Iakovlev, Valerii

5 publications

ICLR 2025 E(3)-Equivariant Models Cannot Learn Chirality: Field-Based Molecular Generation Alexandru Dumitrescu, Dani Korpela, Markus Heinonen, Yogesh Verma, Valerii Iakovlev, Vikas Garg, Harri Lähdesmäki
ICLR 2025 Learning Spatiotemporal Dynamical Systems from Point Process Observations Valerii Iakovlev, Harri Lähdesmäki
ICLR 2023 Latent Neural ODEs with Sparse Bayesian Multiple Shooting Valerii Iakovlev, Cagatay Yildiz, Markus Heinonen, Harri Lähdesmäki
NeurIPS 2023 Learning Space-Time Continuous Latent Neural PDEs from Partially Observed States Valerii Iakovlev, Markus Heinonen, Harri Lähdesmäki
ICLR 2021 Learning Continuous-Time PDEs from Sparse Data with Graph Neural Networks Valerii Iakovlev, Markus Heinonen, Harri Lähdesmäki