Publications by authors named "Alireza Jahandoost"
Article Synopsis
- - Materials data science and machine learning are transforming cancer treatment strategies by enabling the development of nanotherapeutics, which enhance drug delivery precision and minimize side effects compared to traditional treatments like chemotherapy.
- - This study focuses on predicting the solvent-accessible surface area (SASA) of nanoparticles, which is vital for their effectiveness in therapy, by integrating machine learning with molecular dynamics simulations.
- - The introduced methodology significantly boosts prediction accuracy and computational efficiency, achieving a 40-fold speed improvement and a 25% accuracy increase over existing methods, while also offering substantial cost savings for nanotherapeutic research.
