Iakovlev, Valerii

1. Learning continuous-time PDEs from sparse data with graph neural networks
   2020/06/16 by Valerii Iakovlev, Markus Heinonen, Iakovlev, Valerii +3 · 4 citations
   Computer Science · Physics and Astronomy · #Computational Physics and Python Applications #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Modeling and Simulation Systems
2. E(3)-equivariant models cannot learn chirality: Field-based molecular generation
   2024/02/24 by Alexandru Dumitrescu, Dumitrescu, Alexandru, Dani Korpela +11 · 4 citations
   Engineering · #Molecular Communication and Nanonetworks #Molecular Junctions and Nanostructures #Nanotechnology research and applications
3. Latent Neural ODEs with Sparse Bayesian Multiple Shooting
   2022/10/07 by Valerii Iakovlev, Çağatay Yıldız, Iakovlev, Valerii +5 · 1 citation
   Computer Science · #Human Pose and Action Recognition #Time Series Analysis and Forecasting #Anomaly Detection Techniques and Applications
4. Learning Spatiotemporal Dynamical Systems from Point Process Observations
   2024/06/01 by Valerii Iakovlev, Harri Lähdesmäki, Iakovlev, Valerii +1 · 1 citation
   Biochemistry, Genetics and Molecular Biology · #Diffusion and Search Dynamics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)