Physics‐Grounded Materials Artificial Intelligence for Reliable Materials Discovery
Physics‐Grounded Materials AI (PhysMat AI) integrates physical priors, descriptors, constraints, verification, and data infrastructure into a unified full‐stack framework, enabling reliable, interpretable, and autonomous AI‐driven materials discovery.
Yuhang Wang +3 more
wiley +1 more source
Persistent Lagrangian transport patterns in the Black Sea identified from climatological Lagrangian Coherent Structures. [PDF]
Gouveia MB +3 more
europepmc +1 more source
Coordinated Unmanned Aircraft System (UAS) and Ground-Based Weather Measurements to Predict Lagrangian Coherent Structures (LCSs). [PDF]
Nolan PJ +12 more
europepmc +1 more source
Establishment of bidirectional communication behavior between natural and artificial cells. The first type of communication from natural dendritic cells to artificial polymeric cells was achieved via ATP release after cell lysis. The released ATP was taken up via gated UV‐controlled permeability increase of the polymeric membrane for performing ...
Ilona Kalte +6 more
wiley +1 more source
Detecting Vortex Formation and Shedding in Cylinder Wakes Using Lagrangian Coherent Structures
Matthew P. Rockwood, K. Taira, M. Green
semanticscholar +1 more source
A trimodal anode architecture spatially regulates silicon clusters within confined interstitial environments formed by graphite and contorted hexabenzocoronene. This confinement suppresses silicon aggregation and localized stress while enabling efficient Li‐ion transport, achieving high‐capacity, stable lithium‐ion batteries.
Jeongmi Joo +11 more
wiley +1 more source
Lagrangian gradient regression for the detection of coherent structures from sparse trajectory data. [PDF]
Harms TD, Brunton SL, McKeon BJ.
europepmc +1 more source
Near-surface coherent structures explored by large eddy simulation of entire tropical cyclones. [PDF]
Ito J, Oizumi T, Niino H.
europepmc +1 more source
Keratin recovered from animal‐hair textile waste is fractionated and blended with cellulose to produce continuously spun hybrid fibers. Selecting the high‐molecular‐weight keratin fraction enables 30 wt.% keratin incorporation while maintaining high strength in dry and wet states.
Mian Zhai +6 more
wiley +1 more source
Extraction of persistent lagrangian coherent structures for the pollutant transport prediction in the Bay of Bengal. [PDF]
Trinadha Rao V +3 more
europepmc +1 more source

