To excel at engineering design, generative AI must learn to innovate, study finds

AI models that prioritize similarity falter when asked to design something completely new.

Jennifer Chu | MIT News • mit
Oct. 19, 2023 ~8 min

MIT researchers combine deep learning and physics to fix motion-corrupted MRI scans

The challenge involves than just a blurry JPEG. Fixing motion artifacts in medical imaging requires a more sophisticated approach.

Alex Ouyang | Abdul Latif Jameel Clinic for Machine Learning in Health • mit
Aug. 17, 2023 ~5 min


New method simplifies the construction process for complex materials

With a new, user-friendly interface, researchers can quickly design many cellular metamaterial structures that have unique mechanical properties.

Adam Zewe | MIT News • mit
Aug. 2, 2023 ~8 min

Making sense of cell fate

MIT researchers find timing and dosage of DNA-damaging drugs are key to whether a cancer cell dies or enters senescence.

Bendta Schroeder | Koch Institute • mit
July 27, 2023 ~7 min

New quantum magnet unleashes electronics potential

Researchers discover how to control the anomalous Hall effect and Berry curvature to create flexible quantum magnets for use in computers, robotics, and sensors.

Plasma Science and Fusion Center • mit
July 25, 2023 ~7 min

Cutting urban carbon emissions by retrofitting buildings

Study shows that cities’ plans often won’t achieve their goals, but decarbonizing the local grid could make the difference.

Nancy W. Stauffer | MIT Energy Initiative • mit
July 13, 2023 ~20 min

Learning the language of molecules to predict their properties

This AI system only needs a small amount of data to predict molecular properties, which could speed up drug discovery and material development.

Adam Zewe | MIT News Office • mit
July 7, 2023 ~7 min

When computer vision works more like a brain, it sees more like people do

Training artificial neural networks with data from real brains can make computer vision more robust.

Jennifer Michalowski | McGovern Institute for Brain Research • mit
June 30, 2023 ~10 min


A new mathematical “blueprint” is accelerating fusion device development

New research explores how Dyson maps are putting quantum computers to work in designing fusion energy devices.

Plasma Science and Fusion Center • mit
June 22, 2023 ~5 min

Helping robots handle fluids

Researchers create new simulation tool for robots to manipulate complex fluids in a step toward helping robots more effortlessly assist with daily tasks.

Rachel Gordon | MIT CSAIL • mit
May 24, 2023 ~9 min

/

14