blogs

  • Physics-Informed Neural Networks: Intro

    Code for a few simple examples is available in a colab notebook on my GitHub, and may be updated over time.  The Evolution of Physics-Informed Learning: Literature Review Deep learning has impacted many fields with its ability to find patterns in massive datasets. However, when it comes to modeling complex…

  • How I Learn (and How You Might, Too)

    Over the years, many people have asked me about my approach to learning. After more than two decades of continuous learning and over a decade of teaching experience, I paused to take a closer look at the strategies I rely on to learn efficiently. In another post, I shared my…

  • Projects to real-world change

    In the past decade, I’ve been trying to build, create, and improve. Here are a few takeaway messages I’ve learned for advancing projects. Compounding effect Focus on projects that genuinely interest you and that you enjoy. While it can be effective to aim for a specific goal with your projects,…

  • Shortcomings of learning online

    There are tons of incredible educational content available on platforms like YouTube, Coursera, and more. Today, it’s common for many of us to turn to online resources when we want to learn something new. We often may try to consume maximum amount of information in the shortest period possible. But…

  • Assistive devices

    Most developments on wearables have been focused on rehabilitation devices [1,2], addressing effects of impairments that can potentially be reduced with time and training. Another branch of developments focused on assistive devices for individuals where full recovery is not likely, e.g., stroke survivors after reaching the recovery plateau [3] or…