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| 1 | Accelerated design and characterization of non-uniform cellular materials via a machine-learning based framework显示文摘Cellular materials,widely found in engineered and nature systems,are highly dependent on their geometric arrangement.A nonuniform arrangement could lead to a significant variation of mechanical properties while bringing challenges in material design.Here,this proof-of-concept study demonstrates a machine-learning based framework with the capability of accelerated characterization and pattern generation.Results showed that the proposed framework is capable of predicting the mechanical response curve of any given geometric pattern within the design domain under appropriate neural network architecture and parameters.Additionally,the framework is capable of generating matching geometric patterns for a targeted response through a databank constructed from our machine learning model.The accuracy of the predictions was verified with finite element simulations and the sources of errors were identified.Overall,our machine-learning based framework can boost the design efficiency of cellular materials at unit level,and open new avenues for the programmability of function at system level. | Chunping Ma Zhiwei Zhang Benjamin Luce Simon Pusateri Binglin Xie Mohammad H.Rafiei Nan Hu | 2020 | npj Computational Materials2020，，1： | 3 |
| 2 | Independent contributions of hypothermia and acidosis to coagulopathy in swine显示文摘 | Martini WZ Pusateri AE Uscilowicz JM | 2005 | Trauma2005，58，5： | 1 |
| 3 | A special report on the chitosan-based hemostatic dressing: experience in current combat operations显示文摘 | WEDMORE I MCMANUS J G PUSATERI A E | 2006 | J Trauma2006，60，3： | 1 |
| 4 | Intravenous rFⅦa administered for hemorrhage control in hypothermic coagulopathic swine with grade Vliver injuries显示文摘 | Holcomb JB Pusateri AE | 2001 | J Trauma2001，50，4： | 1 |
| 5 | Epidemiologic and socioeconomic factors impacting hepatitis B virus and related hepatocellular carcinoma显示文摘Chronic Hepatitis B is a highly prevalent disease worldwide and is estimated to cause more than 800000 annual deaths from complications such as cirrhosis and hepatocellular carcinoma(HCC).Although universal hepatitis B vaccination programs may have reduced the incidence and prevalence of chronic hepatitis B and related HCC,the disease still imposes a significant healthcare burden in many endemic regions such as Africa and the Asia-Pacific region.This is especially concerning given the global underdiagnosis of hepatitis B and the limited availability of vaccination,screening,and treatment in low-resource regions.Demographics including male gender,older age,ethnicity,and geographic location as well as low socioeconomic status are more heavily impacted by chronic hepatitis B and related HCC.Methods to mitigate this impact include increasing screening in high-risk groups according to national guidelines,increasing awareness and health literacy in vulnerable populations,and developing more robust vaccination programs in under-served regions. | Bipul Gnyawali Antoinette Pusateri Ashley Nickerson Sajid Jalil Khalid Mumtaz | 2022 | World Journal of Gastroenterology2022，28，29： | 1 |
| 6 | Does bicarbonate correct coagulation function impaired by acidosis in swine? 显示文摘 | Martini WZ Dubick MA Pusateri AE | 2006 | J Trauma2006，61，1： | 1 |
| 7 | Effect of a chitosan-based hemostatic dressing on blood loss and survival in a model of severe venous hemorrhage and hepatic injury in swine 显示文摘 | PUSATERI A E MCCARTHY S J GREGORY K W | 2003 | J Trauma2003，54，1： | 1 |
| 8 | Fibrin sealant foam sprayed directly on liver injuries decreases blood loss in resuscitated rats显示文摘 | Holcomb JB McClain JM Pusateri AE | 2000 | J Trauma2000，49，2： | 1 |
| 9 | Failure of vitamin A to increase litter size in sows receiving injections at various stages of gestation 显示文摘 | Pusateri A Diekman M Singleton W | 1999 | Journal of Animal Science1999，77，： | 1 |
| 10 | Comparison of 10 different hemostatic dressings in an aortic injury显示文摘 | Sondeen J L Pusateri A E Coppes V G | 2003 | J Trauma2003，54，： | 1 |
| 11 | Transoral power-assisted marsupialization of vallecular cysts under local anesthesia显示文摘 | PAGELLA F PUSATERI A MATTI E | 2013 | Laryngoscope2013，123，： | 1 |
| 12 | Making sense of the preclinical literature on advanced hemostatic products显示文摘 | Pusateri AE Holcomb JB | | 0，，03： | 1 |
| 13 | Advanced hemostatic dressing development program: animal model selection criteria and results of a study of nine hemostaticn dressings in a model of severe large venous hemorrhage and hepatic injury in swine 显示文摘 | Pusateri AE Modrow HE Harris RA | 2003 | J Trauma2003，55，3： | 1 |
| 14 | Comparison of 10 different hemostatic dressings in an aortic injury显示文摘 | Sondeen JL Pusateri AE Coppes VG | 2003 | J Trauma2003，54，： | 1 |
| 15 | Transoral power-assisted mar- supialization of vaUecular cysts under local anesthesia 显示文摘 | PageUa F Pusateri A Matti E | 2013 | Laryn- goscope2013，123，3： | 1 |
| 16 | Effect of a chitosanbased hemostatic dressing on blood loss and survival in a model of severe venous hemorrhage and hepatic injury in swine 显示文摘 | Pusateri AE McCarthy SJ Gregory KW | 2003 | J Trauma2003，，： | 1 |
| 17 | Intraocular astrocytoma and its differenti al diagnosis 显示文摘 | Pusateri A Margo CE | 2014 | Arch Pathol Labor Med2014，138，9： | 1 |
| 18 | A special report on the chitosan-based hemostatie dressing: experience in current combat operations显示文摘 | WEDMORE I MCMANUS J G PUSATERI A E | 2006 | J Trauma2006，60，3： | 1 |
| 19 | Dry fibrin sealant dressings reduce blood loss, resuscitation volume, and improve sur-vival in hypothermic coagulopathic swine with grade V liver injuries 显示文摘 | Holcomb J B Pusateri A E Harris R A | 1999 | Journal of Trauma-Injury Infection and Critical Care1999，47，2： | 1 |
| 20 | A case se-ries describing thermal injury resulting from zeolite use for hemor-rhage control in combat operations显示文摘 | John McManus Timothy Hurtado Anthony Pusateri | 2007 | Prehospital Emergency Care2007，11，1： | 1 |
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