This study introduces FIRE‐GNN, a force‐informed, relaxed equivariant graph neural network for predicting surface work functions and cleavage energies from slab structures. By incorporating surface‐normal symmetry breaking and machine learning interatomic potential‐derived force information, the approach achieves state‐of‐the‐art accuracy and enables ...
Circe Hsu +5 more
wiley +1 more source
Slab tearing and segmented subduction termination driven by transform tectonics. [PDF]
Shuck B +14 more
europepmc +1 more source
Acoustofluidic Patterning for Improved Microtissue Histology
Microtissue histology is widely used to characterize microtissue phenotype and morphology. However, conventional microtissue histology workflows are inefficient and time‐consuming. This work introduces a novel embedding technique that uses acoustofluidics to improve the efficiency of microtissue histology and reduce the time required for data analysis.
Dhananjay V. Deshmukh +13 more
wiley +1 more source
Onset of slab mantle melting in Earth's lower mantle: Evidence from ferropericlase in superdeep diamonds. [PDF]
Ni P +15 more
europepmc +1 more source
The mantle source of REE-rich alkaline silicate magmas can be enriched by continent-derived sediment subduction. [PDF]
Qiu KF +8 more
europepmc +1 more source
Mantle flows driving tectonic escape around eastern Himalaya syntaxis. [PDF]
Qu R +7 more
europepmc +1 more source
Enhancing Structural Integrity Assessment Through Non-Destructive Evaluation. [PDF]
Zatar W, Mota Ruiz F, Nghiem H.
europepmc +1 more source
Unraveling the diversity of Arc volcanism and deep low-frequency tremors in Southwest Japan from numerical modeling. [PDF]
Ha G, Lee C, Kim Y.
europepmc +1 more source
ABSTRACT Four benzothiophenes, thianaphthene (BT‐1), 3‐bromothianaphthene (BT‐2), benzo[b]thiophene‐2‐carboxaldehyde (BT‐3), and benzo[b]thiophene‐2‐carbonitrile (BT‐4), were tested as mild steel corrosion inhibitors in 1‐M HCl. The compounds have the similar benzothiophene core but differ in the substituents bound to the ring.
Nhlanhla G. Chirwa +3 more
wiley +1 more source
Breaking through lag: enhancing intradermal electro-osmotic flow and the future of delay-free continuous glucose monitoring. [PDF]
Ciarrocchi D +8 more
europepmc +1 more source

