TOPICSMachine learning

Machine learning

Chart with uptrend line graph, bar chart and diagram
AI & Machine Learning

A novel artificial intelligence model inspired by neural oscillations in the brain

Amit Malewar

New type of “state-space model” leverages principles of harmonic oscillators.

Caption:MIT researchers created a periodic table of machine learning that shows how more than 20 classical algorithms are connected. The new framework sheds light on how scientists could fuse strategies from different methods to improve existing AI models or come up with new ones
AI & Machine Learning

A periodic table of machine learning

Pranjal Malewar

It could fuel AI discovery.

Antifatigue insoles
Invention

Smart insoles designed for real-time health monitoring

Pranjal Malewar

New system races to improve personal health monitoring.

Researchers combined two types of generative AI models, an autoregressive model and a diffusion model, to create a tool that leverages the best of each model to rapidly generate high-quality images. Credits:Credit: Christine Daniloff, MIT; image of astronaut on horseback courtesy of the researchers
AI & Machine Learning

An approach to generate high-quality images faster

Amit Malewar

Their hybrid image-generation tool uses an autoregressive model to quickly capture the big picture.

Machine-learning study
Social Science

17 UN Sustainable Development Goals analysis insights

PLOS

Machine-learning study highlights factors that may affect efforts to meet goals by target year 2030.

Niko is learning maths
AI & Machine Learning

AI system tracks eye movements to personalize Math learning

Pranjal Malewar

Now in use at first school in North Rhine-Westphalia.

robotic arm
Robotics

New interactive system allows users to correct robot actions

Amit Malewar

Is your robotic helper making a mistake? New research offers a real-time fix

Transparent weather widget
Technology

MIT’s new validation technique for more accurate forecasts

Amit Malewar

A new approach for assessing predictions with a spatial dimension.

Cooking Up a Perfect Metal Alloy
AI & Machine Learning

Researchers discovered 268 new high-performance metal alloys

Amit Malewar

A fast-track way to search for high-performance metal alloys.

human-like-imitation
AI & Machine Learning

New AI model imitates sounds more like humans

Amit Malewar

Teaching AI to communicate sounds like humans do.

couple of oranges
AI & Machine Learning

4M: a next-generation framework for training multimodal foundation

Amit Malewar

An open-source training framework to advance multimodal AI.

Woman working on digital device network graphic overlay
Health

Why text message reminders may fall short for medication refills?

Pranjal Malewar

The study is one of the largest and most diverse of its kind and reveals that digital strategies need to be tested.

neutron-star merger simulations
Technology

Neutron star merger simulations contribute to train AI

Pranjal Malewar

Collaborative effort uses Laboratory simulation to train AI for scientific discovery.

Data security technology
AI & Machine Learning

Most recent Large Language Models remain vulnerable to simple manipulations

Amit Malewar

Can we convince AI to answer harmful requests?

electron configuration
Science

Multimodal language and graph learning of adsorption configuration in catalysis

Ashwini Sakharkar

Multimodal machine learning model increases accuracy.

film capacitor
Technology

Researchers use AI to discover a record-breaking material for film capacitors

Jay Kakade

Researchers use an innovative set of machine-learning models to discover a record-breaking material for film capacitors.

Caption:Researchers demonstrated a fully integrated photonic processor
Computing

A new photonic chip for ultrafast AI computations

Amit Malewar

This new device uses light to perform the key operations of a deep neural network on a chip.

battery icon
AI & Machine Learning

Machine learning helps find promising compositions for sodium-ion batteries

Ashwini Sakharkar

Researchers optimize the composition of a multi-element transition metal oxide.

Huxley, a healthy volunteer Havanese, undergoes a physical examination at the Queen's Veterinary School Hospital, Cambridge.
Health

AI algorithm accurately detects heart murmurs in dogs

Ashwini Sakharkar

In tests, the algorithm detected heart murmurs with a sensitivity of 90%.

AI chip
Technology

New machine learning model predicts dielectric function of materials

Ashwini Sakharkar

The model speeds up dielectric materials development as a step toward 6G networks.

An illustration of the 2D perovskite material that was studied by the researchers. The yellow parts illustrate the linker molecules while the purple and pink parts show the perovskite layer.
Technology

Computer simulations help pave the way for more efficient solar cells

Ashwini Sakharkar

Researchers have gained new insights into how perovskite materials function.

combination of layered gray carbon netting and rubber materials
Science

Deep-learning model to’ reverse-engineer’ new composite materials

Ashwini Sakharkar

Deep-learning model that can customize microarchitecture based on specific needs.

An aerial photograph captures a blue-ice area (BIA) in the Transantarctic Mountains.
Science

Researchers map blue-ice areas in Antarctica with Neural Networks

Ashwini Sakharkar

Breaking the Ice!

Health

Machine learning uncovers rheumatoid arthritis subtypes

Dr. Prajakta Banik

The study shows that machine learning can effectively identify subtypes of rheumatoid arthritis, helping doctors.

Rockfishes
Science

The rising extinction risk of marine Teleost fish species

PLOS

The "silent extinction" of 1,337 threatened species includes fish families crucial to reef ecosystems.

Bunch of batteries
Technology

AI predicts cycle lives of high-energy-density lithium-metal batteries

Ashwini Sakharkar

Major advances in putting the batteries into practical use.

handicapped senior woman on wheelchair.
Health

Machine learning and multiple sclerosis progression

PLOS

Can a computer predict disability progression in multiple sclerosis?

The pathways in the brain highlighted are those most affected by conclusion.
AI & Machine Learning

New AI helps diagnose traumatic brain injury early with 99% accuracy

Amit Malewar

Do You Have A Mild Concussion?

An artist's representation of plasmoid detection using machine learning.
Space

Machine learning could help identify plasmoids in outer space

Amit Malewar

The technology could aid efforts to answer long-standing astrophysical questions.

AI & Machine Learning

AI technology to predict yield strength of various metals

Ashwini Sakharkar

The Future of Metals Research with Artificial Intelligence.

Recent Stories

Mystery solved: Why foams are leakier than expected

Chemistry

Multilayered materials that work together, like nacre

Invention

Biodegradable fungi allow trash bags to decompose the organic waste

Invention

Scientists crack the mystery of the “orange fur” in cats

Wildlife

Research reveals how Sculpins use microscopic features to stay put

Wildlife