Search results for machine learning architecture

Analytical Chemistry Jan 8, 2026

Chemistry is stuck in the dark ages: 'Chemputation' can bring it into the digital world

Chemistry deals with that most fundamental subject: matter. New drugs, materials and batteries all depend on our ability to make new molecules. But discovery of new substances is slow, expensive and fragile. Each molecule ...

Analytical Chemistry Dec 11, 2025

Enhancing machine-learning interatomic potentials for advanced materials modeling

Machine learning is transforming many scientific fields, including computational materials science. For about two decades, scientists have been using it to make accurate yet inexpensive calculations of interatomic potentials, ...

Earth Sciences Dec 1, 2025

Flood disaster prediction using multi-scale deep learning and neuro-fuzzy inference

A new algorithmic framework that can predict flooding could help save lives and reduce the devastation as climate change drives more intense and unpredictable rainfall.

Biochemistry Dec 1, 2025

Sugar-coated sensor sniffs out look-alike molecules in the air

Scientists have designed a new type of gas sensor that can tell apart "mirror image" versions of the same smell molecule, even at very low concentrations. By coating carbon nanotubes with custom-built sugar-based receptors, ...

Optics & Photonics Nov 26, 2025

Shop-bought cable helps power two quantum networks

For decades, physicists have dreamed of a quantum internet: a planetary web of ultrasecure communications and super-powered computation built not from electrical signals, but from the ghostly connections between particles ...

Economics & Business Nov 20, 2025

Transformer AI models outperform neural networks in stock market prediction, study shows

Like other sectors of society, artificial intelligence is fundamentally changing how investors, traders and companies make decisions in financial markets. AI models have the ability to analyze massive amounts of data while ...

Quantum Physics Nov 13, 2025

Physicists unveil system to solve long-standing barrier to new generation of supercomputers

The dream of creating game-changing quantum computers—supermachines that encode information in single atoms rather than conventional bits—has been hampered by the formidable challenge known as quantum error correction.

Environment Nov 6, 2025

New deep learning model enhances roadside air pollutant forecasting accuracy

A research team led by Prof. Li Xiangxian from the Anhui Institute of Optics and Fine Mechanics, the Hefei Institutes of Physical Science of the Chinese Academy of Sciences, has developed a new deep learning model that significantly ...

Education Nov 4, 2025

AI assistant developed for every step of the scientific process

Researchers have developed an AI-powered 'scientific assistant' designed to accelerate the scientific process by helping them identify new research questions, analyze and interpret data, and produce scientific documents.

Analytical Chemistry Oct 21, 2025

Smarter electrolysis: Pairing reactions for sustainable energy and chemistry

For more than two centuries, fossil fuels have dominated global energy and chemical production, accounting for over 80% of consumption and driving a steep rise in CO₂ emissions. This reliance has contributed to climate change, ...

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