All Categories (1-9 of 9)

1. GPU Implementation of MXMNet

   01 Jun 2022 | Contributor(s):: Juan Carlos Verduzco Gastelum, Alejandro Strachan

   GPU Implementation of MXMNet

2. 

   Mayank Agrawal

   https://nanohub.org/members/354771

3. A Hands-on Introduction to Physics-Informed Neural Networks

   16 Jun 2021 | | Contributor(s):: Ilias Bilionis, Atharva Hans

   Can you make a neural network satisfy a physical law? There are two main types of these laws: symmetries and ordinary/partial differential equations. I will focus on differential equations in this short presentation. The simplest way to bake information about a differential equation with neural...

4. A Hands-on Introduction to Physics-Informed Neural Networks

   21 May 2021 | | Contributor(s):: Atharva Hans, Ilias Bilionis

   A Hands-on Introduction to Physics-Informed Neural Networks

5. 

   Evren Toptop

   https://nanohub.org/members/303331

6. Parsimonious neural networks

   09 Jul 2020 | | Contributor(s):: Saaketh Desai, Alejandro Strachan

   Design and train neural networks in conjunction with genetic algorithms to discover equations directly from data

7. Parsimonious Neural Networks Learn Classical Mechanics and Can Teach It

   15 May 2020 | | Contributor(s):: Saaketh Desai, Alejandro Strachan

   We combine neural networks with genetic algorithms to find parsimonious models that describe the time evolution of a point particle subjected to an external potential. The genetic algorithm is designed to find the simplest, most interpretable network compatible with the training data. The...

8. ECE 695E: An Introduction to Data Analysis, Design of Experiment, and Machine Learning

   07 Jan 2019 | | Contributor(s):: Muhammad A. Alam

   This course will provide the conceptual foundation so that a student can use modern statistical concepts and tools to analyze data generated by experiments or numerical simulation.

9. 

   Abdelaali Fargi

   Abdelaali Fargi received his PhD in Physics of Semiconductor Devices and Electronics from Faculty of Sciences of Monastir (Tunisia) in 2016, the Master of Science Degree in Materials Science and...

   https://nanohub.org/members/56303