Zobrazeno 1 - 10
of 15 719
pro vyhledávání: '"Jinwoo An"'
Publikováno v:
International Journal of Geo-Engineering, Vol 15, Iss 1, Pp 1-29 (2024)
Abstract The utilization of geopolymer as a grouting material has gained significant attention in research and construction applications. Geopolymer grout is a type of binding material that differs from traditional grouts, typically based on Portland
Externí odkaz:
https://doaj.org/article/de60eb1751714ec1ad539dc1aaffdb23
Autor:
Bubryur Kim, K. R. Sri Preethaa, Sujeen Song, R. R. Lukacs, Jinwoo An, Zengshun Chen, Euijung An, Sungho Kim
Publikováno v:
Journal of Big Data, Vol 11, Iss 1, Pp 1-37 (2024)
Abstract The construction industry substantially contributes to the economic growth of a country. However, it records a large number of workplace injuries and fatalities annually due to its hesitant adoption of automated safety monitoring systems. To
Externí odkaz:
https://doaj.org/article/81c64d9d4c39449cae3d17a37e5c47e4
Publikováno v:
Case Studies in Construction Materials, Vol 21, Iss , Pp e03707- (2024)
Structural durability is critical for building and civil engineering safety, wherein the arrangement and distribution of reinforcing bar (rebar) is crucial. Improperly aligned rebar impacts bearing capacity, whereas uniform spacing optimally distribu
Externí odkaz:
https://doaj.org/article/e870baa46a8f443ea27c17cb71e6a55d
Autor:
Jung, Hojung, Park, Youngrok, Schmid, Laura, Jo, Jaehyeong, Lee, Dongkyu, Kim, Bongsang, Yun, Se-Young, Shin, Jinwoo
Diffusion models have demonstrated remarkable success in various domains, including molecular generation. However, conditional molecular generation remains a fundamental challenge due to an intrinsic trade-off between targeting specific chemical prop
Externí odkaz:
http://arxiv.org/abs/2411.00551
In this work, we investigate a method for simulation-free training of Neural Ordinary Differential Equations (NODEs) for learning deterministic mappings between paired data. Despite the analogy of NODEs as continuous-depth residual networks, their ap
Externí odkaz:
http://arxiv.org/abs/2410.22918
Autor:
Choi, Jinwoo, Kim, Dohyeong
We establish a weak form of Ennola's conjecture. We achieve this by showing that two main assumptions Louboutin made in his previous work hold true. These assumptions are about Laurent polynomials over the rationals, and we prove them by using Newton
Externí odkaz:
http://arxiv.org/abs/2410.21158
Applications like program synthesis sometimes require proving that a property holds for all of the infinitely many programs described by a grammar - i.e., an inductively defined set of programs. Current verification frameworks overapproximate program
Externí odkaz:
http://arxiv.org/abs/2410.16102
We study Liouville quantum gravity (LQG) in the supercritical (a.k.a. strongly coupled) phase, which has background charge $Q \in (0,2)$ and central charge $\mathbf{c}_{\mathrm{L}} = 1+6Q^2 \in (1,25)$. Recent works have shown how to define LQG in th
Externí odkaz:
http://arxiv.org/abs/2410.12693
Optimal control plays a crucial role in numerous mechanical and robotic applications. Broadly, optimal control methods are divided into direct methods (which optimize trajectories directly via discretization) and indirect methods (which transform opt
Externí odkaz:
http://arxiv.org/abs/2410.09657
Autor:
Yu, Sihyun, Kwak, Sangkyung, Jang, Huiwon, Jeong, Jongheon, Huang, Jonathan, Shin, Jinwoo, Xie, Saining
Recent studies have shown that the denoising process in (generative) diffusion models can induce meaningful (discriminative) representations inside the model, though the quality of these representations still lags behind those learned through recent
Externí odkaz:
http://arxiv.org/abs/2410.06940