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References from Multi-criteria kinetic modeling of kerogen hydrothermal conversion: assessing network complexity and model selection. Local targets link to admitted publications; unresolved targets remain external evidence.
Review of unconventional hydrocarbon resources: production technologies and opportunities for development
10.33271/mining14.04.113 · 2020 · External reference
10.1007/s13202-021-01404-x
10.1007/s13202-021-01404-x · External reference
Detailed kinetic modeling for the organic-rich oil shale upgrading using supercritical water
10.1016/j.ijhydene.2025.04.315 · 2025 · External reference
Evaluation of the reaction order and kinetic modeling of Domanic oil shale upgrading at supercritical water conditions
10.1016/j.supflu.2024.106418 · 2025 · External reference
Mineral matter effect on the decomposition of Ca-rich oil shale
10.1007/s10973-017-6823-1 · 2018 · External reference
Progress in catalytic pyrolysis of oil shale
10.1155/2021/6759176 · 2021 · External reference
Investigation on the catalytic effect of AAEMs on the pyrolysis characteristics of Changji oil shale and its kinetics
10.1016/j.fuel.2020.117287 · 2020 · External reference
Experimental investigation of kerogen structure and heterogeneity during pyrolysis
10.1016/j.geoen.2024.213222 · 2024 · External reference
Activation energy and organic matter structure characteristics of shale kerogen and their significance for the in-situ conversion process of shale oil
10.1016/j.fuel.2024.131823 · 2024 · External reference
The mechanism of superheated steam affecting the quality of in-situ pyrolysates of oil shale kerogen: Part A-saturation of pyrolytic organics
10.1016/j.fuel.2022.124331 · 2022 · External reference
Oil shale processing, chemistry, and technology
10.1007/978-1-4939-9763-3_102 · 2020 · External reference
A maturation scale for molecular simulation of kerogen thermal degradation
10.1016/j.orggeochem.2022.104507 · 2023 · External reference
The mechanism of H2O in the superheated steam affecting the quality of in-situ pyrolysates of oil shale kerogen: Part B-favorable conversion of residues
10.1016/j.fuel.2022.127146 · 2023 · External reference
Recent progress on in situ catalytic conversion catalysts for oil shale
10.1021/acsomega.4c04724 · 2024 · External reference
Effect of shale ash-based catalyst on the pyrolysis of fushun oil shale
10.3390/catal9110900 · 2019 · External reference
Acid-base bifunctional porous organic polymers as efficient catalysts for oil shale upgrading
10.1016/j.apcata.2025.120298 · 2025 · External reference
Nanoscale MOF-catalyzed pyrolysis of oil shale and kinetic analysis
10.1016/j.jaap.2023.106149 · 2023 · External reference
Solid-acid catalytic conversion of oil shale: Effects of sulfonic acid grafting on oil yield enhancing and quality improvement
10.1021/acsomega.0c06264 · 2021 · External reference
The oil shale transformation in the presence of an acidic BEA zeolite under microwave irradiation
10.1021/ef4023898 · 2014 · External reference
Integrating supercritical water and catalysts: a synergistic approach for heavy oil upgrading
10.62762/jcerf.2025.734454 · 2025 · External reference
Kinetics study on supercritical water conversion of low-maturity shale for hydrogen-rich hydrocarbon gas generation
10.1016/j.jaap.2024.106604 · 2024 · External reference
Research of steam injection in-situ production technology to enhance unconventional oil and gas recovery: a review
10.1016/j.jaap.2023.106332 · 2024 · External reference
Experimental investigation on the pyrolysis process and product distribution characteristics of organic-rich shale via supercritical water
10.1016/j.fuel.2022.126338 · 2023 · External reference
4-lump kinetic model for non-catalytic oil shale upgrading at sub- and supercritical water conditions
10.1016/j.fuel.2023.129987 · 2024 · External reference
10.1134/s0965544123030209
10.1134/s0965544123030209 · External reference
Heavy oil hydrocarbons and kerogen destruction of carbonate–siliceous Domanic shale rock in sub- and supercritical water
10.3390/pr8070800 · 2020 · External reference
Thermal degradation of medium-low maturity shale under various organic matter compositions: insights into reaction mechanism and kinetic modeling
10.1016/j.energy.2025.135827 · 2025 · External reference
Oil shale in situ catalytic conversion over clin/SBA-15 composites under subcritical water
10.1016/j.jaap.2020.104942 · 2020 · External reference
