Blog Posts | Joshua Berkowitz

14 Articles

2025 × materials science ×

AI and Automation Are Accelerating Scientific Discovery at Berkeley Lab

Scientific discovery is entering a new era at Lawrence Berkeley National Laboratory. By integrating artificial intelligence (AI) and automation into every facet of research, the Lab is not only accele...

AI automation data analysis innovation materials science network optimization scientific research supercomputing

Jan 2, 2026

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News

How Diamond Defects Are Illuminating the Quantum Universe

What if the secrets of the quantum world could be unveiled by the tiniest imperfections in diamonds? Princeton researchers are turning diamonds to uncover the quantum world, using engineered pairs of ...

diamond defects entanglement magnetic fluctuations materials science nanotechnology quantum sensing superconductors

Dec 11, 2025

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Sodium-Ion Batteries: Brown University Unveils Breakthrough Design Guidelines

The search for safer, more sustainable energy storage is putting sodium-ion batteries at center stage. These batteries, which rely on sodium rather than scarce lithium, are gaining attention thanks to...

anode design battery technology energy storage hard carbon materials science sodium-ion batteries sustainable energy

Dec 7, 2025

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Rapid and Automated Alloy Design with Graph Neural Network-Powered Large Language Model-Driven Multi-Agent AI

The search for new materials with enhanced mechanical properties has previously been constrained by the sheer complexity of the compositional design space. Multi-principal element alloys offer excepti...

alloy design artificial intelligence computational materials dislocation dynamics graph neural networks machine learning materials science multi-agent systems

Nov 10, 2025

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Papers

Edison Scientific Kosmos: Accelerating Six Months of Science in a Single Day

Looking to get more out your research efforts without the timeline? Introducing Kosmos , Edison Scientific’s groundbreaking AI Scientist. Building on lessons from its predecessor, Robin, Kosmos ...

AI research automation Edison Scientific Kosmos machine learning materials science neuroscience scientific discovery

Nov 6, 2025

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MXene Membranes: Transforming the Future of Filtration

Filtration systems are undergoing a remarkable evolution, with innovative materials offering new solutions for separating valuable ions from complex mixtures. Traditional filtration membranes often fa...

energy-water systems ion separation materials science membrane technology MXene nanotechnology water treatment

Nov 4, 2025

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MIT’s 3D-Printed Aluminum Alloy: A Leap Forward for Lightweight, High-Strength Manufacturing

A revolutionary 3D-printable aluminum alloy may allow aircraft parts that are not only lighter but also stronger and more efficient. Developed by MIT engineers, this materials process innovation sets ...

3D printing additive manufacturing aerospace engineering aluminum alloys lightweight materials machine learning materials science

Oct 25, 2025

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How Machine Learning is Driving Atomic-Scale Material Simulations

A team at Harvard SEAS has broken new ground with a machine learning framework that predicts how materials respond to electric fields and delivers quantum-level accuracy for massive simulations, exten...

Allegro-pol atomic scale computational modeling electric fields machine learning materials discovery materials science quantum simulation

Jun 19, 2025

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P-Wave Magnetism: MIT's Breakthrough that Could Transform Computing

At MIT, the direct observation of p-wave magnetism , a newly identified form of magnetism that could redefine the landscape of data storage and processing through spintronics. Understanding P-Wave Mag...

magnetism materials science memory devices MIT nickel iodide physics quantum technology spintronics

Jun 10, 2025

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MIT Team is Using AI To Revolutionize Sustainable Concrete Recipes

Concrete shapes the modern world, but the environmental impact of its main ingredient, cement, continues to trouble scientists and builders. The need for lower-carbon alternatives is urgent, yet sifti...

artificial intelligence circular economy concrete construction machine learning materials science sustainability

Jun 7, 2025

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MIT's Method for 3D Printing Complex Designs with Minimal Waste

Imagine a world where creating intricate medical devices or mechanical parts becomes seamless, efficient, and environmentally friendly. MIT engineers have turned this vision into reality with a breakt...

3D printing additive manufacturing engineering innovation materials science recycling sustainability

Jun 7, 2025

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3D Printing Breakthrough Unlocks Custom High-Temperature Superconductors

Picture a world where custom-shaped superconductors fuel next-generation magnets, medical devices, and transportation. Thanks to a pioneering 3D printing process developed by scientists at Northwester...

3D printing ceramics innovation manufacturing materials science particle physics superconductors technology

May 28, 2025

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