Flow-Matched Neural Operators for Continuous PDE Dynamics
09 Dec 2025
Contributed by Lukas
The episode describes the Continuous Flow Operator (CFO), a novel neural framework for learning the ...
Ep. 11: Principals of Diffusion Models
05 Nov 2025
Contributed by Lukas
This episode provides a comprehensive monograph on diffusion models, detailing their foundational pr...
Ep 10. RainSeer: Physics-Guided Fine-Grained Rainfall Reconstruction
09 Oct 2025
Contributed by Lukas
This episode introduces RainSeer, a novel, structure-aware framework for reconstructing high-resolut...
Ep. 9: FlowCast-ODE Cntinuous Hourly Weather Forecasting with Dynamic Flow Matching and ODE Integration
21 Sep 2025
Contributed by Lukas
This episode dives into FlowCast-ODE, a novel deep learning framework designed to achieve accurate a...
Ep.8 AQUAH: An Automatic Quantification and Unified Agent in Hydrology
03 Sep 2025
Contributed by Lukas
Welcome to a new episode where we dive into AQUAH, the Automatic Quantification and Unified Agent in...
Ep 7. cBottle: Climate in a bottle - foundational AI weather prediction
05 Aug 2025
Contributed by Lukas
cBottle, developed by NVIDIA, is a generative diffusion-based framework that acts as a generative fo...
Ep.6 How to fine tune a weather foundation model to hydrological variables?
30 Jun 2025
Contributed by Lukas
This research evaluates the performance of the Aurora weather foundation model by using lightweight ...
Ep.5 What is foundation model - drawing from numerical simulation
03 Jun 2025
Contributed by Lukas
When we talk about foundation models, what are we talking about? This is a reflection piece on found...
Ep.4 Any-to-any Earth Observation Generation and Thinking - TerraMind
07 May 2025
Contributed by Lukas
IBM recently released the first-of-its-kind geospatial intelligence any-to-any model TerraMind. In t...
Ep.3 Geospatial foundation model - Prithvi
24 Apr 2025
Contributed by Lukas
Today, we are featuring a geospatial foundation model Prithvi, produced by NASA and IBM, one of the ...
Ep.2 AI models for flood forecasting - HydrographNet
15 Apr 2025
Contributed by Lukas
This research article introduces HydroGraphNet, a novel physics-informed graph neural network for im...
Ep.1 AI models for weather forecasting
31 Mar 2025
Contributed by Lukas
We are featuring three papers:Mardani, M., Brenowitz, N., Cohen, Y., Pathak, J., Chen, C., Liu, C., ...