Internship -AI SIMULIA R&D- Spring 2024

United States, RI, Johnston
Internship
11/27/2023
536621

Team Introduction and Overview

The intern will work in the general area of developing data-driven machine learning algorithms. Focus will be placed on neural networks algorithms trained from data collected from physics-based traditional methods such as finite elements or finite volumes. The intern will collaborate on several research initiatives geared towards creating 3D Surrogate models for industrial applications that learn from physics-based results from real industrial geometries/applications. 

Role Description and Responsibilities

The intern will assess the predictiveness and computational effectiveness of the machine learning methods as compared to traditional physics based simulations. Work includes but is not limited to applications in durability, safety, life science, and manufacturing.  The intern will work with machine learning developers to assess and improve the accuracy and efficiency of developed methods for realistic applications.

  • Prepare data, train, validates, test against available data by running machine learning trainings and inferences.
  • Code using Python (or C++) for Machine Learning prototypes for 3D Surrogates. 
  • Documents the work performed via PowerPoint presentations and produces one final report that could result in publication (conference/journal).
  • Participate in team meetings.

Qualifications

  • Actively enrolled in a Master’s or PhD program at a college or university for the duration of the internship.
  • Knowledge of different deep learning/neural network algorithms and FEA modeling and analysis methodologies/technologies.
  • Coding experience in Python or C++. Coding experience using Pytorch, Tensorflow or JAX is a plus.
  • Experience with geometric deep learning algorithms is an additional plus.
  • Takes direction and guidance from others, adopts and develops best practices and navigates around obstacles creatively.
  • Highly motivated, able to shift directions quickly when priorities change.
  • Exhibits strong organizational skills and detail orientation.
  • Proficiency in Microsoft Office products - Word, Excel, PowerPoint and Outlook.
  • Fluency in English, both verbally and in writing.
  • Strong mathematical skills and a strong continuum mechanics foundation.
  • Ability to work independently and/or within a collaborative team structure.

The internship, offering a hybrid work schedule, will commence in March 2024 or later and may last for a period of up to six months

Diversity statement

As a game-changer in sustainable technology and innovation, Dassault Systèmes is striving to build more inclusive and diverse teams across the globe. We believe that our people are our number one asset and we want all employees to feel empowered to bring their whole selves to work every day. It is our goal that our people feel a sense of pride and a passion for belonging. As a company leading change, it’s our responsibility to foster opportunities for all people to participate in a harmonized Workforce of the Future.

Equal opportunity

In order to provide equal employment and advancement opportunities to all individuals, employment decisions at 3DS are based on merit, qualifications and abilities. 3DS is committed to a policy of non-discrimination and equal opportunity for all employees and qualified applicants without regard to race, color, religion, gender, sex (including pregnancy, childbirth or medical or common conditions related to pregnancy or childbirth), sexual orientation, gender identity, gender expression, marital status, familial status, national origin, ancestry, age (40 and above), disability, veteran status, military service, application for military service, genetic information, receipt of free medical care, or any other characteristic protected under applicable law. 3DS will make reasonable accommodations for qualified individuals with known disabilities, in accordance with applicable law.
Dassault Systèmes Logo > Dassault Systèmes

Join Dassault Systèmes, The 3DEXPERIENCE Company Everything becomes possible with Dassault Systèmes’ 3DEXPERIENCE virtual universes! Serving 230,000 customers in 11 industries, from high-tech to life sciences, fashion to transportation, we help businesses and people around the world to create sustainable innovations for today and tomorrow. Get on board a leading and fast-growing company of 20,000 talented professionals.