Results 181 to 190 of about 17,106 (295)

A flexible symbolic regression method for constructing interpretable clinical prediction models. [PDF]

NPJ Digit Med, 2023
La Cava WG, Lee PC, Ajmal I, Ding X, Solanki P, Cohen JB, Moore JH, Herman DS.   +7 more
europepmc   +1 more source

The RNA‐Binding Protein PARN Remodeled 3′ UTR Structure Defines Poly(A)‐Loading Sites to Mediate Immunoglobulin Homeostasis

Advanced Science, EarlyView.
ABSTRACT Class Switch Recombination (CSR) is essential for generating high‐affinity antibody isotypes from IgM during adaptive humoral responses. Despite well‐established roles for various transcription factors, whether CSR is subject to dedicated post‐transcriptional control represents a significant gap in knowledge.
Siyuan Sun, Chen Yang, Xiaoyu Wang, Naijing Hu, Shengyao Zhang, Xinchun Li, Yu Chen, Jianan Zhai, Xiangfeng Tang, Wei Lu, Chenxu Lu, Changchang Cao, Weiru Yu, Wenhao Wu, Xiaonan Nie, Fengchao Wang, Bing Fang, Fazheng Ren, Yixuan Li, Juan Chen   +19 more
wiley   +1 more source

Unsupervised Hierarchical Symbolic Regression for Interpretable Property Modeling in Complex Multi-Variable Systems. [PDF]

Adv Sci (Weinh)
Lou S, Liu C, Zhang D, Chen Y, Mo F.
europepmc   +1 more source

A computational framework for physics-informed symbolic regression with straightforward integration of domain knowledge. [PDF]

Sci Rep, 2023
Keren LS, Liberzon A, Lazebnik T.
europepmc   +1 more source

Scalable Neural Symbolic Regression using Control Variables

Symbolic regression (SR) is a powerful technique for discovering the analytical mathematical expression from data, finding various applications in natural sciences due to its good interpretability of results.
Qi, Hairong, Zhao, Hongjue, Chu, Xieting, Xu, Enze, Chen, Minghan, Shao, Huajie   +5 more
core  

Mechanism‐Informed Machine Learning Enables Discovery of Oncolytic Peptides for Cancer Immunotherapy

Advanced Science, EarlyView.
MISPOP integrates ensemble learning with membrane‐active physicochemical priors to identify Dermaseptin‐S9, a natural oncolytic peptide that disrupts tumor membranes, triggers immunogenic cell death, and shows strong antitumor activity. The study illustrates a mechanism‐informed route from peptide sequence data to cancer immunotherapy leads.
Wen Zhang, Shengxin Lu, Guangyong Zheng, Shensuo Li, Hongyu Chen, Mei Hong, Xiangru Zhou, Ruotian Tang, Ye Wu, Weidong Zhang, Dong Lu, Xin Luan   +11 more
wiley   +1 more source

Hybrid PSO-SVM and symbolic regression model for agricultural water demand prediction. [PDF]

Sci Rep
Lv H, Zhao Y, Wang W, Hou K, Zheng X.
europepmc   +1 more source

Contemporary Symbolic Regression Methods and their Relative Performance. [PDF]

Adv Neural Inf Process Syst, 2021
La Cava W, Burlacu B, Virgolin M, Kommenda M, Orzechowski P, de França FO, Jin Y, Moore JH.   +7 more
europepmc   +1 more source

Inhibitory Decay and Supercritical Brain Dynamics During Sleep Deprivation

Advanced Science, EarlyView.
Sleep deprivation progressively shifts human brain dynamics from near‐critical toward supercritical states, as revealed by neuronal avalanche analysis of resting‐state fMRI. These changes track subjective sleep pressure rather than vigilance lapses and show marked network heterogeneity. A circuit model suggests that reduced inhibitory efficacy provides
Dai Zhang, Liqin Zhou, Rong Wang, Yuehua Han, Zhentao Zuo, Yanghua Tian, Ke Zhou   +6 more
wiley   +1 more source

Learning Approximate Symbolic Solutions to Burgers' Equation using Symbolic Regression. [PDF]

IFAC Pap OnLine
Cohen BG, Beykal B, Bollas GM.
europepmc   +1 more source