activity
20202026
most citedDeep Lake: a Lakehouse for Deep Learning

8 citations · 27 across the 13 of their papers we have counts for

collaborators

13 papers

cond-mat.dis-nn2026

Spin Quantum Hall Effect: the Critical Exponents

Hrant Topchyan, Win Nuding, Andreas Klümper +1

The spin quantum Hall effect (SQHE) provides one of the few examples of an Anderson localization transition for which exact critical exponents are known, making it an important tes…

cond-mat.stat-mech2026

Statistical properties of quadrangular surfaces

Hrant Topchyan, Rudik Badalyan, Ara Sedrakyan

We investigate the statistical properties of random quadrangular surfaces generated by different randomization procedures: the Gruzberg-Klümper-Nuding-Sedrakyan (GKNS) construction…

cond-mat.str-el2026

Nucleation of Sachdev-Ye-Kitaev Clusters in One Spatial Dimension

Hrant Topchyan, Tigran A. Sedrakyan

We study how Sachdev-Ye-Kitaev (SYK) interactions can arise from localized single-particle states on a system that is effectively one dimensional. If a local interaction is project…

cond-mat.str-el2026

The symmetry protected boundary modes in two-dimensional Potts paramagnets

Hrant Topchyan

We construct and analyze a class of one-dimensional boundary Hamiltonians arising from two-dimensional symmetry-protected topological phases with symmetry…

cond-mat.str-el2025

Topological edge states in two-dimensional Potts paramagnet protected by the symmetry

Hrant Topchyan, Tigran Hakobyan, Mkhitar Mirumyan +2

We construct a two-dimensional bosonic symmetry-protected topological (SPT) paramagnet protected by an on-site symmetry, starting from a three-component…

cond-mat.dis-nn2024

Harris-Luck criterion in the plateau transition of the Integer Quantum Hall Effect

Hrant Topchyan, Win Nuding, Andreas Klümper +1

The Harris criterion imposes a constraint on the critical behavior of a system upon introduction of new disorder, based on its dimension and localization length exponent . I…

cond-mat.dis-nn2024★ 4 cited

The integer quantum Hall transition: an -matrix approach to random networks

Hrant Topchyan, Ilya Gruzberg, Win Nuding +2

In this paper we propose a new -matrix approach to numerical simulations of network models and apply it to random networks that we proposed in a previous work 10.1103/PhysRevB.9…

cs.CV2024

Towards Artwork Explanation in Large-scale Vision Language Models

Kazuki Hayashi, Yusuke Sakai, Hidetaka Kamigaito +2

Large-scale Vision-Language Models (LVLMs) output text from images and instructions, demonstrating capabilities in text generation and comprehension. However, it has not been clari…

cond-mat.str-el2023★ 1 cited

Two-dimensional topological paramagnets protected by symmetry: Properties of the boundary Hamiltonian

Hrant Topchyan, Vasilii Iugov, Mkhitar Mirumyan +3

We systematically study gapless edge modes corresponding to symmetry-protected topological (SPT) phases of two-dimensional three-state Potts paramagnets on a triangu…

cond-mat.str-el2023★ 1 cited

SPT extension of quantum Ising model's ferromagnetic phase

Hrant Topchyan

This paper focuses on the creation of a model with explicitly defined symmetry-protected topological (SPT) phases on a triangular lattice as an extension of Ising model's fer…

cond-mat.str-el2022★ 7 cited

and symmetry protected topological paramagnets

Hrant Topchyan, Vasilii Iugov, Mkhitar Mirumyan +3

We identify two-dimensional three-state Potts paramagnets with gapless edge modes on a triangular lattice protected by symmetry and s…

cs.DC2022★ 8 cited

Deep Lake: a Lakehouse for Deep Learning

Sasun Hambardzumyan, Abhinav Tuli, Levon Ghukasyan +8

Traditional data lakes provide critical data infrastructure for analytical workloads by enabling time travel, running SQL queries, ingesting data with ACID transactions, and visual…

cond-mat.dis-nn2020★ 6 cited

Geometry of random potentials: Induction of 2D gravity in Quantum Hall plateau transitions

Riccardo Conti, Hrant Topchyan, Roberto Tateo +1

In the context of the Integer Quantum Hall plateau transitions, we formulate a specific map from random landscape potentials onto 2D discrete random surfaces. Critical points of th…