Multi‐Objective Robust Controller Synthesis With Integral Quadratic Constraints in Discrete‐Time
ABSTRACT This article presents a novel framework for the robust controller synthesis problem in discrete‐time systems using dynamic Integral Quadratic Constraints (IQCs). We present an algorithm to minimize closed‐loop performance measures such as the ℋ∞$$ {\mathscr{H}}_{\infty } $$‐norm, the energy‐to‐peak gain, the peak‐to‐peak gain, or a ...
Lukas Schwenkel +4 more
wiley +1 more source
Neural SHAKE: geometric constraints in neural differential equations. [PDF]
Diamond JS, Lill MA.
europepmc +1 more source
Online Adaptation of Data‐Driven Controllers for Unknown Nonlinear Systems
ABSTRACT This paper considers data‐driven online control of input‐affine nonlinear systems. By resorting to a data‐based closed‐loop time‐varying system representation, we derive data‐based online semi‐definite programs that are computed along the system's trajectory.
Xiaoyan Dai +2 more
wiley +1 more source
Brain's geometries for movements and beauty judgments. A contribution of topos geometries. [PDF]
Bennequin D, Berthoz A.
europepmc +1 more source
Initial State Privacy of Nonlinear Systems on Riemannian Manifolds
ABSTRACT In this paper, we investigate initial state privacy protection for discrete‐time nonlinear closed systems. By capturing Riemannian geometric structures inherent in such privacy challenges, we refine the concept of differential privacy through the introduction of an initial state adjacency set based on Riemannian distances.
Le Liu, Yu Kawano, Antai Xie, Ming Cao
wiley +1 more source
Neural networks for structured grid generation. [PDF]
Khairullin B, Rykovanov S, Zagidullin R.
europepmc +1 more source
Adsorption Mechanisms and AI‐Driven Discovery of Biomass‐Based CO2 Sorbents
This review analyzes recent advances in biomass‐derived activated carbons for CO2 capture. It highlights the influence of precursors, activation methods, and surface modifications on adsorption performance. The integration of AI‐driven approaches for material optimization is discussed.
Faezeh Hajiali +6 more
wiley +1 more source
Wave modelling of 3 + 1 dimensional Wazwaz Kaur Boussinesq equation with the bilinear neural network method. [PDF]
Shahen NHM +4 more
europepmc +1 more source
Morphogenetic Metals through Topology‐Driven Stiffness Changes and Electrochemical Activation
Morphogenesis in metals is achieved through reversible, electrochemically driven topological changes, which switch stainless‐steel lattices between compliant and stiff states (1.1 MPa–2.6 GPa) at room temperature and with minimal energy input. These topological transitions also allow programmable vibration control and auxetic behavior, establishing a ...
Jungtaek Kim +4 more
wiley +1 more source