Technical scheme and application prospects of oil shale in situ conversion: a review of current status
10.3390/en16114386 · 2023 · External reference
Intensification of hydrothermal treatment process of oil shale in the supercritical water using hydrogen donor solvents
10.1016/j.supflu.2022.105764 · 2022 · External reference
Use of deuterated water to prove its role as hydrogen donor during the hydrothermal upgrading of oil shale at supercritical conditions
10.1016/j.supflu.2023.106092 · 2024 · External reference
Applications of supercritical water technology in the petroleum industry
2025 · External reference
Advancing the application of sub- and supercritical water in the in-situ conversion of immature and low-maturity shale
10.1016/j.fuel.2023.129891 · 2024 · External reference
Investigation of pore structure alteration and permeability enhancement of shale matrix by supercritical water treatment after hydraulic fracturing
2022 · External reference
Enhancing porosity and permeability of shale matrix through supercritical water treatment
10.1016/j.jngse.2022.104530 · 2022 · External reference
Oil shale in-situ upgrading with natural clay-based catalysts: Enhancement of oil yield and quality
10.1016/j.fuel.2021.123076 · 2022 · External reference
Catalytic upgrading of oil products generated by retorting Dachengzi oil shale over different catalysts
10.1007/s10973-024-13908-9 · 2025 · External reference
NiFe-LDH enhanced water-steam pyrolysis of kerogen: unveiling steam-catalytic interplay and multi-scale reaction dynamics
10.1016/j.applthermaleng.2025.127833 · 2025 · External reference
Porous aluminosilicates catalysts for low and medium matured shale oil in situ upgrading
10.1002/ese3.704 · 2020 · External reference
Transition metal-catalyzed oil shale cracking under sub-critical water environments: a kinetic and mechanism study
10.1016/j.fuel.2025.137603 · 2026 · External reference
Design, synthesis, and performance of novel nano-CoO/NiO-loaded and sulfonation-modified ZSM-5 composite catalyst for in situ conversion of oil shale
10.1002/ese3.2007 · 2025 · External reference
Effect of double transition metal salt catalyst on fushun oil shale pyrolysis
10.1155/2020/6685299 · 2020 · External reference
Catalytic hydrothermal conversion of the bitumen-kerogen-bearing Domanik shale rocks using nickel (II) sulfate as a water-soluble catalyst
10.1016/j.fuel.2025.136032 · 2025 · External reference
Geometric and electronic effects in hydrogenation reactions
10.1021/acscatal.2c05141 · 2023 · External reference
Influence of transition metal salts and pyrolysis conditions on the product yield via jimsar oil shale pyrolysis
10.3176/oil.2020.4.04 · 2020 · External reference
Recent progress in hydrotreating kinetics and modeling of heavy oil and residue: a review
10.1016/j.fuel.2022.126404 · 2023 · External reference
A review of thermal cracking, hydrocracking, and slurry phase hydroconversion kinetic parameters in lumped models for upgrading heavy oils
10.1021/acs.energyfuels.1c02214 · 2021 · External reference
Theoretical analysis of double logistic distributed activation energy model for thermal decomposition kinetics of solid fuels
10.1021/acs.iecr.8b01527 · 2018 · External reference
Neural network estimation of kinetic parameters in distributed activation energy model (DAEM) without a priori assumptions for parallel reaction system
10.1016/j.fuel.2023.127836 · 2023 · External reference
Extraction of solid fuels with sub- and supercritical water
10.1016/0016-2361(94)90167-8 · 1994 · External reference
The mechanism and kinetics of oil shale pyrolysis in the presence of water
2018 · External reference
Reaction kinetics study on hydrocarbon generation of medium- and low-maturity organic-rich shale in supercritical water
10.1021/acs.energyfuels.3c02494 · 2023 · External reference
Kinetic modeling of oil shale upgrading at sub- and supercritical water conditions using Ni- and Fe-based oil-soluble catalysts
10.1016/j.supflu.2024.106193 · 2024 · External reference
Important keys in the estimation of parameters during hydrocracking kinetic modelling
10.31031/pps.2020.03.000575 · 2020 · External reference
10.1002/9781119871507.ch7
10.1002/9781119871507.ch7 · External reference
Comparison of traditional and sequential approaches for estimation of kinetic parameters of heavy oil upgrading
10.1021/acs.energyfuels.4c00426 · 2024 · External reference
Laplace’s method and BIC model selection for least absolute value criterion
10.1016/j.spl.2022.109764 · 2023 · External reference
