Physics-Based Engineering and the Machine-Learning “Black Box” Problem
In MIT 2.C161, George Barbastathis demonstrates how mechanical engineers can use their knowledge of physical systems to keep algorithms in check and develop more accurate…
In MIT 2.C161, George Barbastathis demonstrates how mechanical engineers can use their knowledge of physical systems to keep algorithms in check and develop more accurate…
What Is Machine Learning? Machine learning is the process of using computers to detect patterns in massive datasets and then make predictions based on what…
What Is Artificial Intelligence? Artificial Intelligence (AI) simply means intelligence in machines, in contrast to natural intelligence found in humans and other natural organisms. Artificial…
AI machine learning presents a roadmap to define new materials for any need, with implications in green energy and waste reduction. Scientists and institutions dedicate…
Technologies that take advantage of novel quantum mechanical behaviors are likely to become commonplace in the near future. These may include devices that use quantum…
The new machine-learning system can generate a 3D scene from an image about 15,000 times faster than other methods. Humans are pretty good at looking…
Taking Some of the Guesswork Out of Drug Discovery A deep learning model rapidly predicts the 3D shapes of drug-like molecules, which could accelerate the…
Method combines quantum mechanics with machine learning to accurately predict oxide reactions at high temperatures when no experimental data is available; could be used to…
The system could help physicians select the least risky treatments in urgent situations, such as treating sepsis. Sepsis claims the lives of nearly 270,000 people…
A new “common-sense” approach to computer vision enables artificial intelligence that interprets scenes more accurately than other systems do. Computer vision systems sometimes make inferences…
A novel artificial intelligence score provides a more accurate forecast of the likelihood of patients with suspected or known coronary artery disease dying within 10…
A team of researchers from TU Delft managed to design one of the world’s most precise microchip sensors; the device can function at room temperature…
A new machine-learning model could enable robots to understand interactions in the world in the way humans do. When humans look at a scene, they…
Scientists have added a whopping 301 newly confirmed exoplanets to the total exoplanet tally. Scientists recently added a whopping 301 newly validated exoplanets to the…
A new machine-learning system helps robots understand and perform certain social interactions. Robots can deliver food on a college campus and hit a hole-in-one on…
Ballyhooed artificial-intelligence technique known as “deep learning” revives 70-year-old idea. In the past 10 years, the best-performing artificial-intelligence systems — such as the speech recognizers…
A new method forces a machine learning model to focus on more data when learning a task, which leads to more reliable predictions. If your…
MIT Graduate student Nicholas Kamp describes the MicroBooNE experiment and its implications for our understanding of fundamental particles. Neutrinos are one of the most mysterious…