![](data:image/png;base64,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) |
Carlos Alberto Pereira
carlos.ii@ufop.edu.br
|
Bacharel em Engenharia de Minas (UFOP-1981) com doutorado em Engenharia Materiais, Metalúrgica e de Minas pela UFMG (2004). Atua em pesquisas relacionadas com métodos de concentração e enriquecimento de minérios. Professor Associado, docente permanente do PPGEM e pesquisador PQ-02 do CNPq.
|
|
![](data:image/png;base64,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) |
Érica Linhares Reis
erica@ufop.edu.br
|
Bacharela em Química Industrial (UFOP-2002) com doutorado em Engenharia de Materiais pela UFOP (2010). Atua em pesquisas relacionadas com caracterização e beneficiamento de minérios e tratamento de efluentes. Professora adjunta e docente permanente do PPGEM.
|
|
![](data:image/png;base64,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) |
José Aurélio Medeiros da Luz
jaurelio@ufop.edu.br
|
Bacharel em Engenharia de Minas (UFOP-1981) com doutorado em Engenharia Materiais, Metalúrgica e de Minas pela UFMG (1996). Atua em pesquisas relacionadas com métodos físicos e físico-químicos de concentração de minérios e reaproveitamento de resíduos. Professor associado e docente permanente do PPGEM. Coordenou o PPGEM de julho de 2018 a julho de 2020.
|
|
![](data:image/png;base64,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) |
Rosa Malena Fernandes Lima
rosa@ufop.edu.br
|
Bacharela em Engenharia de Minas (UFOP-1986) com doutorado em Engenharia Materiais, Metalúrgica e de Minas pela UFMG (2007). Atua em pesquisas relacionadas com flotação e caracterização tecnológica e mineralógica de minérios e rejeitos. Professora titular e docente permanente do PPGEM. Pesquisadora PQ-02 do CNPq. Coordenadora do PPGEM de durante o ano 2017 e até julho de 2018 do quadriênio 2017-2020.
|
|
Participante externo ao PPGEM
|
![](data:image/png;base64,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) |
Vladmir Kronemberger Alves
vladmir.alves@ufop.edu.br
|
Bacharel em Engenharia de Minas (UFMG-1995) com doutorado em Engenharia Metalúrgica e de Minas pela UFMG (2013). Com robusta experiência em empresas de mineração, como Votorantim Cimentos (1999 – 2002) e Vale S.A. (2002 – 2015), tem trabalhado em modelagem matemática de equipamentos de cominuição, algoritmos para escalonamentos de espessadores e de equipamentos de cominuição. Professor adjunto lotado no DEMIN e cadastrado como participante externo no PPGEM.
|
![plataforma-lattes-logo.jpg](data:image/jpeg;base64,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) |