IMMPACTLABORATORY · VIRGINIA TECH
TEACHING & OUTREACH

Learning that
travels further.

Courses, research talks, and open resources for the next generation of engineers.

IN THE CLASSROOM

Courses

VIRGINIA TECH / UNDERGRADUATE

AOE 2024: Thin-walled Structure

Undergraduate core course. Course materials are available to enrolled students on Canvas.

NORTHWESTERN / GRADUATE

Mechanistic Computational Intelligence

A graduate-level course connecting computational methods and scientific machine learning.

Read the open textbook ↗
OPEN SCIENCE

Research talks

Interpolating neural networks

Prof. Saha’s introduction to INN and current research, presented to the CRUNCH group at Brown University.

Open video ↗

Mechanistic deep learning for additive manufacturing

Research presented at MMLDT-CSET 2021 and WCCM-ECCOMAS 2020.

Open video ↗

NIST AM Benchmark Challenge 2022

A summary of the group’s award-winning benchmark work.

Open video ↗
BEYOND THE CLASSROOM

Open learning resources

Mechanistic data science for high school students

Summer course materials co-designed for advanced high school students in Evanston, Illinois.

Explore resource ↗

Introductory mechanics at BUET

Mechanics materials developed for undergraduate electrical engineering and computer science students.

Explore resource ↗

2-point correlation and microstructure

Open code for microstructure characterization and reconstruction using simulated annealing.

Explore resource ↗