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Nima Nazemzadeh
Nima Nazemzadeh
Data Analytics Specialist at Hexxcell Ltd.
Zweryfikowany adres z hexxcell.com
Tytuł
Cytowane przez
Cytowane przez
Rok
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
422020
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
192021
Fault diagnosis of chemical processes based on joint recurrence quantification analysis
H Ziaei-Halimejani, N Nazemzadeh, R Zarghami, KV Gernaey, ...
Computers & Chemical Engineering 155, 107549, 2021
102021
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
82020
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
52019
Divided‐wall distillation column design using molecular tracking
G Montonati, N Nazemzadeh, J Abildskov, SS Mansouri
AIChE Journal 68 (2), e17504, 2022
32022
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
22021
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
22021
Molecular tracking: A concept for side‐draw distillation column design
N Nazemzadeh, IA Udugama, AP Karcz, MP Andersson, J Abildskov, ...
AIChE Journal 67 (1), e17070, 2021
22021
Molecular tracking: a novel approach for multicomponent distillation column design
N Nazemzadeh, IA Udugama, MA Taube, J Abildskov, SS Mansouri
Computer Aided Chemical Engineering 46, 313-318, 2019
22019
A combinatorial tool for monitoring flocculation processes: Using non-invasive measurements and hybrid deep learning assisted modelling
N Nazemzadeh, JS Olivé, RF Nielsen, KV Gernaey, MP Andersson, ...
Computer Aided Chemical Engineering 49, 811-816, 2022
12022
A Machine-Learning-Based Framework for Data Regression of Heat Transfer Data
J Loyola-Fuentes, N Nazemzadeh, ED Bejarano, S Mancin, F Coletti
2024 Spring Meeting & 20th Global Congress on Process Safety, 2024
2024
A framework for data regression of heat transfer data using machine learning
J Loyola-Fuentes, N Nazemzadeh, E Diaz-Bejarano, S Mancin, F Coletti
Applied Thermal Engineering, 123043, 2024
2024
Integrated process design and control of divided‐wall distillation columns using molecular tracking
C Ramírez‐Márquez, E Sánchez‐Ramírez, N Nazemzadeh, T Bisgaard, ...
AIChE Journal 69 (11), e18225, 2023
2023
First-Principles Prediction of Amorphous Silica Nanoparticle Surface Charge: Effect of Size, pH, and Ionic Strength
N Nazemzadeh, CR Miranda, Y Liang, MP Andersson
The Journal of Physical Chemistry B 127 (44), 9608-9619, 2023
2023
Towards a unified multi-scale strategy for bio-manufacturing process development
T Bisgaard, N Nazemzadeh, EK Kleingesinds, N Yousefi, C Beenfeldt, ...
Computer Aided Chemical Engineering 52, 2667-2672, 2023
2023
An integrated multi-scale modeling framework for flocculation processes
N Nazemzadeh
Technical University of Denmark, 2022
2022
Unsupervised Monitoring of Flocculation Processes based on Recurrence Theory
H Ziaei-Halimejani, N Nazemzdeh, R Zarghami, KV Gernaey, ...
Computer Aided Chemical Engineering 50, 1389-1394, 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
Atom-to-Enterprise: Multi-scale Modeling of Flocculation Processes
N Nazemzadeh, LW Sillesen, KV Gernaey, MP Andersson, SS Mansouri
The 11th International Chemical Engineering Congress & Exhibition (IChEC 2020), 2020
2020
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