Deivid Campos - Publications, H-index & Citations

Deivid Campos

Universidade Federal de Juiz de Fora

5H指数

22论文数

85被引数

收录论文 18

发表时间

Optical tongue based on Mach-Zehnder interferometers and automated machine learning for spoilage microorganisms assessment in ricotta cheese 基于马赫-曾德尔干涉仪和自动化机器学习的意式乳清奶酪变质微生物评估的光学舌技术

Sensors and Actuators A-Physical

IF4.9

2026-06-01

PREAI

Filho, Renato Luiz Faraco; Campos, Deivid; Rezende, Lizandra; Barino, Felipe Oliveira; Souza, Marcus Vinicius; dos Santos, Alexandre Bessa

Hybrid evolutionary machine learning framework optimizing biochar production in biomass pyrolysis 混合进化机器学习框架优化生物质热解中生物炭的生产

Fuel Processing Technology

IF7.7

2026-02-17

OAAI

Deivid Campos; Ricardo Ervilha; Matteo Bodini; Camila M. Saporetti; Leonardo Goliatt

Heterogeneous stacking strategy for modeling flowing bottom-hole pressure of oil wells 异质堆叠策略用于油井流动井底压力建模

Unconventional Resources

IF4.6

2026-02-01

OAAI

Campos, Deivid; Macedo, Bruno da Silva; Ogali, Oscar Ikechukwu; Bodini, Matteo; Martyushev, Dmitriy A.; Al-Fahaidy, Farouk Abduh Kamil; Saporetti, Camila Martins; Goliatt, Leonardo

AutoML-Based Prediction of Unconfined Compressive Strength of Stabilized Soils: A Multi-Dataset Evaluation on Worldwide Experimental Data Oliveira, R.M.; Campos, D.; Bicalho, K.V.; Macêdo, B.d.S.; Bodini, M.; Saporetti, C.M.; Goliatt, L. 基于 AutoML 的稳定土无侧限抗压强度预测：基于全球实验数据的多个数据集评估. Forecasting 2025, 7, 80. [Google Scholar] [CrossRef]

Forecasting

IF3.2

2025-12-18

PREAI

Oliveira, Romulo Murucci; Campos, Deivid; Bicalho, Katia Vanessa; Macedo, Bruno Da S.; Bodini, Matteo; Saporetti, Camila Martins; Goliatt, Leonardo

New calibration method for graphene oxide-coated LPG optical fiber sensors for CO2 detection via symbolic regression 基于符号回归的氧化石墨烯涂层LPG光纤传感器用于CO2检测的新校准方法

Sensors and Actuators B: Chemical

IF0

2025-10-22

PREAI

Deivid Edson Delarota Campos; Renato Luiz Faraco Filho; Anne C.P. Fernandes; Welber G. Quirino; Alexandre Bessa dos Santos

Bayesian optimization-guided machine learning models for bio-oil yield prediction from lignocellulosic biomass pyrolysis 基于贝叶斯优化指导的机器学习模型，用于预测木质纤维素生物质热解的生物油产量

biomass bioenergy

IF0

2025-08-26

PREAI

Ricardo Ervilha; Deivid Campos; Bruno da Silva Macêdo; Daniel A. Bertuol; Eduardo H. Tanabe; Zaher Mundher Yaseen; Matteo Bodini; Camila M. Saporetti; Leonardo Goliatt

Assessment of AutoML frameworks for predicting compressive and flexural strength of recycled aggregate concrete AutoML框架在预测再生骨料混凝土抗压和抗弯强度方面的评估

Materials Today Sustainability

IF7.9

2025-08-25

OAAI

Deivid Campos; Bruno da Silva Macêdo; Zainab Al-Khafaji; Melike Aktaş Bozkurt; İhsan Erdem Kayral; Tiago Silveira Gontijo; Matteo Bodini; Camila M. Saporetti; Leonardo Goliatt

Automated machine learning for bio-oil yield prediction from lignocellulosic biomass pyrolysis 基于木质纤维素生物质热解的生物油产量预测的自动化机器学习

Fuel

IF7.5

2025-08-13

PREAI

Deivid Campos; Ricardo Ervilha; Bruno da Silva Macêdo; Matteo Bodini; Camila M. Saporetti; Leonardo Goliatt

