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
THMC Modeling for CO<sub>2</sub> Geological Storage: Advances, Challenges, and Prospects. [PDF]
Chang J +6 more
europepmc +1 more source
An AI‐enabled micromixing framework is developed by integrating cGAN with Bayesian optimization for predictive control of microrobot‐driven flow manipulation. Through this framework, the spatiotemporal evolution of micromixing is learned directly from experimental images, while rapid identification of optimized microrobot actuation strategies is ...
Dineshkumar Loganathan, Chia‐Yuan Chen
wiley +1 more source
Variable-Condition Operational Optimization of Oil and Gas Gathering Systems Considering Renewable Energy Accommodation: A Comprehensive Review and Future Perspectives. [PDF]
Wang S, Wang W.
europepmc +1 more source
Multiphase Simulation of Dust-Temperature Distribution with Physicochemical Characterization of Metal Dust in Dust Collectors. [PDF]
Chen Y +5 more
europepmc +1 more source
Study of sand particle motion characteristics and distribution patterns in a helical-blade multiphase pump. [PDF]
Zhao X, Shi G, Cui Z, Zhang Y.
europepmc +1 more source
FeS<sub>2</sub>/CuFeS<sub>2</sub> Composite Anodes Based on Seafloor Massive Sulfides Compositions for Lithium-Ion Batteries. [PDF]
Yan S +5 more
europepmc +1 more source
Numerical and Experimental Study on the Molten Pool Behavior and Magnetic Properties of Nano-Crystalline Alloy Ribbon Prepared by PlanarFlow Casting. [PDF]
Li L, Ji H, Sun J, Li D, Li B, Yao J.
europepmc +1 more source
ABSTRACT Mayonnaise, a widely consumed oil‐in‐water emulsion, is highly susceptible to lipid oxidation due to its high content of polyunsaturated fatty acids (PUFAs) and the presence of pro‐oxidant factors such as low pH and iron from egg yolk. Over the past three decades, extensive research has focused on understanding oxidation mechanisms, analytical
Sakhi Ghelichi +2 more
wiley +1 more source
Comprehensive Review on the Droplet Dynamics of an Acoustically Levitated Colloidal Droplet. [PDF]
Selvaraju R, Kureshee A, Kannaiyan K.
europepmc +1 more source

