Horacio Emilio Pérez Sánchez

Orcid: 0000-0003-4468-7898

According to our database1, Horacio Emilio Pérez Sánchez authored at least 65 papers between 2009 and 2024.

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

Timeline

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Bibliography

2024
ESSENCE-Dock: A Consensus-Based Approach to Enhance Virtual Screening Enrichment in Drug Discovery.
J. Chem. Inf. Model., March, 2024

2023
Fighting the disagreement in Explainable Machine Learning with consensus.
CoRR, 2023

ALMERIA: Boosting pairwise molecular contrasts with scalable methods.
CoRR, 2023

2022
MultiPharm-DT: A Multi-Objective Decision Tool for Ligand-Based Virtual Screening Problems.
Informatica, 2022

SIBILA: High-performance computing and interpretable machine learning join efforts toward personalised medicine in a novel decision-making tool.
CoRR, 2022

Accelerating Big Data Analysis through LASSO-Random Forest Algorithm in QSAR Studies.
Bioinform., 2022

Increasing the Accuracy of Optipharm's Virtual Screening Predictions by Implementing Molecular Flexibility.
Proceedings of the Bioinformatics and Biomedical Engineering, 2022

Virtual Screening Based on Electrostatic Similarity and Flexible Ligands.
Proceedings of the Computational Science and Its Applications - ICCSA 2022 Workshops, 2022

2021
Combined Structure and Ligand-Based Design of Selective Acetylcholinesterase Inhibitors.
J. Chem. Inf. Model., 2021

METADOCK 2: a high-throughput parallel metaheuristic scheme for molecular docking.
Bioinform., 2021

2020
Efficient GPU-based parallelization of solvation calculation for the blind docking problem.
J. Supercomput., 2020

DIA-DB: A Database and Web Server for the Prediction of Diabetes Drugs.
J. Chem. Inf. Model., 2020

Current Status of Carbohydrates Information in the Protein Data Bank.
J. Chem. Inf. Model., 2020

Optimizing Electrostatic Similarity for Virtual Screening: A New Methodology.
Informatica, 2020

Maximizing resource usage in multifold molecular dynamics with rCUDA.
Int. J. High Perform. Comput. Appl., 2020

When will the mist clear? On the Interpretability of Machine Learning for Medical Applications: a survey.
CoRR, 2020

QN-Docking: An innovative molecular docking methodology based on Q-Networks.
Appl. Soft Comput., 2020

2019
A methodology for evaluating multi-objective evolutionary feature selection for classification in the context of virtual screening.
Soft Comput., 2019

BRUSELAS: HPC Generic and Customizable Software Architecture for 3D Ligand-Based Virtual Screening of Large Molecular Databases.
J. Chem. Inf. Model., 2019

2018
ENMX: An elastic network model to predict the FOREX market evolution.
Simul. Model. Pract. Theory, 2018

METADOCK: A parallel metaheuristic schema for virtual screening methods.
Int. J. High Perform. Comput. Appl., 2018

Deep neural network in QSAR studies using deep belief network.
Appl. Soft Comput., 2018

Accelerating Drugs Discovery with Deep Reinforcement Learning: An Early Approach.
Proceedings of the 47th International Conference on Parallel Processing, 2018

Increasing Molecular Dynamics Simulations Throughput by Virtualizing Remote GPUs with rCUDA.
Proceedings of the 47th International Conference on Parallel Processing, 2018

2017
The role of different sampling methods in improving biological activity prediction using deep belief network.
J. Comput. Chem., 2017

Automatic selection of molecular descriptors using random forest: Application to drug discovery.
Expert Syst. Appl., 2017

The Forex Market as an Elastic Network Model.
Proceedings of the 2017 International Conference on Intelligent Environments, 2017

Implementation of an Efficient Blind Docking Technique on HPC Architectures for the Discovery of Allosteric Inhibitors.
Proceedings of the 46th International Conference on Parallel Processing Workshops, 2017

Parallel Desolvation Energy Term Calculation for Blind Docking on GPU Architectures.
Proceedings of the 46th International Conference on Parallel Processing Workshops, 2017

2016
Characterization, in Vivo Evaluation, and Molecular Modeling of Different Propofol-Cyclodextrin Complexes To Assess Their Drug Delivery Potential at the Blood-Brain Barrier Level.
J. Chem. Inf. Model., 2016

Parallel implementation of fuzzy minimals clustering algorithm.
Expert Syst. Appl., 2016

Virtual Screening: A Challenge for Deep Learning.
Proceedings of the 10th International Conference on Practical Applications of Computational Biology & Bioinformatics, 2016

HYDROWEB, an Online Tool for the Calculation of Hydrodynamic Properties of Macromolecules.
Proceedings of the Bioinformatics and Biomedical Engineering, 2016

Parallel Ant Colony Optimization for the HP Protein Folding Problem.
Proceedings of the Bioinformatics and Biomedical Engineering, 2016

