<span class="vcard">Zach Winn | MIT News</span>
Zach Winn | MIT News
Alumni/ae Alzheimer's Artificial Intelligence Brain and cognitive sciences Disease Harvard-MIT Health Sciences and Technology Health Care Health sciences and technology Innovation and Entrepreneurship (I&E) Institute for Medical Engineering and Science (IMES) machine learning Mental health Neuroscience Parkinson's School of Engineering School of Science Startups

Beacon Biosignals is mapping the brain during sleep

Founded by Jake Donoghue PhD ’19 and former MIT researcher Jarrett Revels, the company is creating an AI-driven platform to help diagnose and treat disease.

Alumni/ae Artificial Intelligence Bioengineering and biotechnology Biological engineering Drug development Innovation and Entrepreneurship (I&E) machine learning Proteins School of Engineering Startups

Bringing AI-driven protein-design tools to biologists everywhere

Founded by Tristan Bepler PhD ’20 and former MIT professor Tim Lu PhD ’07, OpenProtein.AI offers researchers open-source models and other tools for protein engineering.

Artificial Intelligence Batteries Computer modeling Department of Energy (DoE) DMSE Electrical engineering and computer science (EECS) machine learning Manufacturing Materials science and engineering Nanoscience and nanotechnology National Science Foundation (NSF) Nuclear science and engineering Research School of Engineering Semiconductors Solar

MIT researchers use AI to uncover atomic defects in materials

A new model measures defects that can be leveraged to improve materials’ mechanical strength, heat transfer, and energy-conversion efficiency.

Artificial Intelligence DMSE Faculty machine learning Materials science and engineering Profile Research School of Engineering

Accelerating science with AI and simulations

Associate Professor Rafael Gómez-Bombarelli has spent his career applying AI to improve scientific discovery. Now he believes we are at an inflection point.

Artificial Intelligence Chemical engineering Computer science and technology DMSE machine learning Materials science and engineering National Science Foundation (NSF) Research School of Engineering

How generative AI can help scientists synthesize complex materials

MIT researchers’ DiffSyn model offers recipes for synthesizing new materials, enabling faster experimentation and a shorter journey from hypothesis to use.

Alumni/ae Artificial Intelligence Electrical engineering and computer science (EECS) Innovation and Entrepreneurship (I&E) machine learning Robotics School of Engineering Startups

Robots that spare warehouse workers the heavy lifting

Founded by MIT alumni, the Pickle Robot Company has developed machines that can autonomously load and unload trucks inside warehouses and logistic centers.

Algorithms Alumni/ae Artificial Intelligence Disease Electrical engineering and computer science (EECS) health Innovation and Entrepreneurship (I&E) machine learning Medicine School of Engineering Startups

Helping scientists run complex data analyses without writing code

Co-founded by an MIT alumnus, Watershed Bio offers researchers who aren’t software engineers a way to run large-scale analyses to accelerate biology.

Artificial Intelligence DMSE Energy machine learning Materials science and engineering MIT.nano Nanoscience and nanotechnology Nuclear science and engineering Research School of Engineering

AI system learns from many types of scientific information and runs experiments to discover new materials

The new “CRESt” platform could help find solutions to real-world energy problems that have plagued the materials science and engineering community for decades.

Artificial Intelligence Department of Energy (DoE) Energy machine learning Materials science and engineering National Science Foundation (NSF) Nuclear science and engineering Quantum mechanics Research School of Engineering Superconductivity

New tool makes generative AI models more likely to create breakthrough materials

With SCIGEN, researchers can steer AI models to create materials with exotic properties for applications like quantum computing.

Artificial Intelligence Business and management Classes and programs Faculty Innovation and Entrepreneurship (I&E) Martin Trust Center for MIT Entrepreneurship MIT Sloan School of Management Startups

How are MIT entrepreneurs using AI?

This year’s delta v summer accelerator offered an up-close look at how AI is changing the process of building a startup.