In this episode of Simply Science, we explore a fascinating new approach to machine learning inspired by how our brain works. Imagine using a system of elements that can switch between two states, like light switches being on or off. These elements are influenced by random noise, just like neurons firing unpredictably. Instead of relying on exact values, this system stores information in patterns of probabilities.

The researchers show how this method can solve the XOR problem, which is important for creating complex machine-learning systems. Their findings suggest this approach could be useful for applications that need to be both energy-efficient and resilient to noise.

If you're interested in learning more about this cutting-edge research, please send us an article at maxpsandiego@gmail.com!

In this episode of Simply Science, we dive into the fascinating (and often misunderstood) world of home cooling techniques. Ever thought about opening your refrigerator to cool off your house? Spoiler alert: It doesn’t work! We explain simple physics demonstrations, like rubber bands and a Peltier device, to show why this technique is a no-go.

We also take a closer look at electric fans. While they feel great on a hot day, Allain explains why fans actually raise the room's temperature slightly due to the motor’s heat output. It’s a surprising revelation that might make you think twice about cranking up the fan to beat the heat.

Tune in for a fun, myth-busting episode where physics meets everyday life, and learn why your best bet to stay cool might be a bit different than you think!

In this episode of Simply Science, we’re diving into a new twist on artificial intelligence that’s shaking up the world of physics and engineering! While neural networks are famous for powering self-driving cars and understanding our cat memes, there’s a lesser-known frontier where they’re doing something pretty wild: solving equations!

Join us as we explore the fascinating world of Physics-Informed Neural Networks, or PINNs for short. These clever networks don’t just crunch data; they follow the laws of physics to solve complex equations called partial differential equations (PDEs).

Whether you're a physics fan, a math enthusiast, or just curious about the next frontier for AI, this episode is packed with fun facts and groundbreaking ideas. Tune in to see how PINNs are reshaping science one equation at a time!