Tiago Pereira

Orcid: 0000-0003-2487-0097

Affiliations:
  • University of Coimbra, Centre for Informatics and Systems, Department of Informatics Engineering (CISUC), Portugal


According to our database1, Tiago Pereira authored at least 10 papers between 2020 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

Online presence:

On csauthors.net:

Bibliography

2023
Artificial intelligence for prediction of biological activities and generation of molecular hits using stereochemical information.
J. Comput. Aided Mol. Des., December, 2023

FSM-DDTR: End-to-end feedback strategy for multi-objective <i>De Novo</i> drug design using transformers.
Comput. Biol. Medicine, September, 2023

Enhancing reinforcement learning for <i>de novo</i> molecular design applying self-attention mechanisms.
Briefings Bioinform., September, 2023

2022
Deep generative model for therapeutic targets using transcriptomic disease-associated data - USP7 case study.
Briefings Bioinform., 2022

2021
Diversity oriented Deep Reinforcement Learning for targeted molecule generation.
J. Cheminformatics, 2021

Optimizing blood-brain barrier permeation through deep reinforcement learning for de novo drug design.
Bioinform., 2021

Improvement on Generative Adversarial Network for Targeted Drug Design.
Proceedings of the 29th European Symposium on Artificial Neural Networks, 2021

Multiobjective Reinforcement Learning in Optimized Drug Design.
Proceedings of the 29th European Symposium on Artificial Neural Networks, 2021

Optimizing Recurrent Neural Network Architectures for De Novo Drug Design.
Proceedings of the 34th IEEE International Symposium on Computer-Based Medical Systems, 2021

2020
End-to-end Deep Reinforcement Learning for Targeted Drug Generation.
Proceedings of the ICCBB 2020: 4th International Conference on Computational Biology and Bioinformatics, Bali Island, Indonesia, 27 December, 2021, 2020


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