2018
DOI: 10.1016/j.fuel.2018.06.021
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Application of PeakForce tapping mode of atomic force microscope to characterize nanomechanical properties of organic matter of the Bakken Shale

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Cited by 80 publications
(44 citation statements)
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“…Nanoindentation results (Young's modulus and hardness) were deconvoluted by multi-variate clustering technique [12]. The assumption is that the mechanical property of each phase in the material displayed a normal or Gaussian distribution, meaning the nanoindentation data measured in the experiments match theGaussian Mixture Model (GMM).…”
Section: Deconvolution Methodsmentioning
confidence: 99%
See 1 more Smart Citation
“…Nanoindentation results (Young's modulus and hardness) were deconvoluted by multi-variate clustering technique [12]. The assumption is that the mechanical property of each phase in the material displayed a normal or Gaussian distribution, meaning the nanoindentation data measured in the experiments match theGaussian Mixture Model (GMM).…”
Section: Deconvolution Methodsmentioning
confidence: 99%
“…Rocks are complex in multiscale with heterogeneous structures, which makes prediction models for geomechanical properties challenging [1][2][3][4][5][6]. An emerging necessity to link microscale to macroscale properties has led researchers to take efforts to propose multiscale models of poromechanical behaviors, for different rock types [7][8][9][10][11][12][13][14]. Conventional geomechanical testing on core plugs was established as a standard laboratory approach to obtain elastic properties at a plug scale, with some the drawbacks including: lack of core plugs, time constraints and costs.…”
Section: Introductionmentioning
confidence: 99%
“…All mechanical properties are deducted from the deflection of the cantilever when the AFM probe is in interaction with the sample surface. PF-QNM results for materials such as polyurethane and poly(styrene) samples (Dokukin & Sokolov, 2012), different polymers with a range of Young's modulii from low-density poly(ethylene) (0.2 GPa) to poly(methyl methacrylate) (3 GPa) (Young et al, 2011), flax fibre cell walls (Arnould et al, 2017), poly (L-Lactic Acid) nanofibres (Cuong et al, 2020), bitumen (Fischer et al, 2013), organic matter of Bakken Shale (Li et al, 2018), nanobubbles (Walczyk et al, 2013) and also living bacteria with elastic modulus (from several MPa to 10 GPa) relatively low, have been reported. For relatively high Young's modulus (>50 GPa), first results are published in 2014 on polished glass surfaces (Hopf & Pierce, 2014).…”
Section: Introductionmentioning
confidence: 99%
“…Hydraulic fracturing is an effective technique to stimulate shale gas reservoirs, which enables the boom of shale gas development over the world (Li et al, 2018;Wanniarachchi et al, 2018;Mohtar et al, 2019;Yin et al, 2017;Zhou et al, 2019). Shale is usually characterized as layered and contains complex natural fractures (Liu et al, 2016;Liu et al, 2017).…”
Section: Introductionmentioning
confidence: 99%