Research output per year
Research output per year
Personal profile
Research interests
Dr. Alfredo Pereira has contributed to various fields of computational chemistry and data science, addressing critical challenges in health and environmental sciences. His research focuses on the rational design of polymers through molecular modeling, data-driven chemical synthesis, and AI-assisted drug discovery.
Personal profile
Dr. Alfredo Pereira holds a degree in Bioinformatics Engineering and a Ph.D. in Science with a specialization in Research and Development of Bioactive Products from the University of Talca. He previously worked as a researcher and project engineer in the Nanobiotechnology Division at the Fraunhofer Chile Research Foundation. Currently, he serves as a faculty member in the School of Engineering, Architecture, and Design at Universidad San Sebastián.
Teaching
Dr. Alfredo Pereira has taught courses in various science and engineering disciplines at the undergraduate level, excelling in areas such as chemistry, statistics and programming. In addition, he has taught graduate courses focused on data science, including subjects such as Data Visualization Tools, Machine Learning and Deep Learning.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
External positions
Fundación Fraunhofer Chile Research, Talca, Chile
2013 → 2015
Fingerprint
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Collaborations and top research areas from the last five years
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Machine Learning-Driven Classification of Urease Inhibitors Leveraging Physicochemical Properties as Effective Filter Criteria
Morales, N., Valdés-Muñoz, E., González, J., Valenzuela-Hormazábal, P., Palma, J. M., Galarza, C., Catagua-González, Á., Yáñez, O., Pereira, A. & Bustos, D., 2024, In: International Journal of Molecular Sciences. 25, 8Research output: Contribution to journal › Article › peer-review
Open Access -
Removal of two carbamate pesticides from aqueous solutions using an adsorbent material based on poly(vinyl alcohol) and malic acid hydrogels
Durán-Lara, E. F., Carreño, G., Pereira, A., Guerrero, M., Valdés, O., Bustos, D., Rivas, J., Villaseñor, J., Castro, R. I. & Marican, A., 2024, In: Polymer Bulletin. 81, 11, p. 9831-9849 19 p.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
Intracellular Delivery of Anti-Kirsten Rat Sarcoma Antibodies Mediated by Polymeric Micelles Exerts Strong In Vitro and In Vivo Anti-Tumorigenic Activity in Kirsten Rat Sarcoma-Mutated Cancers
Rafael, D., Montero, S., Carcavilla, P., Andrade, F., German-Cortés, J., Diaz-Riascos, Z. V., Seras-Franzoso, J., Llaguno, M., Fernández, B., Pereira, A., Duran-Lara, E. F., Schwartz, S. & Abasolo, I., 2023, In: ACS applied materials & interfaces. 15, 8, p. 10398-10413 16 p.Research output: Contribution to journal › Article › peer-review
10 Scopus citations -
Machine Learning Prediction of High-Yield Cobalt- and Nickel-Catalyzed Borylations
Pereira, A. & Trofymchuk, O. S., 2023, In: Journal of Physical Chemistry C. 127, 27, p. 12983-12994 12 p.Research output: Contribution to journal › Article › peer-review
3 Scopus citations -
Rational Design of Hydrogels for Cationic Antimicrobial Peptide Delivery: A Molecular Modeling Approach
Pereira, A., Valdés-Muñoz, E., Marican, A., Cabrera-Barjas, G., Vijayakumar, S., Valdés, O., Rafael, D., Andrade, F., Abaca, P., Bustos, D. & Durán-Lara, E. F., 2023, In: Pharmaceutics. 15, 2, 474.Research output: Contribution to journal › Article › peer-review
Open Access7 Scopus citations