Valerii Iakovlev

Researcher, Dynatrace

Joined

June 2020

Names

Valerii Iakovlev (Preferred)

Emails

****@aalto.fi (Confirmed)

,

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Researcher

Dynatrace (dynatrace.com)

2025 – Present

PhD student

Aalto University (aalto.fi)

2020 – 2024

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

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 Poster
- Readers: Everyone
Learning Spatiotemporal Dynamical Systems from Point Process Observations
Valerii Iakovlev, Harri Lähdesmäki
- ICLR 2025 Spotlight
- Readers: Everyone
Learning Space-Time Continuous Latent Neural PDEs from Partially Observed States
Valerii Iakovlev, Markus Heinonen, Harri Lähdesmäki
- NeurIPS 2023 poster
- Readers: Everyone
Latent Neural ODEs with Sparse Bayesian Multiple Shooting
Valerii Iakovlev, Cagatay Yildiz, Markus Heinonen, Harri Lähdesmäki
- Published: 01 Feb 2023, Last Modified: 14 Jan 2026
- ICLR 2023 poster
- Readers: Everyone
Enforcing physics-based algebraic constraints for inference of PDE models on unstructured grids
Valerii Iakovlev, Markus Heinonen, Harri Lähdesmäki
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Submitted
- Readers: Everyone
Learning continuous-time PDEs from sparse data with graph neural networks
Valerii Iakovlev, Markus Heinonen, Harri Lähdesmäki
- Published: 12 Jan 2021, Last Modified: 12 Oct 2025
- ICLR 2021 Poster
- Readers: Everyone

Co-Authors