INTERPRETING

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Interpreting hourly mass concentrations of PM_(2.5)chemical components with an optimal deep-learning model
《Journal of Environmental Sciences》2025年第5期125-139,共15页Hongyi Li Ting Yang Yiming Du Yining Tan Zifa Wang 
supported by the National Key Research and Development Program for Young Scientists of China(No.2022YFC3704000);the National Natural Science Foundation of China(No.42275122);the National Key Scientific and Technological Infrastructure project“Earth System Science Numerical Simulator Facility”(EarthLab).
PM_(2.5)constitutes a complex and diversemixture that significantly impacts the environment,human health,and climate change.However,existing observation and numerical simulation techniques have limitations,such as a l...
关键词:Pm2.5 chemical composition Hourly mass concentration Deep learning Bayesian optimization Feature importance 
Interpreting the additive components of multi-species distributional aggregation
《Integrative Zoology》2025年第1期213-214,共2页Zeguang GUO Xiaoqin SHI Ziyan LIAO Feng XIE Youhua CHEN 
supported by the National Key Research and Development Program of China(2022YFF1301404 and 2022YFF1301401);the International Partnership Program of Chinese Academy of Sciences for Grand Challenges(073GJHZ2023091GC);the Strategic Priority Research Program of the Chinese Academy of Sciences(XDB31000000).
Distributional mapping of species is the most fundamental task in biodiversity assessment.Our previous lab works showed that when conducting fine-scale field sequential sampling,a first-order Markov chain model can pe...
关键词:aggregation. ADDITIVE AGGREGATION 
Interpreting machine learning models based on SHAP values in predicting suspended sediment concentration
《International Journal of Sediment Research》2025年第1期91-107,共17页Houda Lamane Latifa Mouhir Rachid Moussadek Bouamar Baghdad Ozgur Kisi Ali El Bilali 
Machine learning(ML)has become a powerful tool for predicting suspended sediment concentration(SSC).Nonetheless,the ability to interpret the physical process is considered the main issue in applying most of ML approac...
关键词:INTERPRETABILITY Machine learning(ML) Shapley values Suspended sediment concentration(SSC) Soil erosion Bouregreg watershed(BW) 
ARE THREE-MINUTE COMMENTARIES DESTROYING MOVIES? How short video summaries alter cinematic experience
《China Report ASEAN》2025年第1期64-64,共1页
“As a director,I hope that the audience will see a movie in cinemas instead of watching threeminute commentaries,about which I’m really speechless,”internationally renowned film director Zhang Yimou said in a recen...
关键词:INTERPRETING MOVIE WATCH 
MAGAZINE REVIEW
《China & The World Cultural Exchange》2025年第1期4-4,共1页
Cultural Relics World Issue 1,2025 Research on the Zodiac Snake Cultural Artifacts With the“Spring Festival,a Social Practice of the Chinese People Celebrating the Traditional New Year”being successfully included in...
关键词:SNAKE INTERPRETING SYMBOL 
Lured by Tradition A famous Chinese vlogger is using social media to promote intangible cultural heritage
《ChinAfrica》2025年第1期56-58,共3页LI XIAOYU 
In the digital age,where traditional culture is in danger of gradually disappearing,one iconic figure has taken it upon herself to reverse the trend by reviving traditional skills.A prominent Chinese vlogger,Li Ziqi,w...
关键词:media RETURN INTERPRETING 
Seeing the World Through the Lens of Mencius
《走进孔子(中英文)》2024年第6期119-128,共10页Mennatallah Ahmed 
By reading and interpreting the Mencius, one can have a more comprehensive understanding of traditional Chinese cultural thought, including Mencius' own philosophical ideas, while simultaneously gaining profound insig...
关键词:INTERPRETING TEACHING primarily 
Universal Scaling Laws in Quantum-Probabilistic Machine Learning by Tensor Network: Toward Interpreting Representation and Generalization Powers
《Chinese Physics Letters》2024年第12期35-45,共11页Sheng-Chen Bai Shi-Ju Ran 
supported in part by the Beijing Natural Science Foundation (Grant No. 1232025);the Ministry of Education Key Laboratory of Quantum Physics and Photonic Quantum Information (Grant No. ZYGX2024K020);Academy for Multidisciplinary Studies, Capital Normal University.
The interpretation of representations and generalization powers has been a long-standing challenge in the fields of machine learning(ML)and artificial intelligence.This study contributes to understanding the emergence...
关键词:QUANTUM GENERALIZATION SCALING 
Foundation model for comprehensive transcriptional regulation analysis
《National Science Review》2024年第11期7-10,共4页Zhaowei Yu Yong Zhang 
supported by the National Nat ural Science Foundation of China(32325012,32030022,32488101,32400522);the National Key Research and Development Program of China(2021YFA1302500);the Science and Technology Commission of Shanghai Municipality(23JS1401200);the Postdoctoral Innovation Talents Support Program(BX20230265);the China Postdoctoral Science Foundation(2022M722423).
Transcription regulation is a complex biological process that researchers have long sought to decode.With recent ad-vancements in artificial intelligence(AI),foundation models,particularly those based on transformer a...
关键词:FOUNDATION INTERPRETING COMPREHENSIVE 
Complexity in interpreting cardiac valve-associated thrombus from tumors in Li-Fraumeni syndrome
《World Journal of Clinical Cases》2024年第31期6431-6435,共5页Sainath Prasanna Bharathi Velmurugan Ramaiyan 
Li-Fraumeni syndrome(LFS)is a well-defined autosomal dominant predisposition syndrome due to TP53 germline mutation that causes many cancer malig-nancies.This early-onset syndrome poses a state of widespread malignanc...
关键词:Li-Fraumeni syndrome Atrial septal defect Cardiac masses Transthoracic echocardiography Transesophageal echocardiography THROMBUS Magnetic resonance imaging 
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