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natcomputsci.bsky.social
A @natureportfolio.bsky.social journal on mathematical models and computational methods/tools that help advance science in multiple disciplines. https://www.nature.com/natcomputsci
34 posts 2,177 followers 109 following
Prolific Poster

📢Jian Sun and colleagues present a symmetry principle-based crystal structure prediction scheme that achieves up to fourfold performance improvements when compared to state-of-the-art methods. www.nature.com/articles/s43... 🔓https://rdcu.be/ebxLZ

🚨Our February issue is now live and includes a framework for shape optimization, a data structure for storing and computing large genome databases, an Editorial on the value of DEI, and much more! www.nature.com/natcomputsci...

📢In our latest Editorial, we reflect on what science tells us about the importance of diversity. www.nature.com/articles/s43...

📢Out now! Yue Yu and colleagues develop a pipeline that helps to address the challenges of data scarcity and that aligns LLMs with a physically consistent state for learning polymer properties. www.nature.com/articles/s43... 🔓https://rdcu.be/d9mlF

📢Out now! @xihonglin.bsky.social, @pnatarajanmd.bsky.social and colleagues present a framework for functionally-informed multi-trait rare variant analysis of biobank-scale sequencing studies. www.nature.com/articles/s43... #stats 🖥️ 🧬 🔓https://rdcu.be/d82Fx

📢 Xiaozhao Liu, Bin Ouyang and Yan Zeng discuss the potential of a human-on-the-loop approach to improve the efficiency, accuracy and accessibility of autonomous laboratories. www.nature.com/articles/s43... #chemsky 🔓https://rdcu.be/d8Kw9

📢A Research Briefing describing the work of @emmetfrancis.bsky.social and colleagues, where they present a software for simulating spatially resolved biochemical signaling networks, is now live! www.nature.com/articles/s43... 🔓https://rdcu.be/d8A97

📢In a recent News & Views, @ryanlayer.bsky.social discusses a data structure introduced by @aprilwei.bsky.social and colleagues for reducing storage and computational costs for phased whole-genome polymorphisms. www.nature.com/articles/s43... 🔓https://rdcu.be/d8ay3

Our Jan issue is live! nature.com/natmachintell with an article (Yejin Choi et al) and N&V commentary (Molly Crockett) on Delphi, designed to investigate AI moral reasoning. Also read about IntegrateAnyOmics by @bowang87.bsky.social, an unsupervised platform to tackle incomplete multi-omics data.

🚨Our January issue is now live and includes research on using neuromorphic computing to advance AI, a large-scale analysis that shows that LLMs exhibit social identity biases, and much more! Check it out: www.nature.com/natcomputsci...

📢Farhan Khodaee and colleagues propose a framework to integrate single-cell RNA sequencing data with phenotypic information in order to map complex genotype-phenotype relationships. www.nature.com/articles/s43... #RNASky #RNABiology 🔓https://rdcu.be/d7N6n

How can neuromorphic computing enhance the performance of AI? We discuss this exciting topic in our latest Editorial! www.nature.com/articles/s43... #compneurosky #compneuro

Here we go! The first issue of Nature Reviews Biodiversity is now live🥳🎉🥂. Thank you to our authors, reviewers, and community for the support! We hope you enjoy the reading. www.nature.com/nrbd/volumes...

New Correspondence out today! Alyssa Dellow and Fatimah Razak discuss how @hlforum.bsky.social provides vast avenues for collaborations, brain stimulation, and career advancement in mathematics and computer science. www.nature.com/articles/s43... #CompSky 🔓https://rdcu.be/d5Loo

📢 Zhongrui Wang and colleagues present a neuromorphic computing platform for learning cross-modal, event-driven signals for efficient real-time knowledge generalization. www.nature.com/articles/s43... #compneuro 🔓https://rdcu.be/d5K9F

📢 Julian Büchel, Abu Sebastian and colleagues introduce a viable pathway for the efficient deployment of state-of-the-art LLMs using mixture of experts on 3D analog in-memory computing hardware. www.nature.com/articles/s43... 🔓https://rdcu.be/d5DiP

