Autonomous AI‐Driven Design for Skin Product Formulations
This review presents a comprehensive closed‐loop framework for autonomous skin product formulation design. By integrating artificial intelligence‐driven experiment selection with automated multi‐tiered assays, the approach shifts development from trial‐and‐error to intelligent optimisation.
Yu Zhang +5 more
wiley +1 more source
Artificial Intelligence for Advanced Functional Materials: Progress and Emerging Frontiers
Artificial intelligence is transforming the discovery of functional materials by linking synthesis, characterization, simulation, and design in unified workflows. Advances in machine learning, autonomous experimentation, and foundation models are accelerating innovation across energy, electronics, and biomedicine, while revealing new frontiers for ...
Cristiano Malica +38 more
wiley +1 more source
Global positive solutions of a generalized logistic equation with bounded and unbounded coefficients
In this paper we study the generalized logistic equation $$ frac{du}{dt}=a(t)u^{n}-b(t)u^{n+(2k+1)},quad n,kin mathbb{N}, $$ which governs the population growth of a self-limiting specie, with $a(t)$, $b(t)$ being continuous bounded functions.
George N. Galanis, Panos K. Palamides
doaj
ABSTRACT Genetic modifiers of Duchenne muscular dystrophy (DMD) that alter disease severity or response to therapy have been reported using natural history or registry data sets of older corticosteroid‐treated patients. We tested associations of genetic modifiers on motor function outcomes in young (4 to < 7 years) steroid naïve clinical trial ...
Utkarsh J. Dang +16 more
wiley +1 more source
Maximal regularity in L^p(R^N) for a class of elliptic operators with unbounded coefficients
Strongly elliptic differential operators with (possibly) unbounded lower order coefficients are shown to generate C_0-semigroups on L^p(R^N ...
CUPINI, GIOVANNI, S. Fornaro
core +1 more source
Asymptotic behavior of elliptic boundary-value problems with some small coefficients
The aim of this paper is to analyze the asymptotic behavior of the solutions to elliptic boundary-value problems where some coefficients become negligible on a cylindrical part of the domain. We show that the dimension of the space can be reduced and
Senoussi Guesmia
doaj
Exact wave structures and bifurcation for the (2+1)-Dimensional bogoyavlensky-Konopelchenko equation using modified extended direct algebraic technique. [PDF]
Elhady MA +4 more
europepmc +1 more source
Measuring Electrode Kinetics Under Spatial Confinement. Application of Pulse Voltammetry to Different Mass Transport Modes Using Butler-Volmer and Marcus-Hush-Chidsey Frameworks. [PDF]
Hernández-Tovar JV +5 more
europepmc +1 more source
A counterexample to Schauder estimates for elliptic operators with unbounded coefficients
We consider a homogeneous elliptic Dirichlet problem involving an Ornstein-Uhlenbeck operator in a half space of R^2. We show that for a particular initial datum, which is Lipschitz continuous and bounded, the second derivative of the classical solution ...
Priola, Enrico, E. Priola
core

