activity
20072025
most citedDeep learning for determining a near-optimal topological design without any iteration

358 citations · 754 across the 10 of their papers we have counts for

collaborators

10 papers

cs.LO2025

Simplifying Formal Proof-Generating Models with ChatGPT and Basic Searching Techniques

Sangjun Han, Taeil Hur, Youngmi Hur +3

The challenge of formal proof generation has a rich history, but with modern techniques, we may finally be at the stage of making actual progress in real-life mathematical problems…

cs.CV2022★ 2 cited

Laplacian Pyramid-like Autoencoder

Sangjun Han, Taeil Hur, Youngmi Hur

In this paper, we develop the Laplacian pyramid-like autoencoder (LPAE) by adding the Laplacian pyramid (LP) concept widely used to analyze images in Signal Processing. LPAE decomp…

cs.LG2018★ 358 cited

Deep learning for determining a near-optimal topological design without any iteration

Yonggyun Yu, Taeil Hur, Jaeho Jung +1

In this study, we propose a novel deep learning-based method to predict an optimized structure for a given boundary condition and optimization setting without using any iterative s…

hep-ph2011★ 179 cited

Scale invariant extension of the standard model with strongly interacting hidden sector

Taeil Hur, P. Ko

We present a scale invariant extension of the standard model with new QCD-like strong interaction in the hidden sector. A scale is dynamically generated in the hidden sector…

hep-ph2010

Electroweak symmetry breaking and cold dark matter from strongly interacting hidden sector

P. Ko

We consider a hidden sector with new vectorlike confining gauge theories like QCD. Then a scale would be generated in the hidden sector by dimensional transmutation, and chir…

hep-ph2008★ 14 cited

Common gauge origin of discrete symmetries in observable sector and hidden sector

Taeil Hur, Hye-Sung Lee, Christoph Luhn

An extra Abelian gauge symmetry is motivated in many new physics models in both supersymmetric and nonsupersymmetric cases. Such a new gauge symmetry may interact with both the obs…