Blog Posts | Joshua Berkowitz

15 Articles

scientific discovery ×

Microsoft’s Latest Partnerships Are Accelerating AI-Driven Scientific Discovery

Artificial intelligence is transforming the pace and scope of scientific discovery, and Microsoft is leading this evolution by connecting its advanced technologies with regional researchers and entrep...

AI community impact high-performance computing innovation partnerships scientific discovery TechSpark

Nov 1, 2025

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ORNL and Quantum Brilliance Are Shaping the Future of Hybrid Quantum-Classical Computing

A groundbreaking collaboration between Oak Ridge National Laboratory (ORNL) and Quantum Brilliance is integrating Quantum Brilliance’s commercial quantum computer cluster into the classical Oak Ridge ...

diamond QPU high-performance computing hybrid systems ORNL Quantum Brilliance quantum computing room-temperature quantum scientific discovery

Oct 25, 2025

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Google's Quantum Echoes Algorithm Achieves Verifiable Quantum Advantage

Google’s Quantum AI team has reached a turning point with quantum computing. Their latest accomplishment, running the Quantum Echoes algorithm on the Willow chip, marks the first-ever verifiable quant...

error correction Google AI NMR quantum advantage quantum computing Quantum Echoes scientific discovery Willow chip

Oct 22, 2025

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Gemini's Few-Shot Learning Is Revolutionizing Supernova Discovery

Google's Gemini model has been trained to classify and interpret astronomical events with remarkable accuracy using just a handful of examples and in context learning. This emergent feature of Gemini ...

astronomy explainable AI few-shot learning Gemini human-in-the-loop scientific discovery supernovae

Oct 22, 2025

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AI Meets Astronomy: How Few-Shot Learning is Revolutionizing Cosmic Discoveries

Every night, state-of-the-art telescopes capture millions of signals most of which are false alarms and not real cosmic phenomena like supernovae. Sorting through this sea of data has traditionally re...

AI models astronomy explainable AI few-shot learning Gemini machine learning scientific discovery

Oct 21, 2025

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Streamlining Scientific Discovery: How ADO Unifies Computational Experimentation

In today’s research landscape, computational experiments are at the heart of scientific progress. Yet, researchers often struggle with a patchwork of specialized tools and inconsistent workflows that ...

collaboration computational experiments data orchestration machine learning open source scientific discovery workflow automation

Oct 16, 2025

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AI and Automation Are Transforming Scientific Discovery at Berkeley Lab

At Lawrence Berkeley National Laboratory (Berkeley Lab), scientific breakthroughs are preparing to happen in days instead of years through the integration of artificial intelligence, automation, and a...

AI automation data analysis materials science research innovation robotics scientific discovery supercomputing

Oct 14, 2025

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How Foundation Models Are Transforming Scientific Discovery

Foundation models such as large language models have made waves in language processing and computer vision, but their leap into scientific disciplines is both exciting and complex. Scientific fields d...

data efficiency deep learning foundation models machine learning physical constraints scientific discovery time series forecasting uncertainty quantification

Sep 29, 2025

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AI Is Powering Gravitational Wave Detection and Cosmic Discovery

Thanks to breakthrough advances in artificial intelligence, we are starting to be able to “hear” the universe’s faintest secrets. Google DeepMind’s Deep Loop Shaping method is now helping astronomers ...

AI astrophysics DeepMind gravitational waves LIGO noise reduction reinforcement learning scientific discovery

Sep 20, 2025

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How AI Is Revolutionizing Fluid Dynamics and Mathematical Discovery

Researchers at Google DeepMind are using AI to identify new solutions to challenging fluid dynamics equations. Their achievement offers fresh hope for solving some of the most persistent challenges in...

AI research fluid dynamics machine learning mathematics Navier-Stokes PINNs scientific discovery singularities

Sep 19, 2025

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AI Is Updating Scientific Software Development

Traditionally, developing custom empirical software for each research challenge has been a major bottleneck, consuming valuable time and slowing scientific progress. Google Research is leveraging an ...

AI automation computational science empirical software large language models machine learning research tools scientific discovery

Sep 16, 2025

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PRefLexOR: Teaching AI to Reason Like Scientists

Imagine an AI that doesn't just provide fast answers but engages in deep, reflective reasoning—constantly refining its understanding the way a dedicated scientist would. PRefLexOR, a novel framework f...

AI reasoning knowledge graphs language models preference optimization recursive modeling reinforcement learning scientific discovery

Jun 30, 2025

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