---

Information extracted from Lattes platform

Last update: 2026/09/02

ORCID: https://orcid.org/0000-0003-1769-0629

---

Current projects

Current applied research projects

2026 a Atual

I-PHM: Plataforma inteligente de manutenção preditiva para monitoramento e prognóstico da saúde de ativos industriais Este projeto propõe a pesquisa e o desenvolvimento de modelos baseados em inteligência artificial para o monitoramento e prognóstico da saúde de ativos industriais baseado em dados de sensores instalados no chão de fábrica. A iniciativa é uma parceria entre a empresa Tractian Tecnologia LTDA e pesquisadores do Departamento de Ciência da Computação da UFMG, com o objetivo de aumentar a previsão e realizar a análise de tempo até falha e quantificação de incerteza das mesmas. Integrantes: Omar Paranaiba Vilela Neto (coordenador).

See all projects in Lattes

---

Recent publications

Articles in journals

Exploração e Otimização de Estruturas de Quantum Bragg Mirror Detectors (QBMDs) via Inteligência Artificial
2026. Revista Eletrônica de Iniciação Científica em Computação.
Examples and tutorials on using Google Colab and Gradio to create online interactive student-learning modules
2024. COMPUTER APPLICATIONS IN ENGINEERING EDUCATION.
AIoT tool integration for enriching teaching resources and monitoring student engagement
2024. Internet Of Things.
Measuring the Surface Area Concentration and Specific Surface Area of Mass-Produced Graphene Nanoflakes via Fluorescence Quenching
2023. Acs Applied Nano Materials.
Photonic crystal integrated logic gates and circuits
2022. OPTICS EXPRESS.
Deep-learning-based denoising approach to enhance Raman spectroscopy in mass-produced graphene
2022. JOURNAL OF RAMAN SPECTROSCOPY.
Three-Input NPN Class Gate Library for Atomic Silicon Quantum Dots
2022. IEEE Design & Test.
An automatic routing approach for NML circuits
2022. Journal of Computational Electronics.
Design Automation for Emerging Technologies
2022. JICS. JOURNAL OF INTEGRATED CIRCUITS AND SYSTEMS (ED. PORTUGUÊS).
Geometric greedy router in Quantum-dot Cellular Automata
2021. AEU-INTERNATIONAL JOURNAL OF ELECTRONICS AND COMMUNICATIONS.
A Review on Photonic Crystal Logic Gates
2021. Journal of Integrated Circuits and Systems.
Evaluating nanomagnetic logic circuit layouts using different clock schemes
2021. ANALOG INTEGRATED CIRCUITS AND SIGNAL PROCESSING.
Shape Engineering for Custom Nanomagnetic Logic Circuits in NMLSim 2.0
2021. IEEE Design & Test.
Evaluating analog arithmetic circuit for approximate computing with DNA strand displacement
2021. ANALOG INTEGRATED CIRCUITS AND SIGNAL PROCESSING.
Design and Test of Digital Logic DNA Systems
2021. IEEE Design & Test.
Complementary Photonic Crystals Integrated Logic Devices
2020. OPTICS LETTERS.
Designing Partially Reversible Field-Coupled Nanocomputing Circuits
2019. IEEE TRANSACTIONS ON NANOTECHNOLOGY.
USE: A Universal, Scalable and Efficient clocking scheme for QCA
2016. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems.
Neural Network Simulation and Evolutionary Synthesis of QCA Circuits
2007. I.E.E.E. Transactions on Computers (Print).

Papers in conferences

Enhancing DNA Analog Circuits Design Through Delayed Species Insertion
2025. 2025 IEEE 16th Latin America Symposium on Circuits and Systems (LASCAS).
Development of More Robust and Stable Logic Gates Using Novel Parameter Values for SiDB
2025. 2025 IEEE 16th Latin America Symposium on Circuits and Systems (LASCAS).
Network Collapsing Placement and Routing for Field-Coupled Nanocomputing
2025. 2025 IEEE 16th Latin America Symposium on Circuits and Systems (LASCAS).
Feasible All-Optical OR and NOR Logic Gates in Photonic Crystals
2025. 2025 IEEE 16th Latin America Symposium on Circuits and Systems (LASCAS).
A Comprehensive Analysis of Wire Performance in Silicon Dangling Bonds
2025. 2025 38th SBC/SBMicro/IEEE Symposium on Integrated Circuits and Systems Design (SBCCI).
The Impact of Information Flow Control on FCN Circuit Design
2024. 2024 IEEE 24th International Conference on Nanotechnology (NANO).
A Nanomagnetic Logic based processor
2024. 2024 37th SBC/SBMicro/IEEE Symposium on Integrated Circuits and Systems Design (SBCCI).
An evolutionary search for energy recovery opportunities in partially reversible FCN circuits
2024. 2024 37th SBC/SBMicro/IEEE Symposium on Integrated Circuits and Systems Design (SBCCI).
Robustness Analysis of Atomic Silicon Quantum Dot Logic Gates
2024. 2024 37th SBC/SBMicro/IEEE Symposium on Integrated Circuits and Systems Design (SBCCI).
DNAr-Analog: A Library With a Multiplexer to Easily Design, Program, and Simulate Dsd Analog Circuits
2023. 2023 IEEE 14th Latin America Symposium on Circuits and Systems (LASCAS).
L-BANCS: A Multi-Phase Tile Design for Nanomagnetic Logic
2023. 2023 IEEE Computer Society Annual Symposium on VLSI (ISVLSI).
Exploring Nanomagnetic Logic with Bennett Clocking
2023. 2023 36th SBC/SBMicro/IEEE/ACM Symposium on Integrated Circuits and Systems Design (SBCCI).
A Non-Blocking Multistage Interconnection using Regular Clock Schemes for QCA Circuits
2023. 2023 36th SBC/SBMicro/IEEE/ACM Symposium on Integrated Circuits and Systems Design (SBCCI).
Unlocking the Potential of Photonic Crystals: Exploring Designs for High-Performance Switches
2023. 2023 37th Symposium on Microelectronics Technology and Devices (SBMicro).
Ultra-Compact Low-Loss Photonic Crystal Waveguide in Serpentine Form
2023. 2023 37th Symposium on Microelectronics Technology and Devices (SBMicro).
An NML in-plane Wire Crossing Structure
2022. 2022 IEEE 13th Latin America Symposium on Circuits and System (LASCAS).
Convolutional Neural Network to Recognize 2-Input Gates for Silicon Quantum Dot
2022. Student Forum.
Google Colab CAD4U: Hands-on Cloud Laboratories for Digital Design
2021. 2021 IEEE International Symposium on Circuits and Systems (ISCAS).
NMLib: A Nanomagnetic Logic Standard Cell Library
2021. 2021 IEEE International Symposium on Circuits and Systems (ISCAS).
Novel Three-Input Gates for Silicon Quantum Dot
2021. Symposium on Integrated Circuits and Systems Design - SBCCI, 2021.
Exploring the use of 3-input Gates in Field-Coupled Nanotechnologies
2021. Student Forum.

