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Markus J. Buehler's picture

MIT Short Course: Machine Learning for Materials Informatics (Jul 29 - Aug 2, 2024)

Dera iMechanica Community,

Below is information about a short course I will be offering at MIT this summer, in Live Virtual format: Machine Learning for Materials Informatics (Jul 29 - Aug 2, 2024).  This is an exciting opportunity that will cover fundamentals and applications in the emerging space of AI/ML for engineering, featuring hands-on interactive code development in Jupyter notebooks. We'll do a deep dive into all critical tools from autoencoders to graph neural nets to multimodal LLMs and multi-agent modeling. Please reach out to me if you have any questions.

Markus J. Buehler's picture

MIT Short Course: Predictive Multiscale Materials Design, June 12-16, 2023

TL;DR: Back on MIT campus, in person, with technical lectures, group work, interactive labs and clinics, networking sessions, and participant talks! Materials design has endless applications in countless industries, and its impact is growing especially at the nexus of creating more sustainable, functional and efficient materials platforms. MIT Predictive Multiscale Materials Design short course will be held during the week of June 12-16, 2023, at MIT. Participants will earn an official MIT certificate.  

Markus J. Buehler's picture

MIT Short Course: Machine Learning for Materials Informatics (Live Virtual, Sept. 26-29, 2022)

In this course you will fully learn how to incorporate new materials informatics methods into your own material modeling, analysis and design processes in order to capitalize on recent AI breakthroughs, such as language models (e.g. GPT-3, BERT, LaMDA, etc.), DNA and protein models (e.g., AlphaFold), graph neural networks applied from molecular to macroscale structures, and a host of methods adapted for computer vision including diffusion models (as used in DALL-E 2 or Imagen), specifically for the analysis, design and modeling of materials. The course involves a mix of lectures, hands-on labs and clinics for an immersive experience. Participants will learn fundamentals and techniques to deploy machine learning in materials development and gain first-hand understanding of state-of-the art tools for varied applications ranging from data mining to inverse design. We will cover scales from the molecular to the continuum.

Mike Prime's picture

Residual short course at SEM conference

We will be teaching a short course on residual stress on June 12, 2022 at the SEM Experimental Mechanics conference in Pittsburgh. 

See below and https://sem.org/annual (under PROGRAMS/COURSES) for details.

Residual stress short courses don't happen too often. The course should be appropriate for students, industrialists, and researchers. Hope you can make it. The proceeds all benefit SEM.

 

Residual Stress 101

Markus J. Buehler's picture

MIT Short Course Multiscale Materials Design 2018

 

I’ll again offer the Multiscale Materials Design short course at MIT this summer, June 11-15, 2018. Registration is now open at http://professional.mit.edu/programs/short-programs/multiscale-materials-design. Participants will receive an MIT certificate following the one-week course.  I have a limited number of fellowships available for postdocs and graduate students, please email me if you are interested (mbuehler@MIT.EDU).

Angelo Simone's picture

Short Course on Enriched Finite Element Methods at WCCM in NY

We'd like to announce an upcoming short course in Enriched Finite Element Methods at the 13th World Congress in Computational Mechanics (http://www.wccm2018.org/). The course will be held on Sunday 22nd July at the New York Marriott Marquis hotel.

More information can be found on the flyer and at the course page.

CISM Short Course on Structure-Preserving Integrators

I would like to bring to your attention the CISM course "Structure-Preserving Integrators in Nonlinear Structural Dynamics and Flexible Multibody Dynamics", which is going to take place in Udine, Italy, October 7-11, 2013.

http://www.cism.it/courses/C1314/

tadmor's picture

Multiscale Short Course in Aachen in August 2012

Dear Colleague:


An intensive 4-day short course on the fundamentals of continuum, atomistic and multiscale modeling of materials will be held at AICES in Aachen, Germany during August 14-17, 2012. The course will be taught by Profs. Ellad Tadmor and Ronald Miller. Please see the attached flyer for more information.


Enrollment is limited so early registration is recommended. To register, visit http://www.modelingmaterials.org/short-courses

Markus J. Buehler's picture

NSF Summer Institute Short Course on Materiomics @ MIT -- May 30-June 1, 2012

NSF Summer Institute Short Course on Materiomics—Merging Biology and Engineering in Multiscale Structures and Materials

Location: Massachusetts Institute of Technology, LeMeridien Hotel (former Hotel@MIT)
Chair: Markus J. Buehler, Massachusetts Institute of Technology (mbuehler@MIT.EDU
Dates: May 30 (Wednesday) morning to June 1 (Friday) evening, 2012

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