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Home/Authors/Markus Heinonen

Markus Heinonen

Topic trends: 32,543 papers · similarity ≥ 0.4 · year ≥ 2024 · Data sourced from Semantic Scholar

34,598 papers | Abstracts: 31,650 (91.5%) | Citations: 34,598 (100.0%) | arXiv: 26,074 (75.4%)

Built: Feb 15, 2026, 1:13 AM AMS

9

papers

169

total citations

papers (9)

ClimODE: Climate and Weather Forecasting with Physics-informed Neural ODEs

Continuous-Time Functional Diffusion Processes

NEURIPS 2023arXiv

Modular Flows: Differential Molecular Generation

NEURIPS 2022arXiv

Diffusion Models as Cartoonists: The Curious Case of High Density Regions

Free Hunch: Denoiser Covariance Estimation for Diffusion Models Without Extra Costs

E(3)-equivariant models cannot learn chirality: Field-based molecular generation

From Alexnet to Transformers: Measuring the Non-linearity of Deep Neural Networks with Affine Optimal Transport

De-randomizing MCMC dynamics with the diffusion Stein operator

NEURIPS 2021arXiv

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