Research Explorer

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Researcher

Manuel Borja Lopez Pelaez

Publications & Research Data

Awards & Distinctions

5 Results

2025

A knowledge-guided neural network approach to model tablet properties in direct compression

Manuel Borja Lopez PelaezJens DhondtJohny BertelsDaan Van HauwermeirenJan Verwaeren

A multitask modelling framework for tablet manufacturability and quality attributes in direct compression using knowledge-guided neural networks

Manuel Borja Lopez PelaezJens DhondtJohny BertelsDaan Van HauwermeirenJan Verwaeren

A1 Journal Article in INTERNATIONAL JOURNAL OF PHARMACEUTICS

Modelling the effect of base component properties and processing conditions on mixture products using probabilistic, knowledge-guided neural networks

Manuel Borja Lopez PelaezJens DhondtJohny BertelsDaan Van HauwermeirenJan Verwaeren

A1 Journal Article in INTERNATIONAL JOURNAL OF PHARMACEUTICS

Neural network approach to direct compression: integrating expert knowledge and data

Manuel Borja Lopez PelaezJens DhondtJohny BertelsDaan Van HauwermeirenJan Verwaeren

2024

Modelling tablet quality attributes using probabilistic, knowledge-guided neural networks

Manuel Borja Lopez PelaezJens DhondtJohny Bertels [missing]Daan Van HauwermeirenJan Verwaeren