Ibaraki researchers overcame a fundamental theoretical limitation using gradient-flow methods, achieving nearly flat electronic bands alongside almost uniform Berry curvature—previously considered mutually exclusive in finite lattice systems.

#GradientFlow #QuantumGeometry #News

Soon gonna quit my job to work full time on gradientflow.ai

I’ve wanted to do this for so many years, it’s exciting and terrifying!

We’ll be partly a dev shop at first to pay the bills, building custom AI applications for clients as we build out the platform

Diagram illustrating methods for tuning/customizing an LLM i0.wp.com/gradientflow... (source: gradientflow.com/maximizing-t...)

Researchers recast Wasserstein barycenter computation as a gradient flow. Two algorithms are presented—for empirical measures and Gaussian mixtures—and they claim convergence guarantees. https://getnews.me/gradient-flow-scales-wasserstein-barycenter-computation/ #wasserstein #gradientflow

A new theorem shows linear convergence of continuous gradient descent (gradient flow) for any feed‑forward network with ReLU, sigmoid or piecewise‑polynomial activations. Read more: https://getnews.me/unified-proof-shows-gradient-flow-converges-for-neural-networks/ #gradientflow #neuralnetworks

Researchers provided a sample‑complexity formula for gradient flow to recover all spikes in noisy tensors, guaranteeing recovery up to a permutation without SNR‑separation constraints https://getnews.me/sample-complexity-for-permutation-recovery-in-tensor-estimation/ #tensor #gradientflow

Study shows forward‑Euler diverges on Wasserstein KL gradient flows, but a regularizing term restores convergence to the global minimizer (16 Sep 2025). Read more: https://getnews.me/forward-euler-breaks-on-wasserstein-flows-regularization-helps/ #wasserstein #gradientflow #euler

Welcome back to Ready. Or Not. This week Nathan Macintosh talks data with Ben Lorica, former data scientist at O'Reilly and founder of GradientFlow.

Watch it in the Readiverse: https://bit.ly/4l7h4lJ

#DataProtection #Governance

ENG | Different skins that I created for the game still in development Gradient Flow

FR | Différents skins que j'ai créer pour le jeu toujours en développement Gradient Flow
store.steampowered.com/app/2457200/...

#digitalartwork #3dart #GradientFlow #gameart #game #racing