Nikola Kovachki

  ![](/sites/default/files/person/Nikola.Kovachki.jpg)

 ### Publications

### 2026

[Demystifying Data-Driven Probabilistic Medium-Range Weather Forecasting](/index.php/publication/2026-01_demystifying-data-driven-probabilistic-medium-range-weather-forecasting)

[Jean Kossaifi](/index.php/person/jean-kossaifi), [Nikola Kovachki](/index.php/person/nikola-kovachki), [Morteza Mardani](/index.php/person/morteza-mardani), [Daniel Leibovici](/index.php/person/daniel-leibovici), Suman Ravuri, Ira Shokar, Edoardo Calvello, Mohammad Shoaib Abbas, Peter Harrington, Ashay Subramaniam, [Noah Brenowitz](/index.php/person/noah-brenowitz), [Boris Bonev](/index.php/person/boris-bonev), [Wonmin Byeon](/index.php/person/wonmin-byeon), [Karsten Kreis](/index.php/person/karsten-kreis), [Dale Durran](/index.php/person/dale-durran), [Arash Vahdat](/index.php/person/arash-vahdat), [Mike Pritchard](/index.php/person/mike-pritchard), [Jan Kautz](/index.php/person/jan-kautz)

### 2025

[Score-based Diffusion Models in Function Space](/publication/2025-07_score-based-diffusion-models-function-space)

Jae Hyun Lim, [Nikola Kovachki](/person/nikola-kovachki), Ricardo Baptista, Christopher Beckham, Kamyar Azizzadenesheli, [Jean Kossaifi](/person/jean-kossaifi), Vikram Voleti, Jiaming Song, [Karsten Kreis](/person/karsten-kreis), [Jan Kautz](/person/jan-kautz), Christopher Pal, [Arash Vahdat](/person/arash-vahdat), Anima Anandkumar

[Journal of Machine Learning Research (JMLR) 2025](https://arxiv.org/abs/2302.07400)

### 2024

[Warped Diffusion: Solving Video Inverse Problems with Image Diffusion Models](/index.php/publication/2024-12_warped-diffusion-solving-video-inverse-problems-image-diffusion-models)

Giannis Daras, Weili Nie, [Karsten Kreis](/index.php/person/karsten-kreis), Alexandros G. Dimakis, [Morteza Mardani](/index.php/person/morteza-mardani), [Nikola Kovachki](/index.php/person/nikola-kovachki), [Arash Vahdat](/index.php/person/arash-vahdat)

[Neural Information Processing Systems (NeurIPS) 2024](https://arxiv.org/abs/2410.16152)