Research Explorer

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Researcher

Yannick Ureel

Publications & Research Data

Awards & Distinctions

31 Results

2025

Advancing ex-situ catalytic pyrolysis of polyolefin waste : characterization and machine learning-driven microkinetic modeling

Yannick UreelKevin Van GeemMaarten Sabbe

Characterization and Source Tracing of Nitrogenates and Halogens in Polyolefin Waste Pyrolysis Oils by Ultrahigh-Resolution FT-ICR MS

Gilles DosscheYannick UreelMartha L. AguileraMarvin KusenbergRyan P. RodgersMaarten SabbeKevin Van Geem

U Journal Article in Energy & Fuels

Compositional analysis of oxygenates and hydrocarbons in waste and virgin polyolefin pyrolysis oils by ultrahigh-resolution Fourier transform ion cyclotron resonance mass spectrometry

Yannick UreelMartha L. Chacón-PatiñoMarvin KusenbergAnton GinzburgRyan P. RodgersMaarten SabbeKevin Van Geem

A1 Journal Article in ENERGY & FUELS

Detailed analysis of olefins and diolefins in hydrotreated plastic waste pyrolysis oils by GC-VUV

Yannick UreelCésar PernaleteMelissa N. DunklePascal PijckeBruno da Costa MagalhaesMarvin KusenbergGeorgios BellosMaarten SabbeJoris ThybautKevin Van Geem

A1 Journal Article in WASTE MANAGEMENT

Genesys-Cat : automatic microkinetic model generation for heterogeneous catalysis with improved Bayesian optimization

Yannick UreelLowie TommeMaarten SabbeKevin Van Geem

A1 Journal Article in CATALYSIS SCIENCE & TECHNOLOGY

How can active machine learning aid kinetic model generation, and why should we care?

Yannick UreelMaarten DobbelaereIstvan LengyelMaarten SabbeKevin Van Geem

Editorial material

Hydroprocessing pyrolysis oil from waste mixed polyolefins : experimental and kinetic study

César PernaleteMarvin KusenbergYannick UreelRobin John VargheseMohammadhossein HavaeiKevin Van GeemJoris Thybaut

Machine learning applications for thermochemical and kinetic property prediction

Lowie TommeYannick UreelMaarten DobbelaereIstvan LengyelFlorence VermeireChristian StevensKevin Van Geem

A1 Journal Article in REVIEWS IN CHEMICAL ENGINEERING

Microkinetic modeling of plastic waste catalytic cracking with phosphorus-modified mesoporous HZSM-5 : an iso-octane model compound study

Yannick UreelAnas Jamil AbdulrahmanOğuzhan AkinMaarten SabbeKevin Van Geem

A1 Journal Article in INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH

Organochloride speciation in plastic pyrolysis oil by GC × GC coupled to high-resolution TOF-MS using scripting expressions

Audrey JeanBruno C. MagalhaesPascal PijckeNiels VerhooselTugce SanliturkYannick UreelMarvin KusenbergMatthijs RuitenbeekGeorgios BellosKevin Van Geem et al.

A1 Journal Article in ANALYTICAL CHEMISTRY

The origin of nitrogenates and halogens in polyolefin waste pyrolysis oils by ultrahigh resolution FT-ICR MS

Gilles DosscheYannick UreelMartha AguileraMarvin KusenbergRyan RodgersMaarten SabbeKevin Van Geem

2024

Accurate determination of polyethylene (PE) and polypropylene (PP) content in polyolefin blends using machine learning-assisted differential scanning calorimetry (DSC) analysis

Amir BashirgonbadiYannick UreelLaurens DelvaRudinei FiorioKevin Van GeemKim Ragaert

A1 Journal Article in POLYMER TESTING

Characterization of PP and PE waste pyrolysis oils by ultrahigh-resolution Fourier transform ion cyclotron resonance mass spectrometry

Yannick UreelMartha L. Chacón-PatiñoMarvin KusenbergRyan P. RodgersMaarten SabbeKevin Van Geem

A1 Journal Article in ENERGY & FUELS

Coke formation in steam cracking reactors : deciphering the impact of aromatic compounds and temperature on fouling dynamics

Hamed Mohamadzadeh ShiraziLucas Dos Santos VargetteGeorgios BellosYannick UreelMelissa N. DunkleSteven CorthalsMarie-Françoise ReyniersKevin Van Geem

