lähdesmäki
Learning Space-Time Continuous Latent Neural PDEs from Partially Observed States. NeurIPS (2023)
Valerii Iakovlev, Çagatay Yildiz, Markus Heinonen, Harri Lähdesmäki
Latent Neural ODEs with Sparse Bayesian Multiple Shooting. CoRR (2022)
Valerii Iakovlev, Markus Heinonen, Harri Lähdesmäki
Learning continuous-time PDEs from sparse data with graph neural networks. ICLR (2021)
Valerii Iakovlev, Markus Heinonen, Harri Lähdesmäki
Learning continuous-time PDEs from sparse data with graph neural networks. CoRR (2020)