Byzantine-Robust Decentralized Federated Learning
Minghong Fang, Zifan Zhang, et al.
CCS 2024
We present simulation friendly detectability conditions for 2D Navier–Stokes Equation (NSE) with periodic boundary conditions, and describe a generic class of “detectable” observation operators: it includes pointwise evaluation of NSE's solution at interpolation nodes, and spatial average measurements. For “detectable” observation operators we design a global infinite-dimensional observer for NSE with uncertain possibly destabilizing inputs: in our numerical experiments we illustrate H1-sensitivity of NSE to small perturbations of initial conditions, yet the observer converges for known and uncertain inputs.
Minghong Fang, Zifan Zhang, et al.
CCS 2024
F. Odeh, I. Tadjbakhsh
Archive for Rational Mechanics and Analysis
Hannaneh Hajishirzi, Julia Hockenmaier, et al.
UAI 2011
Naga Ayachitula, Melissa Buco, et al.
SCC 2007