Ingmar Nopens

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 5

Top Topics

Experimental Data

Manifold Alignment

Transfer Learning

Machine Learning

Top Venues

Comput. Chem. Eng.

Environ. Model. Softw.

Publications

Sina Borzooei, Leonardo F. S. Scabini, Gisele Helena Barboni Miranda, Saba Daneshgar, Lukas Deblieck, Piet De Langhe, Odemir Martinez Bruno, Bernard De Baets, Ingmar Nopens, Elena Torfs
Prediction of Activated Sludge Settling Characteristics from Microscopy Images with Deep Convolutional Neural Networks and Transfer Learning. CoRR (2024)
Ward Quaghebeur, Ingmar Nopens, Bernard De Baets
Incorporating Unmodeled Dynamics Into First-Principles Models Through Machine Learning. IEEE Access 9 (2021)
C. De Mulder, T. Flameling, S. Weijers, Youri Amerlinck, Ingmar Nopens
An open software package for data reconciliation and gap filling in preparation of Water and Resource Recovery Facility Modeling. Environ. Model. Softw. 107 (2018)
Ashish Kumar, Jurgen Vercruysse, Séverine Thérèse F. C. Mortier, Chris Vervaet, Jean Paul Remon, Krist V. Gernaey, Thomas De Beer, Ingmar Nopens
Model-based analysis of a twin-screw wet granulation system for continuous solid dosage manufacturing. Comput. Chem. Eng. 89 (2016)
Raimund Bürger, Julio Careaga, Stefan Diehl, Camilo Mejías, Ingmar Nopens, Elena Torfs, Peter A. Vanrolleghem
Simulations of reactive settling of activated sludge with a reduced biokinetic model. Comput. Chem. Eng. 92 (2016)
Luca Vezzaro, Lorenzo Benedetti, Veerle Gevaert, Webbey De Keyser, Frederik Verdonck, Bernard De Baets, Ingmar Nopens, Frédéric Cloutier, Peter A. Vanrolleghem, Peter Steen Mikkelsen
A model library for dynamic transport and fate of micropollutants in integrated urban wastewater and stormwater systems. Environ. Model. Softw. 53 (2014)
Séverine Thérèse F. C. Mortier, Thomas De Beer, Krist V. Gernaey, Ingmar Nopens
Comparison of techniques for reconstruction of a distribution from moments in the context of a pharmaceutical drying process. Comput. Chem. Eng. 65 (2014)
Séverine Thérèse F. C. Mortier, Krist V. Gernaey, Thomas De Beer, Ingmar Nopens
Development of a Population Balance Model of a pharmaceutical drying process and testing of solution methods. Comput. Chem. Eng. 50 (2013)
Raimund Bürger, Stefan Diehl, Sebastian Farås, Ingmar Nopens
On reliable and unreliable numerical methods for the simulation of secondary settling tanks in wastewater treatment. Comput. Chem. Eng. 41 (2012)
Lorenzo Benedetti, Bernard De Baets, Ingmar Nopens, Peter A. Vanrolleghem
Multi-criteria analysis of wastewater treatment plant design and control scenarios under uncertainty. Environ. Model. Softw. 25 (5) (2010)
Ingmar Nopens, Daan Beheydt, Peter A. Vanrolleghem
Comparison and pitfalls of different discretised solution methods for population balance models: a simulation study. Comput. Chem. Eng. 29 (2) (2005)