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Binbin Lin Email & Phone Number

R and D - Simulation and Data Scientist at Freudenberg Group
Location: Frankfurt Rhine-Main Metropolitan Area, Germany 8 work roles 4 schools
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Current company
Role
R and D - Simulation and Data Scientist
Location
Frankfurt Rhine-Main Metropolitan Area, Germany
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Who is Binbin Lin? Overview

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Binbin Lin is listed as R and D - Simulation and Data Scientist at Freudenberg Group, a with 22270 employees, based in Frankfurt Rhine-Main Metropolitan Area, Germany. AeroLeads shows a matched LinkedIn profile for Binbin Lin.

Binbin Lin previously worked as R&D - Simulation Engineer | Machine Learning Scientist at Freudenberg Group and Co-Founder at Da-Adventures. Binbin Lin holds Dr.-Ing., Computational Material Science And Mechanics, Summa Cum Laude from Technische Universität Darmstadt.

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Freudenberg Group

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Profile bio

About Binbin Lin

Data enthusiast with a Ph.D. in Computational Materials Science and Applied Mechanics from the Technical University of Darmstadt, Germany, with a proven track record of application/development of machine learning techniques in general engineering, materials science, and mechanics research and development. Snowboarding coach, event guide in my spare time :)

Listed skills include Starccm+, Simulationen, Kundenberatung, Matlab, and 15 others.

Current workplace

Binbin Lin's current company

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Freudenberg Group
Freudenberg Group
R and D - Simulation and Data Scientist
Germany
Website
Employees
22270
AeroLeads page
8 roles

Binbin Lin work experience

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R&D - Simulation Engineer | Machine Learning Scientist

Wolfratshausen, Bayern, Deutschland

I work on different topics within rotary sealing systems with focus on: - Design, numerical calculation, physical simulation and optimization of mechanical systems under high speed, temperature, complex fluid environments. - Data analysis, tool and dashboards development for design evaluation- Development of machine learning models for system characterisation and performance forecasting My interest lies in cutting-edge AI technology that advances research and development in general engineering fields.

Co-Founder

Da-Adventures

Darmstadt, Hessen, Deutschland

- Management of a student sport club offering adventurous sport activities and co-living, exchange experience - Marketing on WeChat and other social media - Tour planing and guiding, coaching in snowboarding 好山好水可以好不无聊,让我们带你一起走遍不一样的德国!拉近在德国热爱户外运动小伙伴的距离,推广和体验新兴的户外运动。组织户外出行旅游,给大家一个新鲜的户外体验认识朋友的平台!微信公众号Wechat: DA-Adventures网页: https://linbinbin.wixsite.com/daad

Doctoral Researcher & Postdoc

Darmstadt, Hessen, Deutschland

I am interested in the application of machine learning to material mechanics and engineering, exploring how ML techniques can elevate the study and research to tailor and design functional materials. I have worked on several projects from a computational perspective, across various material systems (Functional papers, Dual-Phase steels, SiOC ceramics, V2O5 cathode materials for Lithium Ion Batteries). Skilled in:- FEM simulation workflows (Mechanical, thermal, electro-chemical)- Physics-based simulation data generation, analysis, and workflow automation - Machine learning for microstructure- functional property -relations (Shallow and Deep learning)- Algorithm development for image analysis, object segmentation, and correlation analysis- Microstructure, surrogate model-based shape optimization- Programming & scripting, tool development for simulation pre- and postprocessing. - Thesis supervision (4 Master thesis, 4 Research labs)- Lab course supervision ( Micromechanics, Machine learning for material scientists)- Co-supervision of 2 PhD-students - Funding Proposal writing (ca. 500k€) Publications: Google-Scholar: https://scholar.google.com/citations?hl=de&user=-avyAMQAAAAJOrcid: https://orcid.org/0000-0002-7013-283XResearchGate: https://www.researchgate.net/profile/Binbin-Lin-3

Sep 2018 - Sep 2023

Graduate Research Assistant

Institut Für Statik Und Konstruktion Tu Darmstadt

Darmstadt Und Umgebung, Deutschland

This research assistant position brought me to a deeper understanding in the modelling of hyperelastic material from a micromechanical point of view. Void nucleation, porosity, damage behaviour under mechanical loading were further analytically studied, and implemented using software MAPLE.

May 2017 - Apr 2018

Graduate Research Assistant

Fraunhofer-Institut Für Betriebsfestigkeit Und Systemzuverlässigkeit Lbf

Darmstadt Und Umgebung, Deutschland

During the research stay at LBF, I performed a series of mechanical modeling and simulation tests with a focus on nonlinear viscous, hyperelastic, thermal properties of polymer materials such as rubber using ABAQUS and have researched common damage parameters within the structural durability context.

May 2017 - Oct 2017

Research Assistant

Ptw Tu Darmstadt

Darmstadt

During this research period as a graduate student, I supported my supervisor with experimental modal analysis via laser vibrometer of a T-shaped profile steel specimen and carried out the corresponding FEM simulation using commercial software as ABAQUS and ANSYS. The FE-simulation model was further extended by customized MATLAB codes.

Jun 2016 - Mar 2017

Graduate Research And Teaching Assistant

Institut Für Werkstoffmechanik Tu Darmstadt

Darmstadt Und Umgebung, Deutschland

Throughout the time as a teaching assistant, I have always enjoyed helping undergraduate students to understand the material mechanics and prepared them for exams.

Nov 2014 - Sep 2016
Team & coworkers

Colleagues at Freudenberg Group

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4 education records

Binbin Lin education

Master Of Science - Ms, Mechanik, Sehr Gut

After graduation in Mechanics with M. Sc., I have developed advanced knowledge in the following areas, but not limited to: - Numerical.

Bachelor Of Science - Bs, Angewandte Mechanik, Gut

Major in - Structural Mechanics - Mechanics of Light Weight Construction - Structure Optimization - Continuum Mechanics and basic.

FAQ

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What company does Binbin Lin work for?

Binbin Lin works for Freudenberg Group.

What is Binbin Lin's role at Freudenberg Group?

Binbin Lin is listed as R and D - Simulation and Data Scientist at Freudenberg Group.

Where is Binbin Lin based?

Binbin Lin is based in Frankfurt Rhine-Main Metropolitan Area, Germany while working with Freudenberg Group.

What companies has Binbin Lin worked for?

Binbin Lin has worked for Freudenberg Group, Da-Adventures, Technische Universität Darmstadt, Institut Für Statik Und Konstruktion Tu Darmstadt, and Fraunhofer-Institut Für Betriebsfestigkeit Und Systemzuverlässigkeit Lbf.

Who are Binbin Lin's colleagues at Freudenberg Group?

Binbin Lin's colleagues at Freudenberg Group include Bernd Pfisterer, Uzair Holdman, Nora Parapugna, Rainer Joest, and Harald Schmitt.

How can I contact Binbin Lin?

You can use AeroLeads to view verified contact signals for Binbin Lin at Freudenberg Group, including work email, phone, and LinkedIn data when available.

What schools did Binbin Lin attend?

Binbin Lin holds Dr.-Ing., Computational Material Science And Mechanics, Summa Cum Laude from Technische Universität Darmstadt.

What skills is Binbin Lin known for?

Binbin Lin is listed with skills including Starccm+, Simulationen, Kundenberatung, Matlab, Nx, Chinese, English, and Abaqus.

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