Zobrazeno 1 - 10
of 1 478
pro vyhledávání: '"Beardall, A"'
Autor:
Li, Zehui, Ni, Yuhao, Xia, Guoxuan, Beardall, William, Das, Akashaditya, Stan, Guy-Bart, Zhao, Yiren
Abstract Recent advances in immunology and synthetic biology have accelerated the development of deep generative methods for DNA sequence design. Two dominant approaches in this field are AutoRegressive (AR) models and Diffusion Models (DMs). However
Externí odkaz:
http://arxiv.org/abs/2410.21345
Autor:
Li, Zehui, Ni, Yuhao, Beardall, William A V, Xia, Guoxuan, Das, Akashaditya, Stan, Guy-Bart, Zhao, Yiren
This paper introduces a novel framework for DNA sequence generation, comprising two key components: DiscDiff, a Latent Diffusion Model (LDM) tailored for generating discrete DNA sequences, and Absorb-Escape, a post-training algorithm designed to refi
Externí odkaz:
http://arxiv.org/abs/2402.06079
Publikováno v:
Nature Communications, Vol 15, Iss 1, Pp 1-19 (2024)
Abstract Understanding how genetic variants affect the epigenome is key to interpreting GWAS, yet profiling these effects across the non-coding genome remains challenging due to experimental scalability. This necessitates accurate computational model
Externí odkaz:
https://doaj.org/article/017c3affa2604ad582b27a9346c01e5f
Given the increasing volume and quality of genomics data, extracting new insights requires interpretable machine-learning models. This work presents Genomic Interpreter: a novel architecture for genomic assay prediction. This model outperforms the st
Externí odkaz:
http://arxiv.org/abs/2306.05143
Autor:
Prakash, Nalini a, 1, 2, ⁎, Ramakrishnan, Arun b, 3, Vader, Daniel T. c, 4, Goodill, Sherry d, 5, Beardall, Nancy e, 6, Moore, Reneé H. f, Shim, Minjung g, 7
Publikováno v:
In The Arts in Psychotherapy March 2025 92
Publikováno v:
In Marine Environmental Research February 2025 204
Publikováno v:
Frontiers in Marine Science, Vol 11 (2024)
Respiratory activity in the oceans is declining due to the expansion of hypoxic zones and progressive deoxygenation, posing threats to marine organisms along with impacts of concurrent ocean acidification. Therefore, understanding the combined impact
Externí odkaz:
https://doaj.org/article/f1d0560c77ad422a9a42005bb371723d
Autor:
Wong, Kuan Yee, Megat Mazhar Khair, Megat Hamzah, Song, Adelene Ai Lian, Masarudin, Mas Jaffri, Loh, Jiun Yan, Chong, Chou Min, Beardall, John, Teo, Michelle Yee Mun, In, Lionel Lian Aun
Publikováno v:
In Fish and Shellfish Immunology June 2024 149
Autor:
Ge, Jingke, Jin, Peng, Xie, Shuyu, Beardall, John, Feng, Yuan, Guo, Can, Ma, Zengling, Gao, Guang
Publikováno v:
In Environmental Pollution 1 February 2024 342
Autor:
Prakash, Nalini, Goodill, Sherry, Sood, Suruchi, Vader, Daniel T., Moore, Reneé H., Beardall, Nancy, Shim, Minjung
Publikováno v:
In Social Sciences & Humanities Open 2024 10