Physics-informed machine learning predicting CO₂ capture performances of organic mixtures
Oral presentation, 15th European Congress of Chemical Engineering, Lisbon, Portugal
Talks and presentations
Given scientific presentations
Hybrid Models Automatic Identification and Training through Evolutionary Algorithms
Oral presentation, 35th European Symposium on Computer Aided Process Engineering, Gent, Belgium
Automated Approach for Reactor Design
Oral presentation, 9th European Process Intensification Conference, Athens, Greece
Predicting CO2 solubility in solvent mixtures using Graph Neural Networks
Oral presentation, 34th European Symposium on Computer Aided Process Engineering and 24th International Symposium on Process Systems Engineering, Florence, Italy
Hybrid modelling of a batch separation process
Oral presentation, 14th European Congress of Chemical Engineering and 7th European Congress of Applied Biotechnology, Berlin, Germany
CO2 water-lean capture: Mathematical modelling and analysis of the industrial process
Poster presentation, 33th European Symposium on Computer-aided Process Engineering, Athens, Greece
hybridGamma: a thermodynamically consistent framework for hybrid modelling of activity coefficients
Poster presentation, 8th European Process Intensification Conference, Warsaw, Poland
Application of machine learning techniques to model CO2 capture in spray columns
Oral presentation, (Bio)Process Engineering – a Key to Sustainable Development, Aachen, Germany
Optimization of an artificial neural network structure for modeling carbon capture in spray columns
Poster presentation, 32nd European Symposium on Computer Aided Process Engineering, Tolouse, France
AI aided multiparameter identification for a chemical engineering problem – the solvent switch case
Oral presentation, 13th European Congress of Chemical Engineering, Berlin, Germany - Held Online
Contribution to scientific presentations
A Feature Selection Methodology for Scarce Data Scenarios
Oral presentation, International Conference on Mathematics in (bio/food) Chemical Kinetics and Engineering (MaCKiE), Izmir, Turkey
Structural Optimization of Translucent Monolith Reactors through Multi-objective Bayesian Optimization
Oral presentation, 35th European Symposium on Computer Aided Process Engineering, Gent, Belgium
Surface Tension Data Analysis for Advancing Chemical Engineering Applications
Poster presentation, 35th European Symposium on Computer Aided Process Engineering, Gent, Belgium
Predicting Surface Tension of Organic Molecules Using COSMO-RS Theory and Machine Learning
Oral presentation, 35th European Symposium on Computer Aided Process Engineering, Gent, Belgium
AI-aided process intensification of structures
Oral presentation, 9th European Process Intensification Conference, Athens, Greece
Hybrid modeling apporaches in process intensification: a through review
Oral presentation, 9th European Process Intensification Conference, Athens, Greece
Correlating the partitioning of organic molecules between water and [MeoeMPyrr]+ [FAP]- through machine learning
Oral presentation, 34th European Symposium on Computer Aided Process Engineering and 24th International Symposium on Process Systems Engineering, Florence, Italy
Real-time optimization of a chemical plant with continuous flow reactors via reinforcement learning
Oral presentation, 33th European Symposium on Computer-aided Process Engineering, Athens, Greece
SI-M/O: Swarm Intelligence-based Modelling and Optimisation of complex reaction processes
Poster presentation, 8th European Process Intensification Conference, Warsaw, Poland
Mass transfer performance and mechanism of carbon capture with pure monoethanolamine in an aerosol reactor
Oral presentation, (Bio)Process Engineering – a Key to Sustainable Development, Aachen, Germany
A comparative study of swarm intelligence and artificial neural networks applications in modeling complex reaction processes
Oral presentation, 32nd European Symposium on Computer Aided Process Engineering, Tolouse, France
Application of Swarm Intelligence to Parameter Estimation in Multi-Reaction Processes Modeling
Oral presentation, 13th European Congress of Chemical Engineering, Berlin, Germany - Held Online
On the effect of synthesis and chelating ligands on CeO2-ZrO2 performances for thermochemical H2O/CO2 splitting
Oral presentation, VIII Workshop AICIng, Lipari, Italy
Invited presentations
Hybrid Modelling for Dynamic Chemical Process Intensification with Limited Data
Talk, University of Manchester - Chemical Engineering Department, Manchester, United Kingdom
Hybrid models for complex separation problems
Talk, NTNU - Norwegian University of Science and Technology, Trondheim, Norway
A New Frontier in Chemical Engineering: Artificial Intelligence
Talk, Ege University Chemical Engineering Society, İzmir, Turkey - Held Online