Nature communications
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Plants (Basel, Switzerland)
Aggregation-Induced Emission Luminogens: A New Possibility for Efficient Visualization of RNA in Plants
bioRxiv
A Transformer Based Machine Learning of Molecular Grammar Inherent in Proteins Prone to Liquid Liquid Phase Separation
Journal of proteome research
Recent Advancements in Subcellular Proteomics: Growing Impact of Organellar Protein Niches on the Understanding of Cell Biology
For Beginners
Must ReadNature
How phase separation is revolutionizing biology
Protein science : a publication of the Protein Society
A sequence-based model for identifying proteins undergoing liquid-liquid phase separation/forming fibril aggregates via machine learning
bioRxiv
Sequence, Structure and Functional space of Drosophila de novo proteins
Nature
Conformational ensembles of the human intrinsically disordered proteome
Nature methods
Direct prediction of intrinsically disordered protein conformational properties from sequences
bioRxiv
An Integrated Machine Learning Approach Delineates Entropic Modulation of α-synuclein by Small Molecule
Science advances
Active learning of the thermodynamics-dynamics trade-off in protein condensates
Bioinformatics advances
Seq2Phase: language model-based accurate prediction of client proteins in liquid-liquid phase separation
bioRxiv
Sequence characteristics and an accurate model of abundant hyperactive loci in the human genome
Briefings in bioinformatics
Phanto-IDP: compact model for precise intrinsically disordered protein backbone generation and enhanced sampling
Journal of medicinal chemistry
Molecular Graph-Based Deep Learning Algorithm Facilitates an Imaging-Based Strategy for Rapid Discovery of Small Molecules Modulating Biomolecular Condensates
bioRxiv : the preprint server for biology
Exploring the Roles of RNAs in Chromatin Architecture Using Deep Learning
Biophysical journal
Extract Latent Features of Single Particle Trajectories with Historical Experience Learning
bioRxiv
Active learning of the thermodynamics–dynamics tradeoff in protein condensates
International journal of molecular sciences
Challenges in Imaging Analyses of Biomolecular Condensates in Cells Infected with Influenza A Virus
bioRxiv