🚀 NVIDIA Warp now powers reverse‑mode AD for production‑scale gradient optimization—think real‑time physics sims and HPC‑level differentiable programming. Curious how backprop gets turbocharged? Dive in! #ReverseModeAD #GradientOptimization #DifferentiableProgramming

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A differentiable magnetohydrodynamics simulation toolkit that lets you model stellar winds, magnetic

A differentiable magnetohydrodynamics simulation toolkit that lets you model stellar winds, magnetic reconnection, and cosmic turbulence with GPU acceleration and gradient-based opt...

https://github.com/leo1200/astronomix

#Magnetohydrodynamics #DifferentiableProgramming #ComputationalAstrophysics

Mapping uncertainty using differentiable programming Uncertainty quantification (UQ) and propagation is a ubiquitous challenge in science, permeating our field in a general fashion, and its importance cannot be overstated. Recently, the commoditization...

We just released a new differentiable‐programming framework for rapid uncertainty quantification—no Monte Carlo required! 🚀 Check it out: doi.org/10.1002/aic.... #ProcessEngineering #UQ #DifferentiableProgramming

Book: Alice’s Adventures in a differentiable wonderland My personal website, where I collect slides, publications, and presentations.

Available on Amazon or as a free draft here www.sscardapane.it/alice-book/ . #DifferentiableProgramming #NeuralNetworks #MachineLearning #TechEducation #DeepLearningFoundations