📢Out now! Li Yuan, Xinchang Wang, Fanyang Mo and colleagues introduce a large-scale electronic circular dichroism (ECD) dataset and develop a framework for accurate ECD spectra prediction. www.nature.com/articles/s43... #chemsky 🔓https://rdcu.be/d5pCJ

📢 @savcisens.com discusses a recent study that shows that LLMs exhibit social identity biases similar to humans. www.nature.com/articles/s43... 🔓https://rdcu.be/d5owe

📢Out now! Haowei Xu, Ju Li and colleagues introduce MEHnet, a deep learning method for molecular electronic structures that can predict a host of molecular properties. www.nature.com/articles/s43... #chemsky 🔓https://rdcu.be/d4Zd5

🚨New Resource out now! Timothy J. Atherton and colleagues introduce a framework for shape optimization that can predict the structure of soft materials such as complex fluids, gels, particulate media and biological materials. www.nature.com/articles/s43... 🔓https://rdcu.be/d4Y7C

📢Meng Zhou and colleagues propose a deep learning framework with real-world pharmacovigilance data to predict population-scale toxicity profiles of checkpoint inhibitor immunotherapy, enabling timely tailoring of treatment. www.nature.com/articles/s43... 🔓https://rdcu.be/d4Ao4

📢Bin Gao, Huaqiang Wu and colleagues from Tsinghua University introduce an in-memory deep Bayesian active learning framework using memristors’ stochastic properties for in-situ probabilistic computations. www.nature.com/articles/s43...

📢Out now! @krishnaswamylab.bsky.social presents a graph signal processing method that learns gene representations from single-cell data. www.nature.com/articles/s43... 🔓https://rdcu.be/d4kPz

It is time to bring our favorite cover suggestions from 2024 to light: check out our latest Editorial! www.nature.com/articles/s43...

🚨Our December issue is now live, and includes an integrative data-driven model of C. elegans, a platform for simulating spiking neuronal networks at the neuronal scale of the human brain, a framework for non-line-of-sight imaging, and much more! www.nature.com/natcomputsci...

🚨New Article alert! @agreco.bsky.social and @siegellab.bsky.social present an algorithm that enables video generation by selectively manipulating the spatial and temporal features of natural videos. www.nature.com/articles/s43... #compneuro #VisionScience

We are all in Bluesky now!

Our 2024 Dec issue is live! nature.com/natmachintell with robot rats, a Perspective on AI safety guidelines, a plea for clarity when discussing 'intelligence' in living or artificial systems (by @drmichaellevin.bsky.social & Rouleau), a protein representation model when data is scarce, and more.

📢New Resource out today! Marie Rognes, Padmini Rangamani and colleagues present SMART, a software that allows users to simulate spatially resolved biochemical signaling networks. www.nature.com/articles/s43...

📢Jianfeng Feng and colleagues present the Digital Brain, a platform capable of simulating spiking neuronal networks with up to 86 billion neurons and 47.8 trillion synapses. www.nature.com/articles/s43... #neuroskyence #compneuro 🔓https://rdcu.be/d4byX

Here is a starter pack that includes the Nature Research journals from @natureportfolio.bsky.social – you might see some of them starting to post very soon! (Also, the creator of a starter pack can't remove themselves, so unfortunately you're stuck with me too... sorry!)

A simulated annealing algorithm for randomizing weighted networks” | nature.com/articles/s43... How do we randomize brain connectomes (and other networks) with biological edge weights? @richardfbetzel.bsky.social @natcomputsci.bsky.social ⤵️

1/9 🧵 New paper alert (now in Nature Computational Science)! As polarisation continues to shape our world, we asked: Do social and political biases transfer to our AI? I.e. do LLMs show ingroup and outgroup bias? www.nature.com/articles/s43...

We are so excited to be here! Stay tuned to learn more about the latest papers published at Nature Computational Science!