activity
20182026
most citedHybrid Forecasting of Chaotic Processes: Using Machine Learning in Conjunction with a Knowledge-Based Model

310 citations · 419 across the 8 of their papers we have counts for

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Showing 2025Show all

2 papers · 1 filter

physics.ao-ph2025★ 3 cited

AI-boosted rare event sampling to characterize extreme weather

Amaury Lancelin, Alex Wikner, Laurent Dubus +5

Weather extremes pose major societal risks, especially in a changing climate, but due to their rarity, they are difficult to study using limited observations or complex climate mod…

cs.LG2025

Reframing Generative Models for Physical Systems using Stochastic Interpolants

Anthony Zhou, Alexander Wikner, Amaury Lancelin +2

Generative models have recently emerged as powerful surrogates for physical systems, demonstrating increased accuracy, stability, and/or statistical fidelity. Most approaches rely…