2015
Acceleration of MPI mechanisms for sustainable HPC applications.
Supercomput. Front. Innov., 2015

Developing science gateways for drug discovery in a grid environment.
PeerJ Prepr., 2015

Molecular Dynamics Simulations of Ligand Recognition upon Binding Antithrombin: A MM/GBSA Approach.
Proceedings of the Bioinformatics and Biomedical Engineering, 2015

Applications of High Performance Computing in Bioinformatics, Computational Biology and Computational Chemistry.
Proceedings of the Bioinformatics and Biomedical Engineering, 2015

DIA-DB: A Web-Accessible Database for the Prediction of Diabetes Drugs.
Proceedings of the Bioinformatics and Biomedical Engineering, 2015

Molecular Docking and Biological Evaluation of Functionalized benzo[h]quinolines as Colon Cancer Agents.
Proceedings of the Bioinformatics and Biomedical Engineering, 2015

Enhancing the Parallelization of Non-bonded Interactions Kernel for Virtual Screening on GPUs.
Proceedings of the Bioinformatics and Biomedical Engineering, 2015

Improving Activity Prediction of Adenosine A2B Receptor Antagonists by Nonlinear Models.
Proceedings of the Bioinformatics and Biomedical Engineering, 2015

Support Vector Machine Prediction of Drug Solubility on GPUs.
Proceedings of the Bioinformatics and Biomedical Engineering, 2015

2014
Latest advances in distributed, parallel, and graphic processing unit accelerated approaches to computational biology.
Concurr. Comput. Pract. Exp., 2014

A performance/cost model for a CUDA drug discovery application on physical and public cloud infrastructures.
Concurr. Comput. Pract. Exp., 2014

Toward energy efficiency in heterogeneous processors: findings on virtual screening methods.
Concurr. Comput. Pract. Exp., 2014

Improving drug discovery using hybrid softcomputing methods.
Appl. Soft Comput., 2014

Optimizations to enhance sustainability of MPI applications.
Proceedings of the 21st European MPI Users' Group Meeting, 2014

The role of High Performance Computing in Bioinformatics.
Proceedings of the International Work-Conference on Bioinformatics and Biomedical Engineering, 2014

An improved Fuzzy Clustering methodology applied to the study of Protein Conformational Ensembles.
Proceedings of the International Work-Conference on Bioinformatics and Biomedical Engineering, 2014

Parallel Computation of Non-Bonded Interactions in Drug Discovery: Nvidia GPUs vs. Intel Xeon Phi.
Proceedings of the International Work-Conference on Bioinformatics and Biomedical Engineering, 2014

Application of parallel blind docking with BINDSURF for the study of platinum derived compounds as anticancer drugs.
Proceedings of the International Work-Conference on Bioinformatics and Biomedical Engineering, 2014

An Efficient Solvent Accessible Surface Area calculation applied in Ab Initio Protein Structure Prediction.
Proceedings of the International Work-Conference on Bioinformatics and Biomedical Engineering, 2014

2013
Accelerated Conformational Entropy Calculations Using Graphic Processing Units.
J. Chem. Inf. Model., 2013

A GPU based Conformational Entropy Calculation Method.
Proceedings of the International Work-Conference on Bioinformatics and Biomedical Engineering, 2013

Impact of implicit solvation models on database enrichment in GPU based blind Virtual Screening.
Proceedings of the International Work-Conference on Bioinformatics and Biomedical Engineering, 2013

Improving drug discovery using a neural networks based parallel scoring function.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

2012
High-Throughput parallel blind Virtual Screening using BINDSURF.
BMC Bioinform., 2012

Parallelization of Virtual Screening in Drug Discovery on Massively Parallel Architectures.
Proceedings of the 20th Euromicro International Conference on Parallel, 2012

2011
Accelerating Grid Kernels for Virtual Screening on Graphics Processing Units.
Proceedings of the Applications, Tools and Techniques on the Road to Exascale Computing, Proceedings of the conference ParCo 2011, 31 August, 2011

Effective Parallelization of Non-bonded Interactions Kernel for Virtual Screening on GPUs.
Proceedings of the 5th International Conference on Practical Applications of Computational Biology & Bioinformatics, 2011

A Pipeline Pilot based SOAP implementation of FlexScreen for High-Throughput Virtual Screening.
Proceedings of the 3rd International Workshop on Science Gateways for Life Sciences, 2011

Accelerating multiple target drug screening on GPUs.
Proceedings of the Computational Methods in Systems Biology, 9th International Conference, 2011

2010
High throughput in-silico screening against flexible protein receptors.
J. Cheminformatics, 2010

2009
Implementation of an effective non-bonded interactions kernel for biomolecular simulations on the Cell processor.
Proceedings of the 39. Jahrestagung der Gesellschaft für Informatik, Im Focus das Leben, INFORMATIK 2009, Lübeck, Germany, September 28, 2009


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