Hybrid quantum-classical machine learning potential with variational quantum circuits. [PDF]
Willow SY, Yang DC, Kim KS, Myung CW.
europepmc +1 more source
Intracrystalline Void‐Mediated Toughening of Brittle Crystals in Quail Eggshells
In quail eggshells, the high density and disordered arrangement of intracrystalline voids inhibit lattice cleavage, suppress long‐range crack propagation, and promote deformation twinning and quasi‐plasticity, serving as an essential toughening motif. We show that these voids remain within a narrow subcritical size range and therefore predominantly do ...
Jingxiao Zhong +16 more
wiley +1 more source
Further advances in applications can be anticipated through the development of unique and functional materials beyond conventional alloys. Nitrogen enables tailor‐made orbital textures in various transition‐metal hosts, paving the way for devices ranging from spintronics memory to artificial intelligence hardware.
Prabhat Kumar +3 more
wiley +1 more source
Unexpected Asymmetric Mn‐Sb Site Mixing and Reentrant Spin‐Glass State of MnSb2Te4
MnSb2Te4 is an intrinsic magnetic topological insulator. Its properties are extraordinarily sensitive to tiny defects, making structural studies essential for understanding how magnetism and topology work together. This work shows that Mn can be unevenly distributed within the crystal and how that disorder is linked to a newly reported spin‐glass state
Gustavo Chavez Ponce de Leon +7 more
wiley +1 more source
Physics-Informed Machine Learning Correction of Variational Quantum Eigensolver Energies for Molecular Ground States. [PDF]
Sree KCS, Shankar V.
europepmc +1 more source
Using a surrogate human digital twin to model embodied perception and cognition for neuroergonomics. [PDF]
Chowdhury TA, Francis AL, Strauss DJ.
europepmc +1 more source
The Empirical Bayes Variational Autoencoder-A Neural ODE Approach for Population Modeling in Pharmacology. [PDF]
Baaz M, Sjöberg A, Jirstrand M.
europepmc +1 more source
Everything Is Prediction: Modern Machine Learning as Bayesian Inference. [PDF]
Polson NG, Sokolov V, Soyer R.
europepmc +1 more source
Large-Scale Quantum Computing Emulation for Accurate Triplet States of Ir(III) and Pt(II) Phosphorescent Emitters. [PDF]
Genin SN +9 more
europepmc +1 more source

