Sifting through the Noise: A Survey of Diffusion Probabilistic Models and Their Applications to Biomolecules
T Norton, D Bhattacharya - Journal of Molecular Biology, 2024 - Elsevier
Diffusion probabilistic models have made their way into a number of high-profile
applications since their inception. In particular, there has been a wave of research into using …
applications since their inception. In particular, there has been a wave of research into using …
A large-scale foundation model for rna function and structure prediction
Originally marginalized as an intermediate in the information flow from DNA to protein, RNA
has become the star of modern biology, holding the key to precision therapeutics, genetic …
has become the star of modern biology, holding the key to precision therapeutics, genetic …
RNACG: A Universal RNA Sequence Conditional Generation model based on Flow-Matching
L Gao, ZJ Lu - arXiv preprint arXiv:2407.19838, 2024 - arxiv.org
RNA plays a crucial role in diverse life processes. In contrast to the rapid advancement of
protein design methods, the work related to RNA is more demanding. Most current RNA …
protein design methods, the work related to RNA is more demanding. Most current RNA …
[PDF][PDF] Secondary-Structure-Informed RNA Inverse Design via Relational Graph Neural Networks
A Manzourolajdad, M Mohebbi - 2024 - preprints.org
RNA inverse design is an essential part of many RNA therapeutics strategies. To date, there
have been great advances in the computationally-driven RNA design. Current machine …
have been great advances in the computationally-driven RNA design. Current machine …
GeoRDe: Tertiary Structure-based RNA Design With Multiple Geometric Constraint
X Guo, X Zeng, Y Qi, Y Cheng - openreview.net
Functional RNA sequence design plays an essential role in the regulation of life processes.
The RNA inverse folding problem, which involves designing nucleic acid sequences based …
The RNA inverse folding problem, which involves designing nucleic acid sequences based …