The "teapot in a city": a paradigm shift in urban climate modeling
Najda Villefranque, Fr\'ed\'eric Hourdin, Louis d'Alen\c{c}on, and St\'ephane Blanco, Olivier Boucher, Cyril Caliot, Christophe, Coustet, J\'er\'emi Dauchet, Mouna El Hafi, Olivier Farges and, Vincent Forest, Richard Fournier, Val\'ery Masson, Benjamin Piaud, and Robert Schoetter

TL;DR
This paper reviews recent interdisciplinary advances in mathematics, physics, and computer science that enable a paradigm shift in urban climate modeling, improving understanding and prediction of city-atmosphere interactions.
Contribution
It introduces novel mathematical and computational approaches from graphics and physics that enhance coupled heat transfer simulations in complex urban environments.
Findings
Enhanced simulation accuracy for urban heat transfer.
Potential applications in energy transition and climate adaptation.
Bridging disciplines for innovative urban climate models.
Abstract
Urban areas are a high-stake target of climate change mitigation and adaptation measures. To understand, predict and improve the energy performance of cities, the scientific community develops numerical models that describe how they interact with the atmosphere through heat and moisture exchanges at all scales. In this review, we present recent advances that are at the origin of last decade's revolution in computer graphics, and recent breakthroughs in statistical physics that extend well established path-integral formulations to non-linear coupled models. We argue that this rare conjunction of scientific advances in mathematics, physics, computer and engineering sciences opens promising avenues for urban climate modeling and illustrate this with coupled heat transfer simulations in complex urban geometries under complex atmospheric conditions. We highlight the potential of these…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsUrban Heat Island Mitigation · Meteorological Phenomena and Simulations · Wind and Air Flow Studies
