30 citations · 30 across the 4 of their papers we have counts for
4 papers
Emulating Non-Differentiable Metrics via Knowledge-Guided Learning: Introducing the Minkowski Image Loss
Filippo Quarenghi, Ryan Cotsakis, Tom Beucler
The ``differentiability gap'' presents a primary bottleneck in Earth system deep learning: since models cannot be trained directly on non-differentiable scientific metrics and must…
Forecasting with Markovian max-stable fields in space and time: An application to wind gust speeds
Ryan Cotsakis, Erwan Koch, Christian-Yann Robert
Hourly maxima of 3-second wind gust speeds are prominent indicators of the severity of wind storms, and accurately forecasting them is thus essential for populations, civil authori…
Computable bounds for the reach and -convexity of subsets of
Ryan Cotsakis
The convexity of a set can be generalized to the two weaker notions of reach and -convexity; both describe the regularity of a set's boundary. For any compact subset of $\mathbb…
Indirect Chiral Magnetic Exchange through Dzyaloshinskii-Moriya--Enhanced RKKY Interactions in Manganese Oxide Chains on Ir(100)
Martin Schmitt, Paolo Moras, Gustav Bihlmayer +9
Ruderman-Kittel-Kasuya-Yosida interaction even if their wave functions lack direct overlap. Theory predicts that spin-orbit scattering leads to a Dzyaloshinskii-Moriya type enhance…