Extended abstracts in conferences

S-MOVL: Protegendo Sistemas Computacionais contra Ataques de Violação de Memória por meio de Instruções em Hardware
2014. Simpósio Brasileiro em Segurança da Informação e de Sistemas Computacionais (SBSeg'14).
NanoTrack - Sistema de Gerenciamento de Dados de Nanoestruturas com Plugins Inteligentes
2013. VII e-Science workshop - Congresso da Sociedade Brasileira de Computação CSBC 2013.
NanoTrack ? Sistema Inteligente de Gerenciamento de Dados de S´ıntese de Nanoestruturas
2012. VI Workshop de e-Science - XXXII Congresso da Sociedade Brasileira de Computação 2012.
Optimizing Quantum Well Solar Cell Efficiency Through Genetic Algorithms
2012. Nanotech Conference 2012.
Inference of Quantum Dots Growth Behavior by Neural Network
2008. 15th Internacional Conference on Superlattice, Nanostructures and Nanodevices.

Abstracts in conferences

Optimization of Multilayer OLEDs with 2, 3, 4 and 5 graded layers supported by Genetic Algorithms
2012. XXXV Encontro Nacional de Física da Matéria Condensada - ENFMC 2012.
Bio-Inspired Algorithms Applied to the Optimization of Multi-layer OLEDs
2011. MRS Spring Meeting 2011 - Symposium: Synthesis and Processing of Organic and Polymeric Materials for Semiconductor Applications.
The use of ANN technique to model the mechanical behavior of nanocomposites
2009. 11th International Conference on Advanced Materials - ICAM 2009.
Search of Transition Structures by means of Coevolutionary Genetic Algorithms
2009. 11th International Conference on Advanced Materials - ICAM 2009.
Modeling of the Growth of Quantum Dots by Neural Network
2009. 11th International Conference on Advanced Materials - ICAM 2009.

See all publications in Lattes

---

Current students

MS

Samuel Augusto Oliveira Magalhaes. Sistema Computacional para Detecção de Falhas. Início: 2026. Universidade Federal de Minas Gerais (Orientador principal)
Marco Túlio Mata. Nanocomputação. Início: 2025. Universidade Federal de Minas Gerais (Orientador principal)
GABRIEL SOARES SELLIN. Descobrindo propriedades de Materiais 2D via Aprendizado de Máquina. Início: 2024. Universidade Federal de Minas Gerais (Orientador principal)
JOÃO GABRIEL DE OLIVEIRA BICALHO. Silicon Dangling Bonds Circuits. Início: 2023. Universidade Federal de Minas Gerais (Orientador principal)

PhD

FABIANO COSTA SANTANA. Otimização de Dispositivos SERS via Inteligência Artificial. Início: 2024. Universidade Federal de Minas Gerais (Orientador principal)
BERNARDO GUERRA PEREIRA CUNHA. Arquiteturas Neuromórficas com Materiais Avançados. Início: 2024. Universidade Federal de Minas Gerais (Orientador principal)
Gabriel Felipe Cândido Novy. Circuitos Lógicos com Cristais Fotônicos. Início: 2019. Universidade Federal de Minas Gerais (Orientador principal)
POLIANA APARECIDA CORRÊA DE OLIVEIRA. Computação com DNA. Início: 2018. Universidade Federal de Minas Gerais (Orientador principal)
LAYSSON OLIVEIRA LUZ. Arquiteturas Bio-inspiradas com Lógica Nanomagnética. Início: 2017. Universidade Federal de Minas Gerais (Orientador principal)

See all students in Lattes

---