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	题名	作者	年代	出处	被引量
1	High-throughput screening and machine learning for the efficient growth of high-quality single-wall carbon nanotubes显示文摘It has been a great challenge to optimize the growth conditions toward structure-controlled growth of single-wall carbon nanotubes(SWCNTs).Here,a high-throughput method combined with machine learning is reported that efficiently screens the growth conditions for the synthesis of high-quality SWCNTs.Patterned cobalt(Co)nanoparticles were deposited on a numerically marked silicon wafer as catalysts,and parameters of temperature,reduction time and carbon precursor were optimized.The crystallinity of the SWCNTs was characterized by Raman spectroscopy where the featured G/D peak intensity(IG/ID)was extracted automatically and mapped to the growth parameters to build a database.1,280 data were collected to train machine learning models.Random forest regression(RFR)showed high precision in predicting the growth conditions for high-quality SWCNTs,as validated by further chemical vapor deposition(CVD)growth.This method shows great potential in structure-controlled growth of SWCNTs.	Zhong-Hai Ji Lili Zhang Dai-Ming Tang Chien-Ming Chen Torbjörn EMNordling Zheng-De Zhang Cui-Lan Ren Bo Da Xin Li Shu-Yu Guo Chang Liu Hui-Ming Cheng	2021	Nano Research2021，14，12：	3
2	Abscess formation in invasive pituitary adenoma : case report显示文摘	Jadhav RN Dahiwadkar HV Palande DA	1998	Neurosurgery1998，43，3：	1
3	Endoseopie Management of Fibroe Pithelial Ployps in the Ureter 显示文摘	Sharma NK Stephenson RN Tolley DA	1996	Br J Urol1996，78，：	1
4	Impairment of endotheliumdependent dilation response after resuscitation from hemorrhagic shock involved postreceptor mechanisms显示文摘	Garrison RN Spain DA	2004	Shock2004，21，2：	1
5	Clarification of risk factors for abdominal operations in patients with hepatic cirrhosis 显示文摘	Garrison RN Cryer HM Howard DA	1984	Ann Surg1984，199，60：	1
6	Reverse subclavian flap repair of hypoplastic transverse aorta in infancy显示文摘	Vincent RN Fyfe DA	2001	Ann Thorac Surg2001，71，5：	1
7	Placental glutathi- one S-transferase correlates with cellular proliferation during rat tongue carcinogenesis induced by 4-nitroquinoline-l-ox- ide 显示文摘	Silva RN Ribeiro DA Salvadori DM	2007	Exp Toxicol Pathol2007，59，1：	1
8	Passage of peptides through the blood brain barrier with colloidal polymer particles(nanoparticles)显示文摘	Keuter J Alyautdin RN Kharkevich DA	1995	Brain Res1995，674，：	1
9	Prevention of obesity -linked renal disease: age - dependent effects of dietary food re- striction 显示文摘	Maddox DA Alavi FK Santella RN	2002	Kidney Int2002，62，1：	1
10	Microvascular changes explainthe “Two- hit” theory of multiple organ failure显示文摘	Garrison RN Spain DA Wilson MA	1998	Ann Surg1998，227，：	1
11	Passage of peptides through the blood-brain barrier with colloidal polymer particles (nanoparticles)显示文摘	Kreuter J Alyautdin RN Kharkevich DA	1995	Brain Res1995，674，：	1
12	Macroscopic and microscopic effedts of GaAIAs diode laser and dexamethasone therapies on oral mucositis induced by fluorouracil in rats显示文摘	Lara RN da Guerra EN de Melo NS	2007	Oral Health Prev Dent2007，5，1：	1
13	Efficacy and safety of intramuscular aripiprazole in patients with acute agitation : a randomized, double - blind, placebo- controlled trial 显示文摘	TRAN-JOHNSON TK SACK DA MARCUS RN	2007	J Clin Psychiatry2007，68，1：	1
14	The treatment of rest- less legs syndrome and periodic limb movement disorder in a- dults-an update for 2012 :practice parameters with an evidence- based systematic review and meta-analyses: an American A- cademy of Sleep Medicine Clinical Practice Guideline 显示文摘	Aurora RN Kristo DA Bista SR	2012	Sleep2012，35，8：	1
15	Isotype responses to candidate vaccine antigens in protective sera obtained from mice vaccinated with irradiated cercariae of Schistosoma mansoni显示文摘	Rithter D Incani RN Harn DA	1993	Infect Immun1993，61，：	1
16	Traumatic brain injury is associated with the development of deep vein thrombosis independent of pharmacological prophylaxis显示文摘	Reiff DA Haricharan RN Bullington NM	2009	J Trauma2009，66，5：	1
17	Abscess formation in invasive pituitary adenoma:case report显示文摘	Jadhav RN Dahiwadkar HV Palande DA	1998	Neurosurgery1998，43，3：	1
18	Progress in clinical neurosciences : therapeutic hypothermia in severe traumatic brain injury 显示文摘	Zygun DA Doig C J Auer RN	2003	Can J Neurol Sci2003，30，4：	1
19	Microvascular changes explain the 'two-hit' theory of multiple organ failure显示文摘	Garrison RN Sapin DA Wilson MA	1998	Ann Surg1998，227，6：	1
20	Evaluation of ischemia-modified albumin in myocardial infarction and prostatic diseases 显示文摘	Mastella AK Moresco RN da Silva DB	2009	Biomed Pharmacother2009，63，10：	1

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