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| 1 | Machine-learning structural and electronic properties of metal halide perovskites using a hierarchical convolutional neural network显示文摘The development of statistical tools based on machine learning(ML)and deep networks is actively sought for materials design problems.While structure-property relationships can be accurately determined using quantum mechanical methods,these firstprinciples calculations are computationally demanding,limiting their use in screening a large set of candidate structures.Herein,we use convolutional neural networks to develop a predictive model for the electronic properties of metal halide perovskites(MHPs)that have a billions-range materials design space.We show that a well-designed hierarchical ML approach has a higher fidelity in predicting properties of the MHPs compared to straight-forward methods. | Wissam A.Saidi Waseem Shadid Ivano E.Castelli | 2020 | npj Computational Materials2020，，1： | 5 |
| 2 | Effects of galactooligosaccharide and long-chain fruc- tooligosaccharide supplementation during pregnancy on maternal and neonatal mierobiota and immunity-a randomized, double-blind, placebo-controlled study 显示文摘 | SHADID R HAARMAN M KNOL J | 2007 | Am J Clin Nutr2007，86，： | 1 |
| 3 | Effect of an occlusal screw-access hole on the fracture resistance of permanently cemented implant crowns: alaboratory study 显示文摘 | Shadid Rola M | | Int J Prosthodont0，243，： | 1 |
| 4 | Effect of pioglitazone on biochemical indices of non-alcoholic fatty liver disease in upper body obesity显示文摘 | Shadid S Jensen MD | 2003 | Clin Gastroenterol Hepato12003，1，5： | 1 |
| 5 | Cytotoxic caged-polyprenylated xanthonoids and a xanthone from Garcinia cantleyana 显示文摘 | Shadid K A Shaari A Abas F | 2007 | Phytochemistry2007，68，20： | 1 |
| 6 | Studies of the accuracy of time integration methods for reaction-diffusion equations显示文摘 | Ropp D L Shadid J N Ober C C | 2004 | Journal of Computational Physics2004，194，2： | 1 |
| 7 | Randomized clinical trial of ultrasound-guided foam sclerotberapy versus surgery for the incompetent great saphenous vein显示文摘 | Shadid N Ceulen R Nelemans P | 2012 | Br J Surg2012，99，8： | 1 |
| 8 | Foam sclerotherapy versus sur- gery for incompetent great saphenous veins 显示文摘 | Shadid N Ceulen R Nelemans P | 2012 | Br J Surg2012，99，8： | 1 |
| 9 | Bifllrca- tion and Stability Analysis of Lalninar Isothermal Coun- terflowing Jets 显示文摘 | Pawlowski I/P Salinger A G Shadid J N | 2006 | Journal of Fluid Mechanics2006，551，： | 1 |
| 10 | Effect of allopurinol on postasphyxial free radical formation, cerebral hemodynamics, and electrical brain activity 显示文摘 | Van Bel F Shadid M Moison RM Dorrepaal CA Fontijn J Monteiro L | 1998 | Pediatrics1998，101，2： | 1 |
| 11 | Effect of an occlusal screw-access hole on the fracture resis- tance of permanently cemented implant crowns: a labo- ratory study 显示文摘 | Shadid RM Abu-Naba'a L Al-Omari WM | 2011 | Int J Prosthodont2011，24，3： | 1 |
| 12 | Porce- lain fracture resistance of screw-retained, cement-re- tained, and screw-cement-retained implant-supported metal ceramic posterior crowns 显示文摘 | A1-Omari WM Shadid R Abu-Naba'a L | 2010 | J Prosthodont2010，19，4： | 1 |
| 13 | Effects of Fish oil and folate supplementation of pregnant women and maternal and fetal plasma concentrations of docoxahexaenoic acid and eicosapentaenoic acid : a European randomized multicenter trial 显示文摘 | KRAUSS-ETSCHMANN S SHADID R CAMPOY C | 2007 | Am J Clin Nutr2007，85，5： | 1 |
| 14 | Human lung epithelial ceils express a functional cold-sensing TRPM8 variant显示文摘 | Sabnis A S Shadid M Yost G S | 2008 | Am J Respir Cell Mol Biol2008，39，4： | 1 |
| 15 | Human Lung Epithelial Cells Express a Functional Cold-Sensing TRPM8 Variant显示文摘 | Sabnis AS Shadid M Yost GS | 2008 | Am J Respir Cell Mol Biol2008，39，： | 1 |
| 16 | Effects of growth hormone administration in human obesity显示文摘 | Shadid S Jensen MD | 2003 | Obes Res2003，11，2： | 1 |
| 17 | Relationship between plasma free fatty acid,intramyocel ular triglycerides and long-chain acylcarnitines in resting humans显示文摘 | Kanaley JA Shadid S Sheehan MT | | 0，，24： | 1 |
| 18 | Porcelain frac-ture resistance of screw - retained,cement - retained,andscrew - cement - retained implant - supported metal ce-ramic posterior crowns显示文摘 | Al - Omari WM Shadid R Abu - Naba'a L | 2010 | J Prosthodont2010，19，4： | 1 |
| 19 | Effect of allopurinol on posta- sphyxial free radical formation, cerebral hemodynamics and electrical brain activity 显示文摘 | van Bel F Shadid M Moison RMW | 1998 | Pediatrics1998，101，2： | 1 |
| 20 | Stability of operator splitting methods for systems with indefinite operators: Advection-diffusion-reaction systems 显示文摘 | ROPP D L SHADID J N | 2009 | Journal of Computational Physics2009，228，9： | 1 |
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