Evaluating and selecting kinetic and isotherm models for copper and nickel removal using cow bone char as an adsorbent via excel solver functions
10.3390/ijms26094316 · 2025 · External reference
Comparison of hydrocracking kinetic models based on SARA fractions obtained in slurry-phase reactor
10.1016/j.fuel.2018.11.153 · 2019 · External reference
10.3390/separations13030100
10.3390/separations13030100 · External reference
Kinetics of heavy oil non-catalytic aquathermolysis with and without stoichiometric coefficients
10.1016/j.fuel.2022.124365 · 2022 · External reference
Application of continuous kinetic lumping modeling to moderate hydrocracking of heavy oil
10.1016/j.apcata.2009.06.018 · 2009 · External reference
The Akaike information criterion: Background, derivation, properties, application, interpretation, and refinements
10.1002/wics.1460 · 2019 · External reference
Root-mean-square error (RMSE) or mean absolute error (MAE): when to use them or not
10.5194/gmd-15-5481-2022 · 2022 · External reference
The Gaussian hare and the Laplacian tortoise: computability of squared-error versus absolute-error estimators
10.1214/ss/1030037960 · 1997 · External reference
A suggestion for computing objective function in model calibration
10.1016/j.ecoinf.2014.08.002 · 2014 · External reference
10.1007/978-0-387-22456-5_6
10.1007/978-0-387-22456-5_6 · External reference
Analysis of combustion behavior and comparison of kinetic models of oil shale
10.3390/molecules30081819 · 2025 · External reference
Kinetic model for Boca de Jaruco heavy crude oil catalytic aquathermolysis using NiSO4 catalyst
10.1016/j.fuel.2024.131946 · 2024 · External reference
Release performance and kinetic behavior of volatile products from controlled pressure pyrolysis of oil shale in nitrogen atmosphere
10.1038/s41598-023-37459-5 · 2023 · External reference
Extra-heavy oil aquathermolysis using nickel-based catalyst: some aspects of in-situ transformation of catalyst precursor
10.3390/catal11020189 · 2021 · External reference
A comparative analysis of aquathermolysis kinetics in heavy oils: benchmarking reaction pathways across multiple systems
10.1021/acs.iecr.5c02021 · 2025 · External reference
In-situ heavy oil aquathermolysis in the presence of nanodispersed catalysts based on transition metals
10.3390/pr9010127 · 2021 · External reference
10.1002/9781119871507.ch7
10.1002/9781119871507.ch7 · ExternalCitation · doi-reference
Design, synthesis, and performance of novel nano-CoO/NiO-loaded and sulfonation-modified ZSM-5 composite catalyst for in situ conversion of oil shale
10.1002/ese3.2007 · ExternalCitation · doi-reference
Porous aluminosilicates catalysts for low and medium matured shale oil in situ upgrading
10.1002/ese3.704 · ExternalCitation · doi-reference
The Akaike information criterion: Background, derivation, properties, application, interpretation, and refinements
10.1002/wics.1460 · ExternalCitation · doi-reference
10.1007/978-0-387-22456-5_6
10.1007/978-0-387-22456-5_6 · ExternalCitation · doi-reference
Oil shale processing, chemistry, and technology
10.1007/978-1-4939-9763-3_102 · ExternalCitation · doi-reference
Mineral matter effect on the decomposition of Ca-rich oil shale
10.1007/s10973-017-6823-1 · ExternalCitation · doi-reference
Catalytic upgrading of oil products generated by retorting Dachengzi oil shale over different catalysts
10.1007/s10973-024-13908-9 · ExternalCitation · doi-reference
10.1007/s13202-021-01404-x
10.1007/s13202-021-01404-x · ExternalCitation · doi-reference
Extraction of solid fuels with sub- and supercritical water
10.1016/0016-2361(94)90167-8 · ExternalCitation · doi-reference
Application of continuous kinetic lumping modeling to moderate hydrocracking of heavy oil
10.1016/j.apcata.2009.06.018 · ExternalCitation · doi-reference
Acid-base bifunctional porous organic polymers as efficient catalysts for oil shale upgrading
10.1016/j.apcata.2025.120298 · ExternalCitation · doi-reference
NiFe-LDH enhanced water-steam pyrolysis of kerogen: unveiling steam-catalytic interplay and multi-scale reaction dynamics
10.1016/j.applthermaleng.2025.127833 · ExternalCitation · doi-reference
A suggestion for computing objective function in model calibration
10.1016/j.ecoinf.2014.08.002 · ExternalCitation · doi-reference
Thermal degradation of medium-low maturity shale under various organic matter compositions: insights into reaction mechanism and kinetic modeling
10.1016/j.energy.2025.135827 · ExternalCitation · doi-reference