Data-driven total organic carbon prediction using feature selection methods incorporated in an automated machine learning framework

SCIENTIFIC REPORTS

IF3.9

2025-03-27

OAAI

Macedo, Bruno da Silva; Wayo, Dennis Delali Kwesi; Campos, Deivid; De Santis, Rodrigo Barbosa; Martinho, Alfeu Dias; Yaseen, Zaher Mundher; Saporetti, Camila Martins; Goliatt, Leonardo

Novel beer bitterness measurement instrument using optical fiber sensor

JOURNAL OF FOOD ENGINEERING

IF5.8

2024-12-01

PREAI

Faraco Filho, Renato Luiz; Barino, Felipe Oliveira; Calderano, Joao Victor; Campos, Deivid; Alvarenga, italo Fernandes Valle; Manhas, Andre William Paviani; dos Santos, Alexandre Bessa

Evolutionary automated radial basis function neural network for multiphase flowing bottom-hole pressure prediction

FUEL

IF7.5

2024-12-01

PREAI

Campos, Deivid; Wayo, Dennis Delali Kwesi; De Santis, Rodrigo Barbosa; Martyushev, Dmitriy A.; Yaseen, Zaher Mundher; Duru, Ugochukwu Ilozurike; Saporetti, Camila M.; Goliatt, Leonardo

Enhancing milk quality assessment: A novel approach using an optical tongue with fiber-based Mach-Zehnder interferometry

JOURNAL OF FOOD ENGINEERING

IF5.8

2024-08-01

PREAI

Faraco Filho, Renato Luiz; Arruda e Andrade, Arthur; Campos, Deivid; de Oliveira, Edimar Jose; dos Santos, Alexandre Bessa

Hydroelectric Plant Safety: Real-Time Monitoring Utilizing Fiber-Optic Sensors 水电站安全: 利用光纤传感器进行实时监控

SENSORS

IF3.5

2024-07-16

OAAI

Faraco, Renato Luiz; Barino, Felipe; Campos, Deivid; Sampaio, Guilherme; Honorio, Leonardo; Marcato, Andre; Bessa dos Santos, Alexandre; dos Santos, Clayton Cesar; Hamaji, Fernando

Hybridized machine learning models for phosphate pollution modeling in water systems for multiple uses

JOURNAL OF WATER PROCESS ENGINEERING

IF6.7

2024-07-01

PREAI

Boratto, Tales H. A.; Campos, Deivid E. D.; Fonseca, Douglas L.; Filho, Welson Avelar Soares; Yaseen, Zaher M.; Gorgoglione, Angela; Goliatt, Leonardo

Enhanced aroma prediction in coffee fermentation through optical fiber sensor data fusion

SENSORS AND ACTUATORS A-PHYSICAL

IF4.9

2024-04-01

PREAI

Faraco, Renato Luiz; de Castro, Joao Victor; Barino, Felipe Oliveira; Campos, Deivid; dos Santos, Alexandre Bessa

Monitoring and Characterization Technology for Coffee Fermentation Aromas: A Data-Driven Approach

IEEE SENSORS JOURNAL

IF4.5

2024-03-15

PREAI

Faraco-Filho, Renato; de Castro, Joao V.; Barino, Felipe Oliveira; Campos, Deivid E.; dos Santos, Alexandre Bessa

In-fiber Mach-Zehnder interferometer as a promising tool for optical nose and odor prediction during the fermentation process

OPTICS LETTERS

IF3.3

2023-07-20

PREAI

Faraco Filho, Renato Luiz; Barino, Felipe Oliveira; Calderano, Joao; Alvarenga, Italo Fernando Valle; Campos, Deivid; Dos Santos, Alexandre Bessa

Loading Condition Estimation Using Long-Period Fiber Grating Array

IEEE SENSORS JOURNAL

IF4.5

2021-03-01

PREAI

Barino, Felipe Oliveira; Faraco-Filho, Renato; Campos, Deivid; Silva, Vinicius N. H.; Lopez-Barbero, Andres P.; Honorio, Leonardo de Mello; dos Santos, Alexandre Bessa

研究方向