Multiscale Phenomena in the Solid-Liquid Transition State of a Granular Material: Analysis and Modelling of Dense Granular Materials.Dense granular materialsDissipationFailureGranular materialsMechanicsRheologyWe have recently established, in close collaboration with experimentalists (from geology, physics, ...
Liquid-crystal-elastomer-actuated reconfigurable microscale kirigami metastructures. Adv. Mater. 33, 2008605 (2021). Article CAS Google Scholar Nandi, S. & Winter, H. H. Swelling behavior of partially cross-linked polymers: a ternary system. Macromolecules 38, 4447–4455 (2005). Article ADS ...
Physics-informed machine learning for reliability and systems safety applications: State of the art and challenges 2023, Reliability Engineering and System Safety Citation Excerpt : Rai [39] made a meticulous and systematic attempt at organizing and standardizing the methods of combining machine learning...
43,44,45,46,47,48. At the same time, demand for explainable artificial intelligence (XAI) has emerged in recently, so as to incorporate scientific knowledge or practical experience into black-box models and thus to enhances the transparency and interpretability of machine learning and...
With the advancement of modern science and technology, large scientific facilities are increasingly oriented toward demand and application, and can be used for basic research as well as serving multiple disciplines. Developing large scientific facilities
Motor function depends on neural dynamics spanning multiple spatiotemporal scales of population activity, from spiking of neurons to larger-scale local field potentials (LFP). How multiple scales of low-dimensional population dynamics are related in cont
Nanofiltration (NF) and reverse osmosis (RO) processes are physical separation technologies used to remove contaminants from liquid streams by employing de
In order to characterize the dispersion state of the PP/clay melt during production, the extruder has been equipped with the OCT probe for in-line process monitoring, see Fig. 1(c). The probe is mounted to a sensor port of the extruder located at the end of the machine close to the ...
Current design strategies of fast charge protocols are either guided by experiment33,51,52 or machine-learning algorithms53,54, lacking a physics-based understanding of the electrode dynamics, which can be assisted by the 3D phase-field modeling presented here. Figure 7d shows the simulated ...
(S2in Fig.2a) is lower than in the first stage. As pressure continues to be applied during the final pressurization stage, the contact interface between the top and bottom electrodes and PCC become compressed to a saturated state. At this juncture, the change in contact of the conductive ...