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Category:All HeadlinesWorld & GeopoliticsMarkets & EconomyTech & AIPoliticsSearch results for: "Knowledge-informed graph" (30 stories)

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Knowledge-informed graph attention networks enable defect-free alloy design for laser additive manufacturing
Lead StoryNaturegeneral
Aug 26

Knowledge-informed graph attention networks enable defect-free alloy design for laser additive manufacturing

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9pUktyWWQ2eXp2SmhkUWk5TEYzWnJFSVJCNUdxVTF4UjJEcmhWeHZ1LXdVdXRweVhFM2tmb0JUMFVTWVFOdzBVelAxLWJYamhpUC01eUNvUVZmRlFVNEtR?oc=5" target="_blank">Knowledge-informed graph attention networks enable defect-free alloy design for laser additive manufacturing</a>  <font color="#6f6f6f">Nature</font>

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Search Results for "Knowledge-informed graph"

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29 stories displayed
Knowledge Graph Guided Heterogeneity-Informed Diffusion Model for Spatio-Temporal Generation
The Association for the Advancement of Artificial Intelligencegeneral

Knowledge Graph Guided Heterogeneity-Informed Diffusion Model for Spatio-Temporal Generation

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTE1MU0RTRU91RTZWZF9uN2FUVTVTNk5EZjNTS2ZSbGJ0cFFtWmhxbVNlUFN3dzJyM2lQZnpxWEJJSmtjVlpCVk1kcEVHZ3hlMDVwOUJsN2k4REZOTk5aX3JTR3IxTjg?oc=5" target="_blank">Knowledge Graph Guided Heterogeneity-Informed Diffusion Model for Spatio-Temporal Generation</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

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Prior knowledge informs graph neural networks to improve phenotype prediction from proteomics
medRxivgeneral

Prior knowledge informs graph neural networks to improve phenotype prediction from proteomics

<a href="https://news.google.com/rss/articles/CBMie0FVX3lxTFB4WGI2eXo0ajZUZ1V6Q29GQV9FMzFKcDRxVlFESUZhLUhXTXZQV1RMbHpDMUxSR1QzQ0VoendzMjN1MUxKbVdwMEE0Rzk4NDFScDJPWjJ2N2lKSVZZOXRTcEZ1RUtBVUttbGt5b0djTzB0UVB6X1dXVXBMSQ?oc=5" target="_blank">Prior knowledge informs graph neural networks to improve phenotype prediction from proteomics</a>  <font color="#6f6f6f">medRxiv</font>

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A physics-informed graph neural network conserving linear and angular momentum for dynamical systems
Naturegeneral

A physics-informed graph neural network conserving linear and angular momentum for dynamical systems

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9KSldHMnJTdDh1Q28wTDVXeFFYekRSd2FJSG9LTjJCbmJVQ1RBWGxlN0tIQ3NvYlQxQ2xmZldLRnF5aUc1M013V3c4aVI4ZVprcHRFNzM2VnF5eVNUYUE4?oc=5" target="_blank">A physics-informed graph neural network conserving linear and angular momentum for dynamical systems</a>  <font color="#6f6f6f">Nature</font>

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How AWS is aligning Forward Deployed Engineers with knowledge graphs - and why
diginomicageneral

How AWS is aligning Forward Deployed Engineers with knowledge graphs - and why

<a href="https://news.google.com/rss/articles/CBMiiwFBVV95cUxNckRaMm5VdXU2Q2sxVUh0TkRfaV9idHF3WGtQQWFJSzhKYmgwOWtDMXJCN2hvRUd3eVBHX2hOc0p2dFB2TXg5VHQ0eWE5ZzdOREZGYUN3bnhfVm1ycmFoQzN3NWVnZlBJLUR2Q0NkdkJXQzI2bDFTLU45RTN5c0lUTVpodmFKelpRSi1V?oc=5" target="_blank">How AWS is aligning Forward Deployed Engineers with knowledge graphs - and why</a>  <font color="#6f6f6f">diginomica</font>

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Vol. 40 No. 19: AAAI-26 Technical Tracks 19
The Association for the Advancement of Artificial Intelligencetech

Vol. 40 No. 19: AAAI-26 Technical Tracks 19

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBGdUFfQ1g0MmY2WVJrbmdGeGhwekl6Y2p4R2VwSFk0MEMwVmx1bVZyM2gzZFZJWElIbjRKZG1UU2MwS1o1SGRPSkh2aE1EcWkybDBTODFjTThPOGs0dDlF?oc=5" target="_blank">Vol. 40 No. 19: AAAI-26 Technical Tracks 19</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

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Explainable drug side effect prediction in central neural system via biologically informed graph neural network
Naturetech

Explainable drug side effect prediction in central neural system via biologically informed graph neural network

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBZdTV3TDRPWEFNNzRYN3pNQnZMTUdIcUEwUU94VXY2WU1meWlFaUF4TklmN1BBcVpheGFaMjlBQkdnX0NUdENMNHpmMTVpZVpLRUo0NWx4SGhmUkg1M0NF?oc=5" target="_blank">Explainable drug side effect prediction in central neural system via biologically informed graph neural network</a>  <font color="#6f6f6f">Nature</font>

