39 citations · 60 across the 3 of their papers we have counts for
7 papers
Geometric control of tilt transition dynamics in single-clamped thermalized elastic sheets
Roberto Abril Valenzuela, Paul Z. Hanakata, Mark J. Bowick
We study the finite-temperature dynamics of thin elastic sheets in a single-clamped cantilever configuration. This system is known to exhibit a tilt transition at which the preferr…
Thermal buckling and symmetry breaking in thin ribbons under compression
Paul Z. Hanakata, Sourav S. Bhabesh, Mark J. Bowick +2
Understanding thin sheets, ranging from the macro to the nanoscale, can allow control of mechanical properties such as deformability. Out-of-plane buckling due to in-plane compress…
Forward and Inverse Design of Kirigami via Supervised Autoencoder
Paul Z. Hanakata, Ekin D. Cubuk, David K. Campbell +1
Machine learning (ML) methods have recently been used as forward solvers to predict the mechanical properties of composite materials. Here, we use a supervised-autoencoder (sAE) to…
Accelerated search and design of stretchable graphene kirigami using machine learning
Paul Z. Hanakata, Ekin D. Cubuk, David K. Campbell +1
Making kirigami-inspired cuts into a sheet has been shown to be an effective way of designing stretchable materials with metamorphic properties where the 2D shape can transform int…
Strain-induced gauge and Rashba fields in ferroelectric Rashba lead chalcogenide PbX monolayers (X = S, Se, Te)
Paul Z. Hanakata, A. S. Rodin, Harold S. Park +2
One of the exciting features of two-dimensional (2D) materials is their electronic and optical tunability through strain engineering. Previously, we found a class of 2D ferroelectr…
Two-dimensional Square Buckled Rashba Lead Chalcogenides
Paul Z. Hanakata, A. S. Rodin, Alexandra Carvalho +3
We propose the lead sulphide (PbS) monolayer as a 2D semiconductor with a large Rashba-like spin-orbit effect controlled by the out-of-plane buckling. The buckled PbS conduction ba…