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Similarity‐Enhanced Representation Learning of Non‐Canonical Amino Acids for Therapeutic Peptide Modeling

Advanced Science, EarlyView.
Non‐canonical amino acids (ncAAs) enhance peptide therapeutics but remain difficult to model computationally. SinCAA, a similarity‐enhanced pretraining framework, jointly optimizes contrastive learning guided by a novel conformational similarity metric with masked node reconstruction, capturing both functional relationships and chemical identity of ...
Chencheng Xu, Lesong Wei, Jianmin Wang, Yuanpeng Xiong, Ruochi Zhang, Yu Wang, Chao Zha, Qiangcheng Zeng, Xin Gao   +8 more
wiley   +1 more source

Aboveground Biomass Accumulation Over Two Decades Across a Gradient of Tropical Forest Restoration Interventions. [PDF]

Glob Chang Biol
Joyce FH, Zahawi RA, Werden LK, Zarges S, Ferreira MP, Zambrano AMA, Broadbent EN, Rosales JA, Holl KD.   +8 more
europepmc   +1 more source

The Phylogenetic Structure of β -diversity: Covariance Matrix Sparsification of Critical Beta-splitting Trees. [PDF]

Bull Math Biol
Svihla SP, Lladser ME.
europepmc   +1 more source

Interpretable machine learning prognostication of gastroenteropancreatic neuroendocrine tumors across Chinese and United States cohorts. [PDF]

Front Oncol
Fan Y, Yang Y, Wang K, Zhang T, Dong X, Shi Y, Wang M, Li E, Wu Y.   +8 more
europepmc   +1 more source

Amazonian trees under long-term drought exposure are more resilient to El Niño extreme. [PDF]

Commun Earth Environ
Martius LR, Sanchez-Martinez P, Negrão-Rodrigues V, Bittencourt P, Cherlet W, van den Broeck W, Cooper Z, Terryn L, Buranelli C, Torres-Amaral C, Deans R, Binks O, Silva MC, Barbosa da Silva A, Pacheco RD, Sales Teodoro G, Athaydes Silva Junior J, Calders K, Disney M, Saatchi S, Mitchard ETA, Oliveira RS, Rowland L, da Costa ACL, Mencuccini M, Meir P.   +25 more
europepmc   +1 more source

Random House Webster's School and Office Dictionary

, 2002
Random House
core  

Hybrid CNN BiLSTM architecture for smart grid cyberattack detection using smart meter data. [PDF]

Sci Rep
Alamgir FM, Das S, Akand AR, Fariha A, Islam MR, Sarker MZI, Zuberi N, Arman M.   +7 more
europepmc   +1 more source

Random House Websters College Dictionary

, 2001
Random House Reference, Random House
core  

Genetic Architecture and Sample Size Impact Relative Performance of Nonlinear Machine Learning and Standard Polygenic Risk Scores

Zhu J, Baousi A, Morris AP, Guo H.
europepmc   +1 more source

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On Random Binary Trees

Mathematics of Operations Research, 1984
A widely used class of binary trees is studied in order to provide information useful in evaluating algorithms based on this storage structure. A closed form counting formula for the number of binary trees with n nodes and height k is developed and restated as a recursion more useful computationally. A generating function for the number of nodes given
Brown, Gerald G., Shubert, Bruno O.
openaire   +2 more sources