52 citations · 262 across the 22 of their papers we have counts for
23 papers
Deep Metric Loss for Multimodal Learning
Sehwan Moon, Hyunju Lee
Multimodal learning often outperforms its unimodal counterparts by exploiting unimodal contributions and cross-modal interactions. However, focusing only on integrating multimodal…
Generating function for projected entangled-pair states
Wei-Lin Tu, Laurens Vanderstraeten, Norbert Schuch +3
Diagrammatic summation is a common bottleneck in modern applications of projected entangled-pair states, especially in computing low-energy excitations of a two-dimensional quantum…
Ashkin-Teller phase transition and multicritical behavior in a classical monomer-dimer model
Satoshi Morita, Hyun-Yong Lee, Kedar Damle +1
We use Monte Carlo simulations and tensor network methods to study a classical monomer-dimer model on the square lattice with a hole (monomer) fugacity , an aligning dimer-dimer…
Situation-Aware Deep Reinforcement Learning for Autonomous Nonlinear Mobility Control in Cyber-Physical Loitering Munition Systems
Hyunsoo Lee, Soohyun Park, Won Joon Yun +2
According to the rapid development of drone technologies, drones are widely used in many applications including military domains. In this paper, a novel situation-aware DRL- based…
Dipole condensates in tilted Bose-Hubbard chains
Ethan Lake, Hyun-Yong Lee, Jung Hoon Han +1
We study the quantum phase diagram of a Bose-Hubbard chain whose dynamics conserves both boson number and boson dipole moment, a situation which can arise in strongly tilted optica…
Reversibly controlled ternary polar states and ferroelectric bias promoted by boosting square-tensile-strain
Jun Han Lee, Nguyen Xuan Duong, Min-Hyoung Jung +23
Interaction between dipoles often emerges intriguing physical phenomena, such as exchange bias in the magnetic heterostructures and magnetoelectric effect in multiferroics, which l…
Enhancing Semantic Understanding with Self-supervised Methods for Abstractive Dialogue Summarization
Hyunjae Lee, Jaewoong Yun, Hyunjin Choi +2
Contextualized word embeddings can lead to state-of-the-art performances in natural language understanding. Recently, a pre-trained deep contextualized text encoder such as BERT ha…
New disordered anyon phase of doped graphene zigzag nanoribbon
Young Heon Kim, Hye Jeong Lee, Hyng-Yong Lee +1
We investigate interacting disordered zigzag nanoribbons at low doping, using the Hubbard model to treat electron interactions within the density matrix renormalization group and H…
Variational Tensor Network Operator
Yu-Hsueh Chen, Ke Hsu, Wei-Lin Tu +2
We propose a simple and generic construction of the variational tensor network operators to study the quantum spin systems by the synergy of ideas from the imaginary-time evolution…
Cubic ferromagnet and emergent symmetry on its phase boundary
Wei-Lin Tu, Xinliang Lyu, S. R. Ghazanfari +3
We study the simplest quantum lattice spin model for the two-dimensional (2D) cubic ferromagnet by means of mean-field analysis and tensor network calculation. While both methods g…
Controlled doping of electrocatalysts through engineering impurities
Se-Ho Kim, Su-Hyun Yoo, Sangyong Shin +9
Fuel cells recombine water from H2 and O2 thereby powering e.g. cars or houses with no direct carbon emission. In anion-exchange membrane fuel cells (AEMFCs), to reach high power d…
Pre-thermalization via self-driving and external driving of extensive subsystems
Finn Lasse Buessen, Hyun-Yong Lee, Tarun Grover +1
We investigate the non-equilibrium states of an interacting multi-component quantum system when only an extensive subsystem is quantum-quenched or driven from the ground state. As…
Stable Marriage Matching for Traffic-Aware Space-Air-Ground Integrated Networks: A Gale-Shapley Algorithmic Approach
Hyunsoo Lee, Haemin Lee, Soyi Jung +1
In keeping with the rapid development of communication technology, a new communication structure is required in a next-generation communication system. In particular, research usin…
Field-induced Bose-Einstein condensation and supersolid in the two-dimensional Kondo necklace
Wei-Lin Tu, Eun-Gook Moon, Kwan-Woo Lee +2
The application of an external magnetic field of sufficient strength to a spin system composed of a localized singlet can overcome the energy gap and trigger bosonic condensation a…
Entanglement Properties of Disordered Quantum Spin Chains with Long-Range Antiferromagnetic Interactions
Youcef Mohdeb, Javad Vahedi, N. Moure +5
We examine the concurrence and entanglement entropy in quantum spin chains with random long-range couplings, spatially decaying with a power-law exponent . Using the strong diso…
Experiences from the RPC data taking during the CMS RUN-2
Mehar Ali Shah
The CMS experiment recorded 177.75 /fb of proton-proton collision data during the RUN-1 and RUN-2 data taking period. Successful data taking at increasing instantaneous luminositie…
Improved-RPC for the CMS muon system upgrade for the HL-LHC
Priyanka Kumari
During Phase-2 of the LHC, known as the High Luminosity LHC (HL-LHC), the accelerator will increase its instantaneous luminosity to 5 10 cm s, deliver…
Magnetic Field Induced Competing Phases in Spin-Orbital Entangled Kitaev Magnets
Li Ern Chern, Ryui Kaneko, Hyun-Yong Lee +1
There has been a great interest in magnetic field induced quantum spin liquids in Kitaev magnets after the discovery of neutron scattering continuum and half quantized thermal Hall…
Gapless Kitaev Spin Liquid to Classical String Gas through Tensor Networks
Hyun-Yong Lee, Ryui Kaneko, Tsuyoshi Okubo +1
We provide a framework for understanding the gapless Kitaev spin liquid (KSL) in the language of tensor network(TN). Without introducing Majorana fermion, most of the features of t…
Tensor-Ring Decomposition with Index-Splitting
Hyun-Yong Lee, Naoki Kawashima
Tensor-ring decomposition of tensors plays a key role in various applications of tensor network representation in physics as well as in other fields. In most heuristic algorithms f…
Spin-one bilinear-biquadratic model on a star lattice
Hyun-Yong Lee, Naoki Kawashima
We study the ground-state phase diagram of the bilinear-biquadratic model\,(BLBQ) on the star lattice with the state-of-art tensor network algorithms. The system has five pha…
Disordered Quantum Spin Chains with Long-Range Antiferromagnetic Interactions
N. Moure, Hyun-Yong Lee, S. Haas +2
We investigate the magnetic susceptibility of quantum spin chains of spins with power-law long-range antiferromagnetic coupling as a function of their spatial decay…
Effects of thermal inflation on small scale density perturbations
Sungwook E. Hong, Hyung-Joo Lee, Young Jae Lee +2
In cosmological scenarios with thermal inflation, extra eras of moduli matter domination, thermal inflation and flaton matter domination exist between primordial inflation and the…