A1 Journal Article in INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH

Detailed characterization of plastic pyrolysis oils and their contaminants by FT-ICR MS and GCxGC

Yannick UreelMarvin KusenbergMartha Chacon-PatinoRyan P. RodgersMaarten SabbeKevin Van Geem

Electrification pathways for sustainable syngas production : a comparative analysis for low-temperature Fischer-Tropsch technology

Afroditi KourouSimon De LangheLander NelisYannick UreelMatthijs RuitenbeekKees BiesheuvelRonald WeversYi OuyangKevin Van Geem

A1 Journal Article in INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

Elucidating the effect of hydrocarbon structure and zeolite topology on the β-scission activation energy

Yannick UreelKonstantinos AlexopoulosKevin Van GeemMaarten Sabbe

Enhancing catalytic pyrolysis of polypropylene using mesopore-modified HZSM-5 catalysts : insights and strategies for improved performance

Qing HeOğuzhan AkinYannick UreelParviz YazdaniLingfeng LiRobin John VargheseKevin Van Geem

A2 Journal Article in FRONTIERS IN CHEMICAL ENGINEERING

Kinetic modeling of plastic waste catalytic cracking over phosphorous-modified mesoporous ZSM-5 : an isooctane model compounds study

Yannick UreelAnas Jamil AbdulrahmanOğuzhan AkinMaarten SabbeKevin Van Geem

Predicting the effect of framework and hydrocarbon structure on the zeolite-catalyzed beta-scission

Yannick UreelKonstantinos AlexopoulosKevin Van GeemMaarten Sabbe

A1 Journal Article in CATALYSIS SCIENCE & TECHNOLOGY

2023

Ab initio group additive values for thermodynamic carbenium ion property prediction

Yannick UreelFlorence VermeireMaarten SabbeKevin Van Geem

A1 Journal Article in INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH

Active machine learning for chemical engineers : a bright future lies ahead!

Yannick UreelMaarten DobbelaereYi OuyangKevin De RasMaarten SabbeGuy MarinKevin Van Geem

A1 Journal Article in ENGINEERING

Artificial intelligence driven determination of the composition of recycled plastic blends

Amir BashirgonbadiYannick UreelLaurens DelvaKevin Van GeemKim Ragaert

Beyond group additivity : transfer learning for molecular thermochemistry prediction

Yannick UreelFlorence VermeireMaarten SabbeKevin Van Geem

A1 Journal Article in CHEMICAL ENGINEERING JOURNAL

Catalytic pyrolysis of polypropylene with zeolites : maximizing olefin yield by optimizing acidity, SI/AL-ratio and P-doping

Oğuzhan AkinRobin John VargheseYannick UreelAndreas EschenbacherJogchum OenemaKevin Van Geem

Challenges and opportunities of light olefin production via thermal and catalytic pyrolysis of end-of-life polyolefins: Towards full recyclability

Mehrdad Seifali AbbasabadiYannick UreelAndreas EschenbacherFlorence VermeireRobin John VargheseJogchum OenemaGeorgios StefanidisKevin Van Geem

A1 Journal Article in PROGRESS IN ENERGY AND COMBUSTION SCIENCE

Determination of polyethylene (PE) and polypropylene (PP) content in post-consumer recycled flexible plastics using machine learning assisted differential scanning calorimetry (DSC)

Amir BashirgonbadiLaurens DelvaYannick UreelKevin Van GeemKim Ragaert

Transfer learning for data-efficient and interpretable molecular property prediction

Yannick UreelFlorence VermeireMaarten SabbeKevin Van Geem

2022

Active learning-based exploration of the catalytic pyrolysis of plastic waste

Yannick UreelMaarten DobbelaereOğuzhan AkinRobin John VargheseCésar PernaleteJoris ThybautKevin Van Geem

A1 Journal Article in FUEL

Exploration of catalytic pyrolysis with active learning

Yannick UreelMaarten DobbelaereOğuzhan AkinRobin John VargheseCésar PernaleteJoris ThybautKevin Van Geem

Machine learning for physicochemical property prediction of complex hydrocarbon mixtures

Maarten DobbelaereYannick UreelFlorence VermeireLowie TommeChristian StevensKevin Van Geem

A1 Journal Article in INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH