A low‐cost, self‐driving laboratory is developed to democratize autonomous materials discovery. Using this "frugal twin" hardware architecture with Bayesian optimization, the platform rapidly converges to target lower critical solution temperature (LCST) values while self‐correcting from off‐target experiments, demonstrating an accessible route to data‐
Guoyue Xu, Renzheng Zhang, Tengfei Luo
wiley +1 more source
Research on High-Precision Motion Planning of Large Multi-Arm Rock Drilling Robot Based on Multi-Strategy Sampling Rapidly Exploring Random Tree. [PDF]
Xu Q, Lin Y.
europepmc +1 more source
This article implements a unified human digital twin framework that integrates cutting edge actuation, sensing, simulation, and bidirectional feedback capability. The approach includes integrating multimodal sensing, AI, and biomechanical simulation into one compact system.
Tajbeed Ahmed Chowdhury +4 more
wiley +1 more source
Grating based interferometric devices on a silicon photonic platform. [PDF]
Mikhail TJG, Swillam SM, Swillam MA.
europepmc +1 more source
Explaining the Origin of Negative Poisson's Ratio in Amorphous Networks With Machine Learning
This review summarizes how machine learning (ML) breaks the “vicious cycle” in designing auxetic amorphous networks. By transitioning from traditional “black‐box” optimization to an interpretable “AI‐Physics” closed‐loop paradigm, ML is shown to not only discover highly optimized structures—such as all‐convex polygon networks—but also unveil hidden ...
Shengyu Lu, Xiangying Shen
wiley +1 more source
Research on a Cooperative Grasping Method for Heterogeneous Objects in Unstructured Scenarios of Mine Conveyor Belts Based on an Improved MATD3. [PDF]
Gao R, Liu M, Du J, Bao Y, Wu X, Liu J.
europepmc +1 more source
A Wave-Particle Model of Energy Transfer Between Two Atoms in a Transactional Interpretation of Quantum Mechanics. [PDF]
Watts L, Mead C.
europepmc +1 more source
Advances in Photonic Gas Sensors Operating in the VIS-NIR Spectrum: Structures, Materials, and Performance. [PDF]
Rasheed N, Li X, Bakr M.
europepmc +1 more source
Beyond linearity: reimagining AI as a participant in circular bioeconomies. [PDF]
Muthukumar A, Rashid B, Yang L.
europepmc +1 more source
Investigating age-related decline in sensorimotor control using robotic tasks. [PDF]
Alvarez-Hidalgo L +3 more
europepmc +1 more source

