... porosity property porosity Reservoir Characterization Simulation outlier application realization cluster analysis permeability multiple realization physical geometrical information similarity geobody reservoir model unconventional resource economics quantile distribution connectivity...

... Reservoir Characterization Upstream Oil & Gas porosity geologic modeling Artificial Intelligence information oil production forecast geological modeling Modeling & Simulation Sgsim Sisim machine learning reservoir simulation different geological model realization...

... discussions and in technical discussions, to convey a sense of not knowing, being unsure. Within the realm of oil & gas technical discussions, we could be uncertain (in the casual usage of the word) about the following: 1) Empirical quantities (facies type, porosity, drilling time, production rate...

... the subjectivity and human bias often associated with ranking assets for capital allocation. The model utilizes the available reservoir characterization information (API gravity and petrophysical analysis including oil saturation, effective porosity, V shale, pay thickness), expected operating conditions (steam...

... reduce the range of results. simulation reservoir tendency artificial intelligence correlation reserves evaluation upstream oil & gas probabilistic analysis probabilistic model construction risk and uncertainty assessment probability evaluator architecture porosity risk...

.... standard deviation stochastic system reserves replacement reserves evaluation spe 68592 artificial intelligence upstream oil & gas cutoff porosity ultimate recovery measurement error information asset and portfolio management estimates of resource in place knowledge probability...

... & gas porosity reserves evaluation reserve model production forecast james recovery decline rate spe 71789 pseudocase economics npv artificial intelligence forecast pseudoforecast realization net pay development plan asset and portfolio management iteration reserve value saturation...

... equivalent production value for this well was 90 MMcf. Log analysis of new Well B showed that Zones B and C had 157 ft of pay thickness with an average effective porosity of 4.5%. The subsea depth of Zone B was 7,165 ft, which was above average. The hydrocarbon-ft was estimated at 4.0, which was well...

... reservoir size irr risk management triang commercial risk blinten asset and portfolio management exploration project valuation project economics fassihi society of petroleum engineers royalty rate porosity probability development factor risk management caesar petroleum system cost spe...

... geologic play saturation spe 25827 reserve variability recovery efficiency variability sandstone kurtosis reserves evaluation porosity covariance probability distribution heterogeneity united states government reserves replacement standard deviation upstream oil & gas structural...

... county mississippian well porosity production monitoring production control frequency distribution oil price discovery texas basin completion asset and portfolio management upstream oil & gas reserve frequency distribution recompletion shallower formation geology sedimentary rock...

... endeavor orderly transition discovery vith history vhich province president hydrocarbon porosity spe 9544 permeability petroleum engineering continental platform mexico government attain geology sabinas basin geologist consumption I would like to thank the organizing committee...

... reservoir engineering procedures. Data distributions on procedures. Data distributions on such componants of the reservoir and production appraisal as porosity, production appraisal as porosity, permeability, and gas-oil ratio are permeability, and gas-oil ratio are used to identify ranges of potential...

... DST data, mechanical data, and other significant well file data. drillstem/well testing oil-water contact Reservoir Characterization final step engineering data multipay field Upstream Oil & Gas thickness map porosity hydrocarbon electrical log information Engineer original...