Comparison of hydrocracking kinetic models based on SARA fractions obtained in slurry-phase reactor
10.1016/j.fuel.2018.11.153 · ExternalCitation · doi-reference
Investigation on the catalytic effect of AAEMs on the pyrolysis characteristics of Changji oil shale and its kinetics
10.1016/j.fuel.2020.117287 · ExternalCitation · doi-reference
Oil shale in-situ upgrading with natural clay-based catalysts: Enhancement of oil yield and quality
10.1016/j.fuel.2021.123076 · ExternalCitation · doi-reference
The mechanism of superheated steam affecting the quality of in-situ pyrolysates of oil shale kerogen: Part A-saturation of pyrolytic organics
10.1016/j.fuel.2022.124331 · ExternalCitation · doi-reference
Kinetics of heavy oil non-catalytic aquathermolysis with and without stoichiometric coefficients
10.1016/j.fuel.2022.124365 · ExternalCitation · doi-reference
Experimental investigation on the pyrolysis process and product distribution characteristics of organic-rich shale via supercritical water
10.1016/j.fuel.2022.126338 · ExternalCitation · doi-reference
Recent progress in hydrotreating kinetics and modeling of heavy oil and residue: a review
10.1016/j.fuel.2022.126404 · ExternalCitation · doi-reference
The mechanism of H2O in the superheated steam affecting the quality of in-situ pyrolysates of oil shale kerogen: Part B-favorable conversion of residues
10.1016/j.fuel.2022.127146 · ExternalCitation · doi-reference
Neural network estimation of kinetic parameters in distributed activation energy model (DAEM) without a priori assumptions for parallel reaction system
10.1016/j.fuel.2023.127836 · ExternalCitation · doi-reference
Advancing the application of sub- and supercritical water in the in-situ conversion of immature and low-maturity shale
10.1016/j.fuel.2023.129891 · ExternalCitation · doi-reference
4-lump kinetic model for non-catalytic oil shale upgrading at sub- and supercritical water conditions
10.1016/j.fuel.2023.129987 · ExternalCitation · doi-reference
Activation energy and organic matter structure characteristics of shale kerogen and their significance for the in-situ conversion process of shale oil
10.1016/j.fuel.2024.131823 · ExternalCitation · doi-reference
Kinetic model for Boca de Jaruco heavy crude oil catalytic aquathermolysis using NiSO4 catalyst
10.1016/j.fuel.2024.131946 · ExternalCitation · doi-reference
Catalytic hydrothermal conversion of the bitumen-kerogen-bearing Domanik shale rocks using nickel (II) sulfate as a water-soluble catalyst
10.1016/j.fuel.2025.136032 · ExternalCitation · doi-reference
Transition metal-catalyzed oil shale cracking under sub-critical water environments: a kinetic and mechanism study
10.1016/j.fuel.2025.137603 · ExternalCitation · doi-reference
Experimental investigation of kerogen structure and heterogeneity during pyrolysis
10.1016/j.geoen.2024.213222 · ExternalCitation · doi-reference
Detailed kinetic modeling for the organic-rich oil shale upgrading using supercritical water
10.1016/j.ijhydene.2025.04.315 · ExternalCitation · doi-reference
Oil shale in situ catalytic conversion over clin/SBA-15 composites under subcritical water
10.1016/j.jaap.2020.104942 · ExternalCitation · doi-reference
Nanoscale MOF-catalyzed pyrolysis of oil shale and kinetic analysis
10.1016/j.jaap.2023.106149 · ExternalCitation · doi-reference
Research of steam injection in-situ production technology to enhance unconventional oil and gas recovery: a review
10.1016/j.jaap.2023.106332 · ExternalCitation · doi-reference
Kinetics study on supercritical water conversion of low-maturity shale for hydrogen-rich hydrocarbon gas generation
10.1016/j.jaap.2024.106604 · ExternalCitation · doi-reference
Enhancing porosity and permeability of shale matrix through supercritical water treatment
10.1016/j.jngse.2022.104530 · ExternalCitation · doi-reference
A maturation scale for molecular simulation of kerogen thermal degradation
10.1016/j.orggeochem.2022.104507 · ExternalCitation · doi-reference
Laplace’s method and BIC model selection for least absolute value criterion
10.1016/j.spl.2022.109764 · ExternalCitation · doi-reference
Intensification of hydrothermal treatment process of oil shale in the supercritical water using hydrogen donor solvents
10.1016/j.supflu.2022.105764 · ExternalCitation · doi-reference
Use of deuterated water to prove its role as hydrogen donor during the hydrothermal upgrading of oil shale at supercritical conditions
10.1016/j.supflu.2023.106092 · ExternalCitation · doi-reference
Kinetic modeling of oil shale upgrading at sub- and supercritical water conditions using Ni- and Fe-based oil-soluble catalysts
