A differentiable pipeline uses continuous atom occupancy and gradient descent plus a neural network to optimize short-range order in multi-element alloys directly for target stiffness properties.
Atomic-scale evidence of chemical short-range order in CrCoNi medium-entropy alloy
2 Pith papers cite this work. Polarity classification is still indexing.
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cond-mat.mtrl-sci 2years
2026 2verdicts
UNVERDICTED 2representative citing papers
Neutron diffraction detects intrinsic chemical short-range order in CoCrNi via a diffuse peak at 1.85 Å^{-1}, enhanced by aging, with simulations and SANS confirming nanoscale Ni-rich domains.
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Differentiable inverse design of short-range order in high-entropy alloys: from target sro to target property
A differentiable pipeline uses continuous atom occupancy and gradient descent plus a neural network to optimize short-range order in multi-element alloys directly for target stiffness properties.
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Direct Observation of Chemical Short-Range Order in CoCrNi Alloy Using Neutron Diffraction
Neutron diffraction detects intrinsic chemical short-range order in CoCrNi via a diffuse peak at 1.85 Å^{-1}, enhanced by aging, with simulations and SANS confirming nanoscale Ni-rich domains.