Navigating the microarray landscape: a comprehensive review of feature selection techniques and their applications. [PDF]
Wang F +9 more
europepmc +1 more source
Deep Learning‐Based Phase‐Field Modelling of Brittle Fracture in Anisotropic Media
ABSTRACT This work presents a variational physics‐informed deep learning framework for phase‐field modelling of brittle crack propagation in anisotropic media. Previous variational energy‐based neural network (NN) approaches have focused on second‐order, isotropic phase‐field fracture formulations and have relied on fully connected NNs.
Nojus Plungė +3 more
wiley +1 more source
From SMILES Codes for Reactants and Products to Transition States With VeloxChem
Initial guesses for transition state optimizations are produced from a mere input of reactant and product SMILES codes, and achieved by interpolating generated force fields for reactants and products. The entire workflow scheme is implemented in the VeloxChem software.
Bastiaan van Hoorn +2 more
wiley +1 more source
An Atom-Precise Approach to Damp First-Order Phase Transitions and Its Implications for Neuromorphic Signal Processing. [PDF]
Agbeworvi G +17 more
europepmc +1 more source
Methodological Frameworks for Computational Electrocatalysis: From Theory to Practice. [PDF]
Re Fiorentin M +8 more
europepmc +1 more source
Molecular dynamics study of the frictional properties of multilayer MoS2. [PDF]
Hu C, Yi C, Bai M, Lv J, Tang D.
europepmc +1 more source
An Improved FastICA Method for Fetal ECG Extraction. [PDF]
Yuan L, Zhou Z, Yuan Y, Wu S.
europepmc +1 more source
A molecular dynamics study on the mechanical properties of Fe-Ni alloy nanowires and their temperature dependence. [PDF]
Chen J, Li P, Lin EE.
europepmc +1 more source
Indentation-induced plastic behaviour of nanotwinned Cu/high entropy alloy FeCoCrNi nanolaminate: an atomic simulation. [PDF]
Feng H +6 more
europepmc +1 more source

