A Hierarchical Deep Symbolic AI Method for Closed‐Form, Interpretable Constitutive Modeling
ABSTRACT Recent advances in advanced manufacturing have enabled the development of multifunctional materials such as soft composites, whose complex nonlinear behaviors demand accurate and interpretable constitutive modeling. Traditional phenomenological formulations rely heavily on assumed functional forms and expert intuition, requiring extensive ...
Haozhe Yu +3 more
wiley +1 more source
Social prescribing programs involving unpaid caregivers: A scoping review. [PDF]
Kadri Z +5 more
europepmc +1 more source
Safe Stabilization Using Non‐Smooth Control Lyapunov Barrier Function
ABSTRACT This paper addresses the challenge of safe stabilization, ensuring the system state reaches the origin while avoiding unsafe state regions. Existing approaches that rely on smooth Lyapunov barrier functions often fail to guarantee a feasible controller. To overcome this limitation, we introduce the non‐smooth control Lyapunov barrier function (
Jianglin Lan +3 more
wiley +1 more source
Soft-Community Kernel Rényi Spectrum for Semantic Uncertainty Estimation in Large Language Models. [PDF]
Li Z, Du J.
europepmc +1 more source
Structure Exploitation in Semi-Definite Programs for Systems Analysis
A wide variety of problems involving analysis of systems can be rewritten as a semidefinite program. When solving these problems optimization algorithms are used. Large size makes the problems unsolvable in practice and computationally more effective solvers are needed.
Harju Johansson, Janne, Hansson, Anders
openaire +1 more source
Measured‐State Conditioned Recursive Feasibility for Stochastic Model Predictive Control
ABSTRACT In this paper, we address the problem of designing stochastic model predictive control (SMPC) schemes for linear systems affected by unbounded disturbances. The contribution of the paper is rooted in a measured‐state initialization strategy. First, due to the nonzero probability of violating chance‐constraints in the case of unbounded noise ...
Mirko Fiacchini +2 more
wiley +1 more source
Delay-aware chemotherapy dosing via online critic learning. [PDF]
Rahimi F, Samadi M.
europepmc +1 more source
RIS-assisted anti-spatial aliasing direct localization in NLOS scenarios via spatio-temporal-frequency information fusion. [PDF]
Li J, Wang J, Liu L, Cui W, Jian C.
europepmc +1 more source
Bias-Reduced Localization for Drone Swarm Based on Sensor Selection. [PDF]
Wu B, Shen B, Zhang Y, Yang L, Wang Z.
europepmc +1 more source

