Alexandre Marques Email & Phone Number
@neuralmagic.com
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Who is Alexandre Marques? Overview
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Alexandre Marques is listed as Engineering Manager at Red Hat, a with 19595 employees, based in Somerville, Massachusetts, United States. AeroLeads shows a work email signal at neuralmagic.com and a matched LinkedIn profile for Alexandre Marques.
Alexandre Marques previously worked as Principal Engineer at Red Hat and Manager of Machine Learning Research at Neural Magic. Alexandre Marques holds Phd, Aeronautics And Astronautics from Massachusetts Institute Of Technology.
Email format at Red Hat
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About Alexandre Marques
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
Listed skills include Aerodynamics, Cfd, Aeronautics, Engineering, and 44 others.
Alexandre Marques's current company
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Alexandre Marques work experience
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Principal Engineer
Manager Of Machine Learning Research
Machine Learning Research Team Lead
Principal Ai/Dnn Engineer
Leading the development of innovative technologies that increase DNN performance without sacrificing accuracy.
Member Of Technical Staff
Postdoctoral Associate
Postdoctoral 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
Lecturer
Course 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
Visiting Scholar At The Center For Turbulence Research
Participated 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 Division
- 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
Consultant
- Collaborated in the development of a CFD code for the Brazilian Navy
Colleagues at Red Hat
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Raju Shinde
Colleague at Red HatNagpur, Maharashtra, India
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Osman Lira Junior
Colleague at Red HatFederal District, Brazil
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JG
Jeffrey Goldman
Colleague at Red HatLake Mary, Florida, United States
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Kirsty Knowles
Colleague at Red HatToronto, Ontario, Canada
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JO
Jill Orofino
Colleague at Red HatGreater Boston, United States
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Ming Lei
Colleague at Red HatChina
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KM
Kate Morgan
Colleague at Red HatRaleigh-Durham-Chapel Hill Area, United States
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JC
Jonathon Cox
Colleague at Red HatDenver Metropolitan Area, United States
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GB
Glenn Baker
Colleague at Red HatWestford, Massachusetts, United States
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VC
Věra Cholasta
Colleague at Red HatSouth Moravia, Czechia, Czech Republic
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Alexandre Marques education
Phd, Aeronautics And Astronautics
Master Of Science, Aeronautic Engineering
Bachelor Of Science, Aeronautic Engineering
Frequently asked questions about Alexandre Marques
Quick answers generated from the profile data available on this page.
What company does Alexandre Marques work for?
Alexandre Marques works for Red Hat.
What is Alexandre Marques's role at Red Hat?
Alexandre Marques is listed as Engineering Manager at Red Hat.
What is Alexandre Marques's email address?
AeroLeads has found 1 work email signal at @neuralmagic.com for Alexandre Marques at Red Hat.
Where is Alexandre Marques based?
Alexandre Marques is based in Somerville, Massachusetts, United States while working with Red Hat.
What companies has Alexandre Marques worked for?
Alexandre Marques has worked for Red Hat, Neural Magic, Maxlinear (Previously Nanosemi, Inc.), Massachusetts Institute Of Technology (Mit), and Stanford University.
Who are Alexandre Marques's colleagues at Red Hat?
Alexandre Marques's colleagues at Red Hat include Raju Shinde, Osman Lira Junior, Jeffrey Goldman, Kirsty Knowles, and Jill Orofino.
How can I contact Alexandre Marques?
You can use AeroLeads to view verified contact signals for Alexandre Marques at Red Hat, including work email, phone, and LinkedIn data when available.
What schools did Alexandre Marques attend?
Alexandre Marques holds Phd, Aeronautics And Astronautics from Massachusetts Institute Of Technology.
What skills is Alexandre Marques known for?
Alexandre Marques is listed with skills including Aerodynamics, Cfd, Aeronautics, Engineering, Aeroelasticity, Fortran, Fluid Dynamics, and Mathematical Modeling.
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