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| 1 | Estimation of diaphragm wall deflections for deep braced excavation in anisotropic clays using ensemble learning显示文摘This paper adopts the NGI-ADP soil model to carry out finite element analysis,based on which the effects of soft clay anisotropy on the diaphragm wall deflections in the braced excavation were evaluated.More than one thousand finite element cases were numerically analyzed,followed by extensive parametric studies.Surrogate models were developed via ensemble learning methods(ELMs),including the e Xtreme Gradient Boosting(XGBoost),and Random Forest Regression(RFR)to predict the maximum lateral wall deformation(δhmax).Then the results of ELMs were compared with conventional soft computing methods such as Decision Tree Regression(DTR),Multilayer Perceptron Regression(MLPR),and Multivariate Adaptive Regression Splines(MARS).This study presents a cutting-edge application of ensemble learning in geotechnical engineering and a reasonable methodology that allows engineers to determine the wall deflection in a fast,alternative way. | Runhong Zhang Chongzhi Wu Anthony T.C.Goh Thomas Bohlke Wengang Zhang | 2021 | Geoscience Frontiers2021，12，1： | 9 |
| 2 | Methods for measuring denitrification: Diverse approaches to a difficult problem显示文摘 | Groffman P M Altabet M A Bohlke J K | 2006 | Ecological Applications2006，16，6： | 1 |
| 3 | Atomic weights of the elements: Review 2000-(IUPAC technical report)显示文摘 | De Laeter J R Bohlke J K De Bievre P | 2003 | Pure Applied Chemistry2003，75，6： | 1 |
| 4 | Isotopic composition and origin of indigenous natural perchlorate and co-occurring nitrate in the southwestern United States 显示文摘 | JACKSON W A BOHLKE J K GU B | 2010 | Environ Sci Technol2010，44，13： | 1 |
| 5 | Recommendations for the use of WBC Growth Factors : American Society of Clinical Oncology Clinical Practice guideline Update显示文摘 | Smith TJ Bohlke K Lyman GH | 2015 | J Clin Oncol2015，33，28： | 1 |
| 6 | Use of anti-inflammatory drugs and lower esophageal sphincter relaxing drugs and risk of esophageal and gastric cancers显示文摘 | Joan F Christine J Bohlke K | 2007 | Clin Gastroenterol Hepatol2007，5，10： | 1 |
| 7 | Combined use of groundwater dating,chemical,and isotopic analyses to resolve the history and fate of nitrate contamination in two agricultural watersheds,Atlantic coastal plain,Maryland显示文摘 | Bohlke J K Denver J M | 1995 | Water Resources Research1995，31，9： | 1 |
| 8 | Predictors of quality of life among patients on dialysis in southern Brazil显示文摘 | Bohlke M Nunes DL Marini SS | 2008 | Sao Paulo Med J2008，126，5： | 1 |
| 9 | Groundwater recharge and agricultural contamination 显示文摘 | BOHLKE J K | 2002 | Hydrogeology Journal2002，10，1： | 1 |
| 10 | Combined use of ground-water dating, chemical, and isotopic analyses to resolve the history and fate of nitrate contamination in two agricultural watersheds, At- lantic coastal plain, Maryland 显示文摘 | BOHLKE J K DENVER J M | 1995 | Water Resources Research1995，31，： | 1 |
| 11 | Epidemiology of anaphylaxis: findings of the American College of Allergy, Asthma and Immunology Epidemiology of Anaphylaxis Working Group 显示文摘 | Lieberman P Camargo CA Jr Bohlke K | 2006 | Ann Allergy Asthma Immunol2006，97，5： | 1 |
| 12 | Oxygen isotopes in nitrate: New reference materials for O-18: O-17:O-16 measurements and observations on nitrate-water equilibration 显示文摘 | Bohlke J K Mroczkowski S J Coplen T B C | 2003 | Rapid Communications in Mass Spectrometry2003，17，： | 1 |
| 13 | Determination of δ18O and δ15N in Nitrate显示文摘 | Revesz K Bohlke J K Yoshinari T | 1997 | Analytical Chemistry1997，，69： | 1 |
| 14 | Methane-hydrogen gas seeps, Zambales, Ophiolite, Philippines: Deep or shallow origin?显示文摘 | Abrajano T A Sturchio N C Bohlke J K | 1988 | Chemical Geology1988，71，1： | 1 |
| 15 | Flow and geochemis- try of groundwater beneath a back-barrier lagoon~The subterra- nean estuary at Chincoteague Bay, Maryland, USA显示文摘 | Bratton J F Bohlke J K Kranta D E | 2009 | Marine Chemistry2009，113，12： | 1 |
| 16 | PCR performance of the B-type DNA polymerase from the thermophilic euryarchaeon Thermococcus aggregans improved by mutations in the Y-GG/A motif 显示文摘 | Bohlke K Pisani F M Vorgias C E | 2000 | Nucleic Acids Res2000，28，20： | 1 |
| 17 | Methane hydrogen gas seeps, zambales ophiolite, philippines-deep or shallow origin 显示文摘 | Abrajano T A Sturchio N C Bohlke J K | 1988 | Chemical Geology1988，71，： | 1 |
| 18 | Detection of γ - hydroxybutyrate in striatal microdialysates following peripheral 1,4 - butanediol administration in rats 显示文摘 | Roopa Kapadia Mark Bohlke Timothy J Maher | 2007 | Life Sci2007，80，11： | 1 |
| 19 | Epidemiology of an aphylaxis: findings of the American College of Allergy,Asthma and Immunology Epidemiology of Anaphylaxis Working Group 显示文摘 | Lieberman P Camargo C A Jr Bohlke K | 2006 | Ann Allergy Asthma Immunol2006，97，5： | 1 |
| 20 | Isotopic Compositions of the Elements, 2001显示文摘 | BOHLKE J K DE LAETER J R DE BIEVRE P | 2005 | Journal of Physical and Chemical Reference Data2005，34，1： | 1 |
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