Felix Köhler
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Felix Köhler Email & Phone Number

🤖 Machine Learning & 🌊 Simulation at Pasteur Labs & ISI
Location: Greater Munich Metropolitan Area, Germany 9 work roles 4 schools
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Current company
Role
🤖 Machine Learning & 🌊 Simulation
Location
Greater Munich Metropolitan Area, Germany

Who is Felix Köhler? Overview

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Felix Köhler is listed as 🤖 Machine Learning & 🌊 Simulation at Pasteur Labs & ISI, based in Greater Munich Metropolitan Area, Germany. AeroLeads shows a matched LinkedIn profile for Felix Köhler.

Felix Köhler previously worked as Simulation Intelligence Advocate at Pasteur Labs & Isi and PHD Student at Technical University Of Munich. Felix Köhler holds Master Of Science - Ms, Computational Science And Engineering, 1.2 (Final Gpa) Out Of A Scale From 1.0 (Best) To 4.0 from Technical University Munich.

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Pasteur Labs & ISI

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About Felix Köhler

I am a PhD student in the group of Prof. Thuerey at TU Munich. https://ge.in.tum.de/

Listed skills include C++, Continuum Mechanics, Fem Analysis, Python, and 9 others.

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Pasteur Labs & ISI
Pasteur Labs & Isi
🤖 Machine Learning & 🌊 Simulation
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9 roles

Felix Köhler work experience

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Simulation Intelligence Advocate

Current

I am supported by Pasteur Labs & Institute of Simulation Intelligence to produce freely available educational resources on advanced mathematical topics on my YouTube channel: https://www.youtube.com/@MachineLearningSimulation

Mar 2023 - Present

Phd Student

Current

Greater Munich Metropolitan Area

Research on machine learning (in particular deep learning) for physical simulations (like fluid and solid mechanics), adjoint methods and automatic differentiation, inverse problems as well as optimization algorithms.I am supervised by Nils Thuerey, https://ge.in.tum.de/

Sep 2022 - Present

Master Thesis Student - Scientific Machine Learning

Munich, Bavaria, Germany

Machine Learning accelerated Computational Fluid Dynamics by learning Local Correction Models using the Adjoint Method.I was supervised by Dr. Dirk Hartmann (Siemens) and Prof. Thomas Richter (OVGU Magdeburg).

Oct 2021 - Mar 2022

Working Student In Simulation & Machine Learning

Munich, Bavaria

- Usage of Machine Learning to create explicit Model-Predictive Controller Rules out of sampled trajectories- Gained insight into sklearn and gplearn library- Parallelization of Large Machine Learning Tasks using Dask on a Linux cluster

Mar 2020 - Sep 2021

Research Engineer

Munich Area, Germany

- Simulation of Magnetic Levitation and Propulsion using ANSYS Maxwell- Multi-Physics Simulation Coupling in an Multi-Disciplinary Optimization using openMDAO- Usage of the Leibniz Compute Center (LRZ) for High Performance Computing

Nov 2019 - Jun 2020

Web Developer For A Mathematical Visualization Web Application

As an aid for the lectures and teaching in engineering mathematics I conceptualized and developed a web application for interactive exploration of mathematical ideas. Therefore, I used the Python libraries Bokeh and Flask in combination with an Apache server under a Linux environment.

Oct 2018 - Sep 2019

Teaching Assistant

- Higher Engineering Mathematics (vector and tensor analysis, linear algebra, analytical treatment of ordinary and partial differential equations)- Thermodynamics- Heat Transfer

Oct 2016 - Sep 2018

Simulation Engineer Intern

Braunschweig

Software Engineering for the in-house topology optimization suite:- C++ extension of the heuristic based optimization approach by response function sensitivities based on a binary material model- Gained experience in CAE and CAD software: ANSA, Metapost, Hypermesh, Optistruct, Abaqus- Shell and Python Scripting- Usage of the Volkswagen HPC Cluster in Wolfsburg

Oct 2018 - Mar 2019

Basic Internship

Meiningen

Mandatory preparation for my studies in mechanical engineering.

Jun 2015 - Sep 2015
4 education records

Felix Köhler education

Master Of Science - Ms, Computational Science And Engineering, 1.2 (Final Gpa) Out Of A Scale From 1.0 (Best) To 4.0

Activities and Societies: Membership at TUMHyperloop: - Nov 2019 - May 2020 Research Engineer - May 2020 - Apr 2021 Advisor.

Exchange, Machine Learning, A (Final Gpa) Out Of A Scale From A (Best) To E

Relevant course work: Visualization, Machine Learning, Probabilistic Machine Learning, Non-Linear FEM [all course work was fully.

Bachelor Of Science, General Mechanical Engineering, 1.1 (Final Gpa) Out Of A Scale From 1.0 (Best) To 4.0

Relevant course work: Finite Element Method, Continuum Mechanics, Tensor-Analysis, Partial Differential Equations, Structural and Fluid.

Abitur, 1.0 (Final Gpa) Out Of A Scale From 1.0 (Best) To 4.0

Henfling-Gymnasium Meiningen

Activities and Societies: In my last year, I had a leading role for a job fair organized only by students.

FAQ

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What company does Felix Köhler work for?

Felix Köhler works for Pasteur Labs & ISI.

What is Felix Köhler's role at Pasteur Labs & ISI?

Felix Köhler is listed as 🤖 Machine Learning & 🌊 Simulation at Pasteur Labs & ISI.

Where is Felix Köhler based?

Felix Köhler is based in Greater Munich Metropolitan Area, Germany while working with Pasteur Labs & ISI.

What companies has Felix Köhler worked for?

Felix Köhler has worked for Pasteur Labs & Isi, Technical University Of Munich, Siemens, Tum Hyperloop, and Technical University Of Braunschweig.

How can I contact Felix Köhler?

You can use AeroLeads to view verified contact signals for Felix Köhler at Pasteur Labs & ISI, including work email, phone, and LinkedIn data when available.

What schools did Felix Köhler attend?

Felix Köhler holds Master Of Science - Ms, Computational Science And Engineering, 1.2 (Final Gpa) Out Of A Scale From 1.0 (Best) To 4.0 from Technical University Munich.

What skills is Felix Köhler known for?

Felix Köhler is listed with skills including C++, Continuum Mechanics, Fem Analysis, Python, Linux, Topology Optimization, Latex, and Microsoft Office.

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