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| 1 | Depressive symptoms lead to Impaired cellular immune response显示文摘 | Fortes C Farchi S Forastiere F | 2003 | Psyehother Psyehosom2003，72，5： | 1 |
| 2 | Timing of repeat elective eaesare- andelivery and neonatal respiratory outcomes显示文摘 | Farchi S Di Lallo D Polo A | 2010 | Arch Dis Child Fetal Neonatal Ed2010，95，1： | 1 |
| 3 | Depressive symptoms lead to impaired cellular immune response显示文摘 | Fortes C Farchi S Forastiere F | 2003 | Psychother Psychosom2003，72，5： | 1 |
| 4 | Optimal Search in Trees显示文摘 | Yosi Ben-Asher Eitan Farchi Ilan Newman | 1999 | SIMA Journal on Computing1999，28，6： | 1 |
| 5 | The impact of the major causes of death on life expectancy in Italy 显示文摘 | Conti S Farchi G Masocco M | 1999 | Int J Epidemiol1999，28，5： | 1 |
| 6 | Framework for testing multi-threaded Java programs显示文摘 | Edelstein O Farchi E Goldin E | 2003 | Concurrency and Computation: Practice and Experience2003，15，35： | 1 |
| 7 | Residential radon exposure, diet and lung cancer: a case-control study in a Mediterranean region显示文摘 | BOCHICCHIO F FORASTIERE F FARCHI S | 2005 | Int J Cancer2005，114，6： | 1 |
| 8 | Depressive symptoms lead to impaired cellular immune esponse显示文摘 | Fortes C Farchi S Forastiere F | 2003 | Psychotherapy and Psycho-somatics2003，72，5： | 1 |
| 9 | Depressive symptoms lead to impaired cellular immune response显示文摘 | Fortes C Farchi S | 2003 | Psychother Psychosom2003，72，5： | 1 |
| 10 | Low total cholesteroland increased risk of dying:are low levels clinical warning signsin the elderly? Results from the Italian longitudinal study on ag-ing显示文摘 | Brescianini S Maggi S Farchi G | 2003 | J Am Geriatr Soc2003，51，7： | 1 |
| 11 | Tuberculosis incidence, hos- pitalisation prevalence and mortality in Lazio, Italy, 1997 -2003 显示文摘 | Farchi S MantoVani J Borgia P | 2008 | Int J Tuberc Lung Dis2008，12，2： | 1 |
| 12 | Mammographie as- pect,cell kinetics and hormone Receptor status of operable breast cancer显示文摘 | Paradiso A Ventrella V Farchi G | 1993 | Oncology1993，50，2： | 1 |
| 13 | Excessive expression of acetylcholinesterase impairs glutamatergic synaptogenesis in hippocampal neurons 显示文摘 | DONG H XIANG YY FARCHI N | 2004 | J Neurosci2004，24，41： | 1 |
| 14 | Depressive symptoms lead to impaired cellular immune response 显示文摘 | Cristina Fortes Sara Farchi | 2003 | Psychother Psychosom2003，72，： | 1 |
| 15 | Triage and Injury Severity Scores as predictors of mortality and hospital admission for injuries:a validation study显示文摘 | Camilloni L Giorgi Rossi P Farchi S | | 0，，06： | 1 |
| 16 | Machine Learning With Data Assimilation and Uncertainty Quantification for Dynamical Systems:A Review显示文摘Data assimilation(DA)and uncertainty quantification(UQ)are extensively used in analysing and reducing error propagation in high-dimensional spatial-temporal dynamics.Typical applications span from computational fluid dynamics(CFD)to geoscience and climate systems.Recently,much effort has been given in combining DA,UQ and machine learning(ML)techniques.These research efforts seek to address some critical challenges in high-dimensional dynamical systems,including but not limited to dynamical system identification,reduced order surrogate modelling,error covariance specification and model error correction.A large number of developed techniques and methodologies exhibit a broad applicability across numerous domains,resulting in the necessity for a comprehensive guide.This paper provides the first overview of state-of-the-art researches in this interdisciplinary field,covering a wide range of applications.This review is aimed at ML scientists who attempt to apply DA and UQ techniques to improve the accuracy and the interpretability of their models,but also at DA and UQ experts who intend to integrate cutting-edge ML approaches to their systems.Therefore,this article has a special focus on how ML methods can overcome the existing limits of DA and UQ,and vice versa.Some exciting perspectives of this rapidly developing research field are also discussed.Index Terms-Data assimilation(DA),deep learning,machine learning(ML),reduced-order-modelling,uncertainty quantification(UQ). | Sibo Cheng César Quilodrán-Casas Said Ouala Alban Farchi Che Liu Pierre Tandeo Ronan Fablet Didier Lucor Bertrand Iooss Julien Brajard Dunhui Xiao Tijana Janjic Weiping Ding Yike Guo Alberto Carrassi Marc Bocquet Rossella Arcucci | 2023 | IEEE/CAA Journal of Automatica Sinica2023，10，6： | 1 |
| 17 | CIND and MCI in the Italian elderly:frequency,vascular risk factors,progression to dementia显示文摘 | Di Carlo A Lamassa M Baldereschi M Inzitari M Scafato E Farchi G | 2007 | Neurology2007，68，22： | 1 |
| 18 | Impact of multiple injuries on functional and neurological outcomes of patients with spinal cord injury显示文摘 | Scivoletto G Farchi S Laurenza L | 2013 | Scand J Trauma Resusc Emerg Med2013，21，： | 1 |
| 19 | Tuberculosis incidence, hospitalisation prevalence and mortality in Lazio,Italy, 1997-2003显示文摘 | Farchi S Mantovani J Borgia P | 2008 | Int J Tuberc Lung Dis2008，12，2： | 1 |
| 20 | Road traffic injuries in Lazio ,Italy:a descriptive analysis from an emergency departmentbased surveillance system 显示文摘 | Giorgi Rossi P Farchi S Chini F | 2005 | Ann Emerg med2005，46，2： | 1 |
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