activity
20152023
most citedAccelerated search and design of stretchable graphene kirigami using machine learning

178 citations · 618 across the 13 of their papers we have counts for

collaborators

13 papers

cond-mat.soft2023★ 1 cited

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…

cond-mat.mtrl-sci2023★ 7 cited

Vibrations and tunneling of strained nanoribbons at finite temperature

Paul Z. Hanakata, Sourav S. Bhabesh, David Yllanes +2

Crystalline sheets (e.g., graphene and transition metal dichalcogenides) liberated from a substrate are a paradigm for materials at criticality because flexural phonons can fluctua…

cond-mat.soft2022★ 6 cited

Curvature as an external field in mechanical antiferromagnets

Abigail Plummer, Paul Z. Hanakata, David R. Nelson

A puckered sheet is a freestanding crystalline membrane with an embedded array of bistable buckled units. Recent work has shown that the bistable units behave like spins in a two-d…

cond-mat.mtrl-sci2021★ 11 cited

Anomalous thermal expansion in Ising-like puckered sheets

Paul Z. Hanakata, Abigail Plummer, David R. Nelson

Motivated by efforts to create thin nanoscale metamaterials and understand atomically thin binary monolayers, we study the finite temperature statistical mechanics of arrays of bis…

cond-mat.stat-mech2020★ 21 cited

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…

cond-mat.mtrl-sci2020★ 63 cited

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…

physics.comp-ph2018★ 178 cited

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…

cond-mat.mtrl-sci2018★ 36 cited

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…

cond-mat.mtrl-sci2017★ 39 cited

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…

cond-mat.mes-hall2017★ 7 cited

Spin-Orbit Dirac Fermions in 2D Systems

Aleksandr S. Rodin, Paul Z. Hanakata, Alexandra Carvalho +3

We propose a novel model for including spin-orbit interactions in buckled two dimensional systems. Our results show that in such systems, intrinsic spin-orbit coupling leads to a f…

cond-mat.mtrl-sci2016★ 169 cited

Polarization and valley switching in monolayer group-IV monochalcogenides

Paul Z. Hanakata, Alexandra Carvalho, David K. Campbell +1

Group-IV monochalcogenides are a family of two-dimensional puckered materials with an orthorhombic structure that is comprised of polar layers. In this article, we use first princi…

cond-mat.mtrl-sci2015★ 80 cited

Highly Stretchable MoS Kirigami

Paul Z. Hanakata, Zenan Qi, David K. Campbell +1

We report the results of classical molecular dynamics simulations focused on studying the mechanical properties of MoS kirigami. Several different kirigami structures were st…

cond-mat.soft2015

A Unifying Framework to Quantify the Effects of Substrate Interactions, Stiffness, and Roughness on the Dynamics of Thin Supported Polymer Films

Paul Z. Hanakata, Beatriz A. Pazmiño Betancourt, Jack F. Douglas +1

Changes in the dynamics of supported polymer films in comparison to bulk materials involve a complex convolution of effects, such as substrate interactions, roughness and complianc…