Alexandre Marques work email
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Alexandre Marques personal email
I am a scientist specialized in the development of numerical models and computational algorithms. I am currently working with the Machine Learning team of Neural Magic to develop state-of-the-art DNN sparsification techniques and inference performance. Before diving into the world of artificial intelligence (AI), I dedicated several years to Aeroespace Engineering, where I developed many of the skills I use today. My experience includes:- Developing a multi-fidelity active learning algorithm for locating limit states. This algorithm accelerates the computation of stability boundaries, failure probabilities, and classification- Using machine learning to create data-driven models of boundary layer dynamics- Collaborating in the development of large scale CFD solvers- Developing processes for analysis of fluid-structure interaction using high-fidelity CFD- Computing the aeroelastic effects on the aerodynamic databank of the 190E2 jet- Developing an immersed method that can solve flows over complex / moving boundaries with simple computational grids
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Principal EngineerRed HatSomerville, Ma, Us
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Manager Of Machine Learning ResearchNeural Magic Mar 2023 - PresentSomerville, Massachusetts, Us -
Machine Learning Research Team LeadNeural Magic Feb 2022 - Mar 2023Somerville, Massachusetts, Us
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Principal Ai/Dnn EngineerMaxlinear (Previously Nanosemi, Inc.) Sep 2020 - Feb 2022Leading the development of innovative technologies that increase DNN performance without sacrificing accuracy.
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Member Of Technical StaffMaxlinear (Previously Nanosemi, Inc.) Sep 2019 - Sep 2020
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Postdoctoral AssociateMassachusetts Institute Of Technology (Mit) Apr 2015 - Jul 2019Cambridge, Ma, UsPostdoctoral Associate at the Aerospace Computational Design Laboratory - ACDL - at the Department of Aeronautics and Astronautics.PI: Karen Willcox Feb. 2017 – present- Collaborating in a multi-institution project to create reduced-order models of liquid-fuel rocket engines- Developed a multi-fidelity sequential learning algorithm for locating limit states. This algorithm accelerates the computation of stability boundaries, failure probabilities, and classification- Created parametric reduced-order models of rocket engines- Computed multi-fidelity estimates of low-probability events for turbulent flowsPI: Qiqi Wang Sep. 2017 - Jun. 2018- Collaborated in a multi-institution effort to make large-eddy simulation feasible for realistic large-scale applications- Created the first comprehensive database of three-dimensional laminar boundary layer flow solutionsPIs: Qiqi Wang and Youssef Marzouk Apr. 2015 – Jan. 2017- Developed a probabilistic data-driven model of the boundary layer in the laminar and incompressible regime- Created Xfoil-IQ, a stochastic version of Xfoil with model inadequacy quantification. Xfoil-IQ can generate quick aerodynamic performance estimates of airfoils including confidence levels -
LecturerMassachusetts Institute Of Technology (Mit) Sep 2016 - Dec 2016Cambridge, Ma, UsCourse 16.66 - MATLAB Skills for Aeronautics and Astronautics- Subject evaluation by students: 6.0/7.0- Prepared and taught weekly two-hour lectures- Prepared and corrected weekly problem sets- Held twice weekly office hour sessions- Organized a hands-on Simulink workshop led by a representative from Mathworks
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Visiting Scholar At The Center For Turbulence ResearchStanford University Jul 2016 - Jul 2016Stanford, Ca, UsParticipated in the 2016 Summer Program of the Center for Turbulence Research. Worked on the project "Towards Real-Time High-Fidelity Simulation using Integral Boundary Layer modeling." -
Product Development Engineer - R&D DivisionEmbraer Apr 2012 - Mar 2015São José Dos Campos, Sp, Br- Developed processes for analysis of fluid-structure interaction based on high-fidelity CFD- Computed the aeroelastic effects on the aerodynamic databank of the 190E2 jet- Collaborated in planning a wind-tunnel experiment to validate numerical tools for aeroelastic analysis- Performed CFD analysis in aeronautical applications- Reviewed of a commercial code for high-fidelity aeroelastic analysis -
ConsultantDepartamento De Ciência E Tecnologia Aeroespacial Feb 2007 - Jul 2007Br- Collaborated in the development of a CFD code for the Brazilian Navy
Alexandre Marques Skills
Alexandre Marques Education Details
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Massachusetts Institute Of TechnologyAeronautics And Astronautics -
Instituto Tecnológico De Aeronáutica - ItaAeronautic Engineering
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Instituto Tecnológico De Aeronáutica - ItaAeronautic Engineering
Frequently Asked Questions about Alexandre Marques
What company does Alexandre Marques work for?
Alexandre Marques works for Red Hat
What is Alexandre Marques's role at the current company?
Alexandre Marques's current role is Principal Engineer.
What is Alexandre Marques's email address?
Alexandre Marques's email address is no****@****mit.edu
What schools did Alexandre Marques attend?
Alexandre Marques attended Massachusetts Institute Of Technology, Instituto Tecnológico De Aeronáutica - Ita, Instituto Tecnológico De Aeronáutica - Ita.
What are some of Alexandre Marques's interests?
Alexandre Marques has interest in Aerodynamics, Aviation, Optimization, Politics, Education, Science And Technology, Cfd, Numerical Analysis, Aeroelasticity.
What skills is Alexandre Marques known for?
Alexandre Marques has skills like Aerodynamics, Cfd, Aeronautics, Engineering, Aeroelasticity, Fortran, Fluid Dynamics, Mathematical Modeling, Programming, Aerospace, Simulations, Finite Element Analysis.
Who are Alexandre Marques's colleagues?
Alexandre Marques's colleagues are Mohammed Sameer, Anuj Borah, Petr Oroš, Cunha Lopes, Joel Savitz, Rianor Max Argolo, Neha Korrapati.
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