supported in part by the Shanghai Science and Technology Innovation Action Planning (No.20dz1203800 to M.C.);the Research and Development Planning in Key Areas of Guangdong Province,China (No.2021 B0202070001 to M.C.);the National Natural Sci-ence Foundation of China (No.61702325 to Y.Q.).
Accurate prediction of drug susceptibility is one of themost important steps in personalized medicine.Applications of machine learning to pharmacogenomic data for sensitivity prediction can help study the mechanism of...
supported by the National Key Research and Development Program of China(2021YFF1200300);the National Natural Science Foundation of China(32122050,32370074);Guangdong Basic and Applied Basic Research Foundation(2021B1515020060);Guangdong Provincial Science and Technology Projects(2022A0505090009);Innovation Program of Chinese Academy of Agricultural Science,and Shenzhen Outstanding Talents Training Fund.
Incorporating noncanonical amino acids(ncAAs)beyond these naturally occurring ones into proteins has proven to be a powerful method for modifying their properties,leading to significant advancements in both fundamenta...
The literature on multi-attribute optimization for renewable energy source(RES)placement in deregulated power markets is extensive and diverse in methodology.This study focuses on the most relevant publications direct...
Tree-based models have been widely applied in both academic and industrial settings due to the natural interpretability, good predictive accuracy, and high scalability. In this paper, we focus on improving the single-...
supported by National Key Research and Development Project(Grant Nos.2022YFB3305800-5,2023YFB3307300);National Natural Science Foundation of China(Grant Nos.62125301,62373014,92267107);Beijing Youth Scholar(Grant No.037)。
Feature selection is a crucial step in data preprocessing because feature selection reduces the dimensionality of data by eliminating irrelevant and redundant features.Since manual labeling is expensive,unsupervised f...
funded by the Natural Science Foundation of China(Grant Nos.42377164 and 41972280);the Badong National Observation and Research Station of Geohazards(Grant No.BNORSG-202305).
Landslide susceptibility prediction(LSP)is significantly affected by the uncertainty issue of landslide related conditioning factor selection.However,most of literature only performs comparative studies on a certain c...
supported by the Natural Science Foundation of Xinjiang Uygur Autonomous Region of China“Study on constitutive behavior of Al-xSi-yCu high purity aluminum alloy billets for target materials”(2020D01C023).
To guarantee the computational accuracy of the finite element model,the strain-compensated Arrhenius-type model,modified Fields-Backofen(m-FB)model and modified Zerilli-Armstrong(m-ZA)model were established to predict...
supported by the National Natural Science Foundation of China(22178190);the National Youth Natural Science Foundation of China(22408195).
Waste heat generation,upgrading,and refrigeration are the fundamental ways to recover and utilize waste heat.Rationalizing the use of refrigerants also contributes to creating energy savings and minimizing carbon emis...
This article constructs statistical selection procedures for exponential populations that may differ in only the threshold parameters. The scale parameters of the populations are assumed common and known. The independ...