Latest in Chemistry & Materials

patsnap.com
652 words

AI-Accelerated Quantum Chemistry: The 2026 Innovation Landscape

Source: PatSnap Eureka · Patent & literature records 2012–2025 The dominant classical-AI acceleration paradigm involves neural network potentials (NNPs), delta-learning, graph neural networks, and quantum machine learning (QML) models trained on high-level QM reference data. These methods target the accuracy of coupled-cluster theory…

miragenews.com
273 words

Sodium Batteries Examined at Atomic Level

Understanding how battery components work at the molecular or atomic levels can help scientists create faster-charging, more powerful, longer-lived storage devices. But the electron microscopes powerful enough to give this view also change and distort the materials in ways scientists…

975 words

Structure Interactions & Confidence Metrics#

The Neurosnap SDK provides a robust and flexible framework for identifying physical interactions within and between molecular entities, and for analyzing predicted structure confidence metrics. A structure carries two tables of connectivity that a file may state outright: Structure.bonds…

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Batteries & Electrochemistry Lithium‑ion, solid‑state, flow batteries, and charge cycle advances.
Materials Science & Nanotech 2D materials, metamaterials, coatings, and nanoscale engineering.
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Catalysis & Green Chemistry Sustainable reactions, catalysts, and low‑waste industrial processes.

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