10.1016/j.supflu.2024.106193 · ExternalCitation · doi-reference
Evaluation of the reaction order and kinetic modeling of Domanic oil shale upgrading at supercritical water conditions
10.1016/j.supflu.2024.106418 · ExternalCitation · doi-reference
A review of thermal cracking, hydrocracking, and slurry phase hydroconversion kinetic parameters in lumped models for upgrading heavy oils
10.1021/acs.energyfuels.1c02214 · ExternalCitation · doi-reference
Reaction kinetics study on hydrocarbon generation of medium- and low-maturity organic-rich shale in supercritical water
10.1021/acs.energyfuels.3c02494 · ExternalCitation · doi-reference
Comparison of traditional and sequential approaches for estimation of kinetic parameters of heavy oil upgrading
10.1021/acs.energyfuels.4c00426 · ExternalCitation · doi-reference
A comparative analysis of aquathermolysis kinetics in heavy oils: benchmarking reaction pathways across multiple systems
10.1021/acs.iecr.5c02021 · ExternalCitation · doi-reference
Theoretical analysis of double logistic distributed activation energy model for thermal decomposition kinetics of solid fuels
10.1021/acs.iecr.8b01527 · ExternalCitation · doi-reference
Geometric and electronic effects in hydrogenation reactions
10.1021/acscatal.2c05141 · ExternalCitation · doi-reference
Solid-acid catalytic conversion of oil shale: Effects of sulfonic acid grafting on oil yield enhancing and quality improvement
10.1021/acsomega.0c06264 · ExternalCitation · doi-reference
Recent progress on in situ catalytic conversion catalysts for oil shale
10.1021/acsomega.4c04724 · ExternalCitation · doi-reference
The oil shale transformation in the presence of an acidic BEA zeolite under microwave irradiation
10.1021/ef4023898 · ExternalCitation · doi-reference
Release performance and kinetic behavior of volatile products from controlled pressure pyrolysis of oil shale in nitrogen atmosphere
10.1038/s41598-023-37459-5 · ExternalCitation · doi-reference
10.1134/s0965544123030209
10.1134/s0965544123030209 · ExternalCitation · doi-reference
Effect of double transition metal salt catalyst on fushun oil shale pyrolysis
10.1155/2020/6685299 · ExternalCitation · doi-reference
Progress in catalytic pyrolysis of oil shale
10.1155/2021/6759176 · ExternalCitation · doi-reference
The Gaussian hare and the Laplacian tortoise: computability of squared-error versus absolute-error estimators
10.1214/ss/1030037960 · ExternalCitation · doi-reference
Important keys in the estimation of parameters during hydrocracking kinetic modelling
10.31031/pps.2020.03.000575 · ExternalCitation · doi-reference
Influence of transition metal salts and pyrolysis conditions on the product yield via jimsar oil shale pyrolysis
10.3176/oil.2020.4.04 · ExternalCitation · doi-reference
Review of unconventional hydrocarbon resources: production technologies and opportunities for development
10.33271/mining14.04.113 · ExternalCitation · doi-reference
Extra-heavy oil aquathermolysis using nickel-based catalyst: some aspects of in-situ transformation of catalyst precursor
10.3390/catal11020189 · ExternalCitation · doi-reference
Effect of shale ash-based catalyst on the pyrolysis of fushun oil shale
10.3390/catal9110900 · ExternalCitation · doi-reference
Technical scheme and application prospects of oil shale in situ conversion: a review of current status
10.3390/en16114386 · ExternalCitation · doi-reference
Evaluating and selecting kinetic and isotherm models for copper and nickel removal using cow bone char as an adsorbent via excel solver functions
10.3390/ijms26094316 · ExternalCitation · doi-reference
Analysis of combustion behavior and comparison of kinetic models of oil shale
10.3390/molecules30081819 · ExternalCitation · doi-reference
Heavy oil hydrocarbons and kerogen destruction of carbonate–siliceous Domanic shale rock in sub- and supercritical water
10.3390/pr8070800 · ExternalCitation · doi-reference
In-situ heavy oil aquathermolysis in the presence of nanodispersed catalysts based on transition metals
10.3390/pr9010127 · ExternalCitation · doi-reference
10.3390/separations13030100
10.3390/separations13030100 · ExternalCitation · doi-reference
Root-mean-square error (RMSE) or mean absolute error (MAE): when to use them or not
10.5194/gmd-15-5481-2022 · ExternalCitation · doi-reference
Integrating supercritical water and catalysts: a synergistic approach for heavy oil upgrading
10.62762/jcerf.2025.734454 · ExternalCitation · doi-reference