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📢Out now! Fengqi You and Zhilong Wang discuss the challenges and opportunities for implementing generative models in the inverse design of functional crystalline materials. nature.com/articles/s4358… 🔓rdcu.be/elnOM

📢Huaming Wu and colleagues from Tianjin University propose HELIX, a DNA-based storage system for biomedical images that combines compression, error correction, and deep learning repair. nature.com/articles/s4358… 🔓rdcu.be/elRX2

📢Generative AI is quickly being deployed in healthcare. In this Comment, Brett Beaulieu-Jones and colleagues discuss the early efforts to define, measure, and address fairness and health equity challenges. nature.com/articles/s4358… 🔓rdcu.be/emlwj

📢Shlomo Havlin, An Zeng and colleagues propose a concept, called persistent disruption, that marks papers that disrupt prior work but remain undisrupted later, signaling lasting impact. nature.com/articles/s4358… 🔓rdcu.be/emQys

📢Thinking about sending us a presubmission enquiry? We provide recommendations on how to write an effective one in our latest Editorial. nature.com/articles/s4358…

📢A Perspective by Wolfram Pernice, Abu Sebastian and colleagues discuss the challenges and opportunities for photonic probabilistic computing and its applications in AI. nature.com/articles/s4358… 🔓rdcu.be/enkjQ

📢Wanqiu Ding and colleagues present STCase, a tool for uncovering functional niche-specific cell‒cell communication events based on spatial transcriptomics data. nature.com/articles/s4358… 🔓rdcu.be/enX9T

📢Stefan Feuerriegel, Rayid Ghani, Mihaela van der Schaar, Frauke Kreuter, and colleagues argue in a Comment that reliable algorithms for decision-making need to build upon causal reasoning. nature.com/articles/s4358… 🔓rdcu.be/enYdx

📢Russell Funk and XIANGTING WU discuss a recent framework that characterizes innovations that both disrupt earlier works and serve as stable foundations for subsequent development. nature.com/articles/s4358… 🔓rdcu.be/en1h4 📄rdcu.be/en1iS

📢Tianyu Zhu and colleagues develop a DL model to predict ground-state and photophysical properties of molecules and nanomaterials, achieving beyond-DFT accuracy with high data efficiency. nature.com/articles/s4358… 🔓rdcu.be/eptkB

📢Xuhui Huang and colleagues present MEMnets, combining statistical mechanics theory with DL to find the slowest collective variables for biomolecular dynamics. UW-Madison Chemistry, datascience@uw, TCI UW-Madison, UW-Madison L&S nature.com/articles/s4358… 🔓rdcu.be/eqnCf

📢Out now! Haohao Fu and colleagues introduce a high-throughput, formally exact method for absolute binding free energy calculations. nature.com/articles/s4358… 🔓rdcu.be/erBRm

📢Shaoting Zhang and colleagues propose CLOVER, a cost-effective instruction learning framework for conversational pathology. nature.com/articles/s4358… 🔓rdcu.be/erQld