Andreas G. Boudouvis

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 14

Top Topics

Unsupervised Learning

Symmetry Breaking

Comparative Evaluation

Top Venues

Comput. Chem. Eng.

J. Comput. Phys.

J. Comput. Sci.

Publications

Paris Papavasileiou, Dimitrios G. Giovanis, Gabriele Pozzetti, Martin Kathrein, Christoph Czettl, Ioannis G. Kevrekidis, Andreas G. Boudouvis, Stéphane P. A. Bordas, Eleni D. Koronaki
Integrating supervised and unsupervised learning approaches to unveil critical process inputs. CoRR (2024)
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
Discovering deposition process regimes: leveraging unsupervised learning for process insights, surrogate modeling, and sensitivity analysis. CoRR (2024)
Eleni D. Koronaki, Nikolaos Evangelou, Yorgos M. Psarellis, Andreas G. Boudouvis, Ioannis G. Kevrekidis
From partial data to out-of-sample parameter and observation estimation with Diffusion Maps and Geometric Harmonics. CoRR (2023)
Eleni D. Koronaki, Nikolaos Evangelou, Yorgos M. Psarellis, Andreas G. Boudouvis, Ioannis G. Kevrekidis
From partial data to out-of-sample parameter and observation estimation with diffusion maps and geometric harmonics. Comput. Chem. Eng. 178 (2023)
Paris Papavasileiou, Eleni D. Koronaki, Gabriele Pozzetti, Martin Kathrein, Christoph Czettl, Andreas G. Boudouvis, Stéphane P. A. Bordas
Equation-based and data-driven modeling strategies for industrial coating processes. Comput. Ind. 149 (2023)
Michail E. Kavousanakis, Nikolaos Cheimarios, George Kokkoris, Andreas G. Boudouvis
On the effect of self-sustained periodic flows on film thickness non-uniformity during CVD. Comput. Chem. Eng. 161 (2022)
Rowan Spencer, Pavlos A. Gkinis, E. D. Koronaki, Dimitrios I. Gerogiorgis, Stéphane P. A. Bordas, Andreas G. Boudouvis
Investigation of the chemical vapor deposition of Cu from copper amidinate through data driven efficient CFD modelling. Comput. Chem. Eng. 149 (2021)
Nikolaos Cheimarios, Michail E. Kavousanakis, George Kokkoris, Andreas G. Boudouvis
Beware of symmetry breaking and periodic flow regimes in axisymmetric CVD reactor setups. Comput. Chem. Eng. 124 (2019)
E. D. Koronaki, Pavlos A. Gkinis, Lars A. A. Beex, Stéphane P. A. Bordas, Constantinos Theodoropoulos, Andreas G. Boudouvis
Classification of states and model order reduction of large scale Chemical Vapor Deposition processes with solution multiplicity. Comput. Chem. Eng. 121 (2019)
Samir Diab, Nikolaos Mytis, Andreas G. Boudouvis, Dimitrios I. Gerogiorgis
Process modelling, design and technoeconomic Liquid-Liquid Extraction (LLE) optimisation for comparative evaluation of batch vs. continuous pharmaceutical manufacturing of atropine. Comput. Chem. Eng. 124 (2019)
Efstathios I. Ioannidis, Nikolaos Cheimarios, Antony N. Spyropoulos, Andreas G. Boudouvis
On the performance of various parallel GMRES implementations on CPU and GPU clusters. CoRR (2019)
Panagiotis Chrysinas, Michail E. Kavousanakis, Andreas G. Boudouvis
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. 112 (2018)
I. Michalopoulos, T. Kamperidis, G. Seintis, G. Pashos, C. Lytras, K. Papadopoulou, Andreas G. Boudouvis, G. Lyberatos
Experimental and numerical assessment of the hydraulic behavior of a pilot-scale periodic anaerobic baffled reactor (PABR). Comput. Chem. Eng. 111 (2018)
Nikolaos Cheimarios, George Kokkoris, Andreas G. Boudouvis
A multi-parallel multiscale computational framework for chemical vapor deposition processes. J. Comput. Sci. 15 (2016)
G. Pashos, George Kokkoris, Andreas G. Boudouvis
A modified phase-field method for the investigation of wetting transitions of droplets on patterned surfaces. J. Comput. Phys. 283 (2015)
N. Kalogeropoulos, I. Tzigounakis, Evangelia A. Pavlatou, Andreas G. Boudouvis
Computer-based assessment of student performance in programing courses. Comput. Appl. Eng. Educ. 21 (4) (2013)
Nikolaos Cheimarios, E. D. Koronaki, Andreas G. Boudouvis
Enabling a commercial computational fluid dynamics code to perform certain nonlinear analysis tasks. Comput. Chem. Eng. 35 (12) (2011)
Michail E. Kavousanakis, Radek Erban, Andreas G. Boudouvis, C. William Gear, Ioannis G. Kevrekidis
Projective and coarse projective integration for problems with continuous symmetries. J. Comput. Phys. 225 (1) (2007)
E. D. Koronaki, Andreas G. Boudouvis, Ioannis G. Kevrekidis
Enabling stability analysis of tubular reactor models using PDE/PDAE integrators. Comput. Chem. Eng. 27 (7) (2003)
Constantinos I. Siettos, George V. Bafas, Andreas G. Boudouvis
Truncated Chebyshev series approximation of fuzzy systems for control and nonlinear system identification. Fuzzy Sets Syst. 126 (1) (2002)
Antony N. Spyropoulos, John A. Palyvos, Andreas G. Boudouvis
Finite element computations on cluster of PCs and workstations. PDP (2000)