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Nature Computational Science
@natcomputsci.nature.com
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A @natureportfolio.nature.com journal on mathematical models and computational methods/tools that help advance science in multiple disciplines. https://www.nature.com/natcomputsci
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An accompanying News & Views by Zhaohui Dong and Luqi Yuan is now available for this paper! www.nature.com/articles/s43... ⚛️

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Efficient methods for facilitating topological photonics and acoustics computation - Nature Computational Science
A recent study proposes efficient numerical algorithms to reduce the required computational resources for solving the edge states in large-scale photonic or acoustic structures.
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November 21, 2025 at 3:11 PM
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An accompanying News & Views by @alxmrphi.bsky.social for this paper is now available! www.nature.com/articles/s43... #compneuro #Neuroscience #ArtificialIntelligence

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Viability of using LLMs as models of human language processing - Nature Computational Science
Research now suggests that large language models (LLMs) are viable in silico models of human language processing. By examining multi-participant high-quality brain responses, researchers were able to ...
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November 21, 2025 at 3:08 PM
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We also highlight a @natmater.nature.com study by Kota Oishi and colleagues on a framework for identifying zeolite intergrowths and drawing boundaries between feasible and unfeasible systems. www.nature.com/articles/s43...
The feasibility of zeolite intergrowths - Nature Computational Science
Nature Computational Science - The feasibility of zeolite intergrowths
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November 20, 2025 at 6:30 PM
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We highlight a @nature.com study by Chi-Fang Chen and colleagues on a quantum algorithm for thermal simulation featuring balance and locality, while also serving as a conceptual model for thermalization in open quantum systems. www.nature.com/articles/s43... ⚛️
Thermal physics meets quantum computing - Nature Computational Science
Nature Computational Science - Thermal physics meets quantum computing
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November 20, 2025 at 6:30 PM
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An accompanying News & Views for this paper from Samuel A. Nastase is now available! www.nature.com/articles/s43... #compneuro #ArtificialIntelligence

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Larger language models better align with the reading brain - Nature Computational Science
A systematic comparison of large language models suggests that larger models align better with both human behavior and brain activity during natural reading. Instruction tuning, however, does not yiel...
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November 12, 2025 at 6:54 PM
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An accompanying News & Views by Aurelia Tamò-Larrieux and colleagues is also available! www.nature.com/articles/s43... @fdca-unil.bsky.social @unisg.ch #cssky #MLSky

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A computational science perspective on the legal system - Nature Computational Science
A recent study highlights how data changes not only how we can assess the performance of legal firms in the US, but more broadly how computational science is expanding beyond its traditional scope and...
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October 31, 2025 at 6:35 PM
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An accompanying News & Views by Yubing Qian and Ji Chen is also available for this paper! www.nature.com/articles/s43... ⚛️

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Down to one network for computing crystalline materials - Nature Computational Science
A recent study proposes using a single neural network to model and compute a wide range of solid-state materials, demonstrating exceptional transferability and substantially reduced computational cost...
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October 22, 2025 at 2:24 PM
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An accompanying News & Views by Han Chen and Christina Theodoris is also available for this paper! www.nature.com/articles/s43... #chemsky

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Interpolating perturbations across contexts - Nature Computational Science
The Large Perturbation Model (LPM) is a computational deep learning framework that predicts gene expression responses to chemical and genetic perturbations across diverse contexts. By modeling perturb...
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October 15, 2025 at 4:03 PM