output
20162025
most citedBiomimetic Ultra-Broadband Perfect Absorbers Optimised with Reinforcement Learning

89 citations

13 papers

quant-ph2025

New perspectives on quantum kernels through the lens of entangled tensor kernels

Seongwook Shin, Ryan Sweke, Hyunseok Jeong

Quantum kernel methods are one of the most explored approaches to quantum machine learning. However, the structural properties and inductive bias of quantum kernels are not fully u…

cond-mat.supr-con2023

Planckian behavior of cuprates at the pseudogap critical point simulated via flat electron-boson spectral density

Hwiwoo Park, Jun H. Park, Jungseek Hwang

Planckian behavior has been recently observed in La1.76Sr0.24CuO4 at the pseudogap critical point. The Planckian behavior takes place in an intriguing quantum metallic state at a q…

hep-lat2022★ 3 cited

Thermal Transitions in Dense Two-Colour QCD

Dale Lawlor, Simon Hands, Seyong Kim +1

The infamous sign problem makes it impossible to probe dense (baryon density ) QCD at temperatures near or below the deconfinement threshold. As a workaround, one can explor…

cond-mat.soft2022★ 9 cited

Ion size effect on electrostatic and electroosmotic properties in soft nanochannels with pH-dependent charge density

Jun-Sik Sin, Un-Hyok Kim

We report a theoretical study of ion size effect on various properties in a soft nanochannel with pH-dependent charge density. We develop a free energy based mean-field theory taki…

cond-mat.soft2022★ 4 cited

Effect of Bjerrum pairs on electrostatic properties in an electrolyte solution near charged surfaces: A mean-field approach

Jun-Sik Sin

In this paper, we investigate the consequences of ion association, coupled with the considerations of finite size effects and orientational ordering of Bjerrum pairs as well as ion…

cond-mat.mes-hall2020★ 15 cited

Valley Depolarization in Monolayer Transition-Metal Dichalcogenides with Zone-Corner Acoustic Phonons

Tae-Young Jeong, Soungmin Bae, Seong-Yeon Lee +3

Although single-layer transition-metal dichalcogenides with novel valley functionalities are promising candidate to realize valleytronic devices, the essential understanding of val…

cond-mat.stat-mech2020★ 36 cited

Anomalous diffusion for active Brownian particles cross-linked to a networked polymer: Langevin dynamics simulation and theory

Sungmin Joo, Xavier Durang, O-chul Lee +1

Quantitatively understanding of the dynamics of an active Brownian particle (ABP) interacting with a viscoelastic polymer environment is a scientific challenge. It is intimately re…

physics.atom-ph2020★ 15 cited

Entanglement via rotational blockade of MgF molecules in a magic potential

Eunmi Chae

Diatomic polar molecules are one of the most promising platforms of quantum computing due to their rich internal states and large electric dipole moments. Here, we propose entangli…

cond-mat.soft2020★ 35 cited

Tuning the Selective Permeability of Polydisperse Polymer Networks

Won Kyu Kim, Richard Chudoba, Sebastian Milster +3

We study the permeability and selectivity (`permselectivity') of model membranes made of polydisperse polymer networks for molecular penetrant transport, using coarse-grained, impl…

physics.optics2019★ 89 cited

Biomimetic Ultra-Broadband Perfect Absorbers Optimised with Reinforcement Learning

Trevon Badloe, Inki Kim, Junsuk Rho

By learning the optimal policy with a double deep Q-learning network, we design ultra-broadband, biomimetic, perfect absorbers with various materials, based the structure of a moth…

physics.chem-ph2019★ 74 cited

Ionic Organic Cage-encapsulating Phase-transferable Metal Clusters

Su-Yun Zhang, Zdravko Kochovski, Hui-Chun Lee +4

Exploration of metal clusters (MCs) adaptive to both aqueous and oil phases without disturbing their size is promising for a broad scope of applications. The state-of-the-art appro…

cond-mat.mtrl-sci2019★ 18 cited

First-Principles Study on NaxTiO2 with Trigonal Bipyramid Structures: An Insight into Sodium-Ion Battery Anode Application

Song-Hyok Choe, Chol-Jun Yu, Kum-Chol Ri +4

Developing efficient anode materials with low electrode voltage, high specific capacity and superior rate capability is urgently required on the road to commercially viable sodium-…

physics.chem-ph2016★ 16 cited

Importance of local exact exchange potential in hybrid functionals for accurate excited states

Jaewook Kim, Kwangwoo Hong, Sang-Yeon Hwang +3

Density functional theory has been an essential analysis tool for both theoretical and experimental chemists since accurate hybrid functionals were developed. Here we propose a loc…