Mapping graph coloring to quantum annealing

C Silva, A Aguiar, PMV Lima, I Dutra - Quantum Machine Intelligence, 2020 - Springer
Quantum annealing provides a method to solve combinatorial optimization problems in
complex energy landscapes by exploiting thermal fluctuations that exist in a physical system …

Mapping a logical representation of TSP to quantum annealing

C Silva, A Aguiar, PMV Lima, I Dutra - Quantum Information Processing, 2021 - Springer
This work presents the mapping of the traveling salesperson problem (TSP) based in
pseudo-Boolean constraints to a graph of the D-Wave Systems Inc. We first formulate the …

SATyrus: a SAT-based neuro-symbolic architecture for constraint processing

PMV Lima, MM Morveli-Espinoza… - … on Hybrid Intelligent …, 2005 - ieeexplore.ieee.org
This paper introduces SATyrus, a neuro-symbolic architecture oriented to optimization
problem solving via mapping problems specification into sets of pseudo-Boolean …

Genomics and artificial intelligence working together in drug discovery and repositioning: the advent of adaptive pharmacogenomics in glioblastoma and chronic …

GC Pereira - Biotechnology and production of anti-cancer …, 2017 - Springer
The field of pharmacogenomics investigates how genomics may modulate pathological
trends using information on both genotype and phenotype, with the aim of designing …

[PDF][PDF] Q-SATyrus: Mapping Neuro-symbolic Reasoning into an Adiabatic Quantum Computer.

PMV Lima - NeSy, 2017 - ceur-ws.org
Much has been promised about quantum computing accelerators, but few actual commercial
technologies have been made available so far. The D-Wave Computers Series constitutes …

An Automated Strategy to Handle Antigenic Variability in Immunisation Protocols, Part II: In Vitro Transcribed mRNA Vector Design for Inoculation Against Infectious …

GC Pereira - Gene, Drug, and Tissue Engineering, 2022 - Springer
A fully automated strategy to handle antigenic variability in immunisation protocols is here
presented. The method comprises of (1) nanopore sequencing of infectious agent variants …

Computational Approaches in Drug Development and Phytocompound Analysis

GC Pereira - Plant-derived Bioactives: Chemistry and Mode of …, 2020 - Springer
A plethora of therapeutic properties can be attributed to phytocompounds, and increasing
new methodologies can be employed to optimise their utilisation. In cancer research …

Logical reasoning via satisfiability mapped into energy functions

PMV Lima, MMM Morveli-Espinoza… - … Journal of Pattern …, 2008 - World Scientific
This paper presents the implementation of ARQ-PROP II, a limited-depth propositional
neural reasoner based on the Resolution Principle. The SATyrus platform was used in the …

Logic as Energy: a SAT-based Approach

PMV Lima, MMM Morveli-Espinoza… - Advances in Brain, Vision …, 2007 - Springer
This paper presents the implementation of ARQ-PROP II, a limited-depth propositional
reasoner, via the compilation of its specification into an exact formulation using the sat yrus …

[PDF][PDF] Quantum Machine Intelligence: Mapping AI Applications

CMAP da Silva - 2021 - repositorio-aberto.up.pt
Computer chips are composed by large amounts of transistors that flip between states, on
and off, to build binary digits. These traditional computers based on bits, store all data as 1s …