The added utility of nonlinear methods compared to linear methods in rescaling soil moisture products

MH Afshar, MT Yilmaz - Remote Sensing of Environment, 2017 - Elsevier
In this study, the added utility of nonlinear rescaling methods relative to linear methods in the
framework of creating a homogenous soil moisture time series has been explored. The …

Data-driven modeling of the bicalutamide dissolution from powder systems

A Mendyk, A Pacławski, J Szafraniec-Szczęsny… - AAPS …, 2020 - Springer
Low solubility of active pharmaceutical compounds (APIs) remains an important challenge in
dosage form development process. In the manuscript, empirical models were developed …

From heuristic to mathematical modeling of drugs dissolution profiles: application of artificial neural networks and genetic programming

A Mendyk, S Güres, R Jachowicz… - … Methods in Medicine, 2015 - Wiley Online Library
The purpose of this work was to develop a mathematical model of the drug dissolution (Q)
from the solid lipid extrudates based on the empirical approach. Artificial neural networks …

An efficient new scheme of fitness evaluation in genetic programming using the R language

C Martinez, JD Velasquez - IEEE Latin America Transactions, 2016 - ieeexplore.ieee.org
The aim of this paper is to propose and analyze several fitness evaluation schemes for
solving regression problems using Genetic Programming. The proposed schemes are …

Evolutionary Algorithms in Modeling Aerodynamic Properties of Spray-Dried Microparticulate Systems

A Pacławski, J Szlęk, R Jachowicz, S Giovagnoli… - Applied Sciences, 2020 - mdpi.com
Spray drying is a single step process in which solutions or dispersions are converted into dry
particles. It is widely used in pharmaceutical technology to produce inhalable particles. Dry …

Investigation of added utility of nonlinear techniques in rescaling soil moisture datasets

MH Afshar - 2019 - search.proquest.com
Soil moisture plays a key role in weather forecasting, hydrologic modeling, climate change
studies and water resource management. There are multiple ways to estimate this essential …

Computational intelligence for prediction of biological effects of drugs absorption in lungs

A Pacławski, J Szlęk, A Mendyk - Computer Science, 2019 - ruj.uj.edu.pl
Recently, the lungs have been extensively examined as a route for delivering drugs (active
pharmaceutical ingredients, APIs) into the bloodstream; this is mainly due to the possibility of …

[PDF][PDF] Research Article From Heuristic to Mathematical Modeling of Drugs Dissolution Profiles: Application of Artificial Neural Networks and Genetic Programming

A Mendyk, S Güres, R Jachowicz, J Szlwk, S Polak… - 2015 - academia.edu
The purpose of this work was to develop a mathematical model of the drug dissolution (𝑄)
from the solid lipid extrudates based on the empirical approach. Artificial neural networks …

[PDF][PDF] Modelowanie nieliniowe wielkości mikrocząstek kopolimeru kwasu mlekowego i glikolowego zawierających peptydy

J Szlęk, A Pacławski, R Lau Wai Man, A Mendyk… - 2014 - ruj.uj.edu.pl
Do głównych zalet PLGA, jako nośnika substancji leczniczej należą: właściwości ochronne
dla substancji peptydowych oraz możliwość formułowania postaci leku o przedłużonym …