Andreas G. Boudouvis

24 papers C 1Journal 23
YearRankTypeTitle / Venue / Authors
2025 J jnl
Implementing NLP in industrial process modeling: Addressing categorical variables.
Comput. Chem. Eng.
Eleni D. Koronaki, Geremy Loachamín Suntaxi, Paris Papavasileiou, Dimitrios G. Giovanis, Martin Kathrein, Christoph Czettl, Andreas G. Boudouvis, Stéphane P. A. Bordas
2025 J jnl
Integrating supervised and unsupervised learning approaches to unveil critical process inputs.
Comput. Chem. Eng.
Paris Papavasileiou, Dimitrios G. Giovanis, Gabriele Pozzetti, Martin Kathrein, Christoph Czettl, Ioannis G. Kevrekidis, Andreas G. Boudouvis, Stéphane P. A. Bordas, Eleni D. Koronaki
2024 J jnl
Discovering deposition process regimes: leveraging unsupervised learning for process insights, surrogate modeling, and sensitivity analysis.
CoRR
Geremy Loachamín Suntaxi, Paris Papavasileiou, Eleni D. Koronaki, Dimitrios G. Giovanis, Georgios Gakis, Ioannis G. Aviziotis, Martin Kathrein, Gabriele Pozzetti, Christoph Czettl, Stéphane P. A. Bordas, Andreas G. Boudouvis
2024 J jnl
Implementing LLMs in industrial process modeling: Addressing Categorical Variables.
CoRR
Eleni D. Koronaki, Geremy Loachamín Suntaxi, Paris Papavasileiou, Dimitrios G. Giovanis, Martin Kathrein, Andreas G. Boudouvis, Stéphane P. A. Bordas
2024 J jnl
Integrating supervised and unsupervised learning approaches to unveil critical process inputs.
CoRR
Paris Papavasileiou, Dimitrios G. Giovanis, Gabriele Pozzetti, Martin Kathrein, Christoph Czettl, Ioannis G. Kevrekidis, Andreas G. Boudouvis, Stéphane P. A. Bordas, Eleni D. Koronaki
2023 J jnl
Equation-based and data-driven modeling strategies for industrial coating processes.
Comput. Ind.
Paris Papavasileiou, Eleni D. Koronaki, Gabriele Pozzetti, Martin Kathrein, Christoph Czettl, Andreas G. Boudouvis, Stéphane P. A. Bordas
2023 J jnl
From partial data to out-of-sample parameter and observation estimation with Diffusion Maps and Geometric Harmonics.
CoRR
Eleni D. Koronaki, Nikolaos Evangelou, Yorgos M. Psarellis, Andreas G. Boudouvis, Ioannis G. Kevrekidis
2023 J jnl
From partial data to out-of-sample parameter and observation estimation with diffusion maps and geometric harmonics.
Comput. Chem. Eng.
Eleni D. Koronaki, Nikolaos Evangelou, Yorgos M. Psarellis, Andreas G. Boudouvis, Ioannis G. Kevrekidis
2022 J jnl
On the effect of self-sustained periodic flows on film thickness non-uniformity during CVD.
Comput. Chem. Eng.
Michail E. Kavousanakis, Nikolaos Cheimarios, George Kokkoris, Andreas G. Boudouvis
2021 J jnl
Investigation of the chemical vapor deposition of Cu from copper amidinate through data driven efficient CFD modelling.
Comput. Chem. Eng.
Rowan Spencer, Pavlos A. Gkinis, E. D. Koronaki, Dimitrios I. Gerogiorgis, Stéphane P. A. Bordas, Andreas G. Boudouvis
2019 J jnl
Beware of symmetry breaking and periodic flow regimes in axisymmetric CVD reactor setups.
Comput. Chem. Eng.
Nikolaos Cheimarios, Michail E. Kavousanakis, George Kokkoris, Andreas G. Boudouvis
2019 J jnl
Classification of states and model order reduction of large scale Chemical Vapor Deposition processes with solution multiplicity.
Comput. Chem. Eng.
E. D. Koronaki, Pavlos A. Gkinis, Lars A. A. Beex, Stéphane P. A. Bordas, Constantinos Theodoropoulos, Andreas G. Boudouvis
2019 J jnl
On the performance of various parallel GMRES implementations on CPU and GPU clusters.
CoRR
Efstathios I. Ioannidis, Nikolaos Cheimarios, Antony N. Spyropoulos, Andreas G. Boudouvis
2019 J jnl
Process modelling, design and technoeconomic Liquid-Liquid Extraction (LLE) optimisation for comparative evaluation of batch vs. continuous pharmaceutical manufacturing of atropine.
Comput. Chem. Eng.
Samir Diab, Nikolaos Mytis, Andreas G. Boudouvis, Dimitrios I. Gerogiorgis
2018 J jnl
Effect of cell heterogeneity on isogenic populations with the synthetic genetic toggle switch network: Bifurcation analysis of two-dimensional cell population balance models.
Comput. Chem. Eng.
Panagiotis Chrysinas, Michail E. Kavousanakis, Andreas G. Boudouvis
2018 J jnl
Experimental and numerical assessment of the hydraulic behavior of a pilot-scale periodic anaerobic baffled reactor (PABR).
Comput. Chem. Eng.
I. Michalopoulos, T. Kamperidis, G. Seintis, G. Pashos, C. Lytras, K. Papadopoulou, Andreas G. Boudouvis, G. Lyberatos
2016 J jnl
A multi-parallel multiscale computational framework for chemical vapor deposition processes.
J. Comput. Sci.
Nikolaos Cheimarios, George Kokkoris, Andreas G. Boudouvis
2015 J jnl
A modified phase-field method for the investigation of wetting transitions of droplets on patterned surfaces.
J. Comput. Phys.
G. Pashos, George Kokkoris, Andreas G. Boudouvis
2013 J jnl
Computer-based assessment of student performance in programing courses.
Comput. Appl. Eng. Educ.
N. Kalogeropoulos, I. Tzigounakis, Evangelia A. Pavlatou, Andreas G. Boudouvis
2011 J jnl
Enabling a commercial computational fluid dynamics code to perform certain nonlinear analysis tasks.
Comput. Chem. Eng.
Nikolaos Cheimarios, E. D. Koronaki, Andreas G. Boudouvis
2007 J jnl
Projective and coarse projective integration for problems with continuous symmetries.
J. Comput. Phys.
Michail E. Kavousanakis, Radek Erban, Andreas G. Boudouvis, C. William Gear, Ioannis G. Kevrekidis
2003 J jnl
Enabling stability analysis of tubular reactor models using PDE/PDAE integrators.
Comput. Chem. Eng.
E. D. Koronaki, Andreas G. Boudouvis, Ioannis G. Kevrekidis
2002 J jnl
Truncated Chebyshev series approximation of fuzzy systems for control and nonlinear system identification.
Fuzzy Sets Syst.
Constantinos I. Siettos, George V. Bafas, Andreas G. Boudouvis
2000 C conf
Finite element computations on cluster of PCs and workstations.
PDP
Antony N. Spyropoulos, John A. Palyvos, Andreas G. Boudouvis