| Towards smart biomanufacturing: a perspective on recent developments in industrial measurement and monitoring technologies for bio-based production processes CL Gargalo, I Udugama, K Pontius, PC Lopez, RF Nielsen, ... Journal of Industrial Microbiology & Biotechnology: Official Journal of the …, 2020 | 105 | 2020 |
| Hybrid machine learning assisted modelling framework for particle processes RF Nielsen, N Nazemzadeh, LW Sillesen, MP Andersson, KV Gernaey, ... Computers & Chemical Engineering 140, 106916, 2020 | 47 | 2020 |
| Integrated process design and control of cyclic distillation columns BB Andersen, RF Nielsen, IA Udugama, E Papadakis, KV Gernaey, ... IFAC-PapersOnLine 51 (18), 542-547, 2018 | 27 | 2018 |
| Driving force based design of cyclic distillation RF Nielsen, JK Huusom, J Abildskov Industrial & Engineering Chemistry Research 56 (38), 10833-10844, 2017 | 26 | 2017 |
| Integration of first-principle models and machine learning in a modeling framework: An application to flocculation N Nazemzadeh, AA Malanca, RF Nielsen, KV Gernaey, MP Andersson, ... Chemical Engineering Science 245, 116864, 2021 | 21 | 2021 |
| Novel strategies for predictive particle monitoring and control using advanced image analysis RF Nielsen, NA Kermani, L la Cour Freiesleben, KV Gernaey, ... Computer Aided Chemical Engineering 46, 1435-1440, 2019 | 9 | 2019 |
| Integration of computational chemistry and artificial intelligence for multi-scale modeling of bioprocesses N Nazemzadeh, LW Sillesen, RF Nielsen, MN Jones, KV Gernaey, ... Computer Aided Chemical Engineering 48, 295-300, 2020 | 8 | 2020 |
| A hybrid model predictive control strategy using neural network based soft sensors for particle processes RF Nielsen, KV Gernaey, SS Mansouri Computer Aided Chemical Engineering 48, 1177-1182, 2020 | 7 | 2020 |
| Graphical tools for designing intensified distillation processes: methods and applications N Nazemzadeh, IA Udugama, RF Nielsen, K Meyer, ES Perez-Cisneros, ... Process Intensification: Design Methodologies, 145-179, 2019 | 6 | 2019 |
| An uncertainty-aware hybrid modelling approach using probabilistic machine learning RF Nielsen, N Nazemzadeh, MP Andersson, KV Gernaey, SS Mansouri Computer Aided Chemical Engineering 50, 591-597, 2021 | 4 | 2021 |
| Pilot Plant 4.0: A review of digitalization efforts of the Chemical and Biochemical Engineering Department at the Technical University of Denmark (DTU) MN Jones, M Stevnsborg, RF Nielsen, D Carberry, K Bagherpour, ... Computer Aided Chemical Engineering 49, 1525-1530, 2022 | 3 | 2022 |
| Implementation of first-principles surface interactions in a hybrid machine learning assisted modelling of flocculation N Nazemzadeh, RF Nielsen, KV Gernaey, SS Mansouri, MP Andersson Computer Aided Chemical Engineering 50, 845-850, 2021 | 2 | 2021 |
| Hybrid Modelling Strategies for Development of Digital Twins RF Nielsen Technical University of Denmark, 2021 | | 2021 |
| Hybride modeller: En pragmatisk implementering af Industri 4.0 RF Nielsen, N Nazemzadeh, MP Andersson, KV Gernaey, SS Mansouri Dansk Kemi 101 (8), 18-20, 2020 | | 2020 |
| A Hybrid Model Based Model Predictive Control Strategy for Particle Processes RF Nielsen, KV Gernaey, SS Mansouri 2020 AIChE Annual Meeting, 2020 | | 2020 |
| Hybrid Modelling Framework for on-Line Data-Driven Modelling of Particle Processes RF Nielsen, N Nazemzadeh, MP Andersson, KV Gernaey, SS Mansouri 2020 AIChE Annual Meeting, 2020 | | 2020 |
| Generic Model-based Framework for Predictive Particle Monitoring using Advanced Image Analysis and Deep Learning RF Nielsen, KV Gernaey, SS Mansouri 12th European Congress of Chemical Engineering, 2019 | | 2019 |
| Particle modelling using advanced image analysis and deep learning RF Nielsen, KV Gernaey, SS Mansouri 1st International Young Professionals Conference on Process Engineering …, 2019 | | 2019 |
| En pragmatisk implementering af Industri 4.0 ARF Nielsen, N Nazemzadeh, M Peter, KV Andersson | | |
| Hybrid modelling and control framework for particle processes RF Nielsen, KV Gernaey, SS Mansouri | | |
Krist V. GernaeyProfessor, Technical University of DenmarkVerified email at kt.dtu.dk