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MedResearcher-R1: Expert-Level Medical Deep Researcher via A Knowledge-Informed Trajectory Synthesis Framework
alphaXivgeneral

MedResearcher-R1: Expert-Level Medical Deep Researcher via A Knowledge-Informed Trajectory Synthesis Framework

<a href="https://news.google.com/rss/articles/CBMiUEFVX3lxTE1DeDNkQzcwc0FvV2NmY0dfd3BjMG1Sd0ptQ1pJUG5WV1BzRTMycDY2TVZKb3VpUGZWN2QwNVk1eF8teHp1UmRBNlk4OVNNMWFY?oc=5" target="_blank">MedResearcher-R1: Expert-Level Medical Deep Researcher via A Knowledge-Informed Trajectory Synthesis Framework</a>  <font color="#6f6f6f">alphaXiv</font>

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On the generalization discrepancy of spatiotemporal dynamics-informed graph convolutional networks
Frontiersgeneral

On the generalization discrepancy of spatiotemporal dynamics-informed graph convolutional networks

<a href="https://news.google.com/rss/articles/CBMiogFBVV95cUxOX2x4RXJlWmJPTHRNdU02VWVucXBQSi1TXzZJY1pDNzlFakdDaTFRX2hYc1J3MXoxeDNjT2JHYkc5R042Z3JzdXp2Um40ZzVYMHdtSnVaVEpISG94UUd0b1VlM0NGVUF1N2ppdnNvd3FZTEljTmozblJZNFRXd3hlLS15QW1vQXdsbVBZQzdsZWVmLU9zdXo0dWJWalhpUXVWWkE?oc=5" target="_blank">On the generalization discrepancy of spatiotemporal dynamics-informed graph convolutional networks</a>  <font color="#6f6f6f">Frontiers</font>

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Epidemiology-Informed Graph Neural Networks for Predicting and Interpreting Transmissible Hospital-Acquired Infections: A Retrospective Cohort and Simulation Study
medRxivgeneral

Epidemiology-Informed Graph Neural Networks for Predicting and Interpreting Transmissible Hospital-Acquired Infections: A Retrospective Cohort and Simulation Study

<a href="https://news.google.com/rss/articles/CBMifEFVX3lxTE5YcmQtOTFMNXF0RUtmSDgwWjR2cWhkWFVGQU13bzJMSjdwcjZ2TG41Ykd4bHJFNkM3bTFfV2JJeWE4eldiRTQ5LU9Za3BpWjBfUnJTMVp6eDE2d0pBT1lZQjNjUl9LbDJ5bUU4SGdjQVpZcHpKSVJjZ212Tjk?oc=5" target="_blank">Epidemiology-Informed Graph Neural Networks for Predicting and Interpreting Transmissible Hospital-Acquired Infections: A Retrospective Cohort and Simulation Study</a>  <font color="#6f6f6f">medRxiv</font>

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Moving from table to graph in physics-informed spatio-temporal symbolic regression
Naturegeneral

Moving from table to graph in physics-informed spatio-temporal symbolic regression

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBMVkR0YVJ2cVVQcHJHSS1qSmJmWmEtVDVKUTJXdVhDeWQzdGE1YlZrZnRvdmNNSVBPSTY5VWxjX2pVdzQzVXZqRC1VYlhib0pzWXdqQWRsZTlCVUJTalVJ?oc=5" target="_blank">Moving from table to graph in physics-informed spatio-temporal symbolic regression</a>  <font color="#6f6f6f">Nature</font>

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Inferring signaling pathway abnormalities from histopathological images via logic-constrained gene-pathway heterogeneous knowledge graph
Naturetech

Inferring signaling pathway abnormalities from histopathological images via logic-constrained gene-pathway heterogeneous knowledge graph

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5oUnNScHhIS0dJMjluR3Rjbzh5eXZYU1VjcmJOajJuaHNfRXZZS0J1d1dNZFNORzl2eTd1NU01WlBrUGk3T3huNmh1S0t0ZWRFcGhiUFNnSDRscEg2bFB3?oc=5" target="_blank">Inferring signaling pathway abnormalities from histopathological images via logic-constrained gene-pathway heterogeneous knowledge graph</a>  <font color="#6f6f6f">Nature</font>

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Modelling drug-induced cellular perturbation responses with a biologically informed dual-branch transformer
Naturegeneral

Modelling drug-induced cellular perturbation responses with a biologically informed dual-branch transformer

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5sdDhwY09lMEdGRzM0azdTMDZtSHNHZmlYbkxPR1N6cnAwSGJ3eGJhMEVDeXZyTmVSQ1liTE1mUkVLRUFFY0xIbGNIUmFYT0k2aGRIV1lPd19zLTJiR2ww?oc=5" target="_blank">Modelling drug-induced cellular perturbation responses with a biologically informed dual-branch transformer</a>  <font color="#6f6f6f">Nature</font>

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ONCOPLEX: an oncology-inspired hypergraph model integrating diverse biological knowledge for cancer driver gene prediction
Naturegeneral

ONCOPLEX: an oncology-inspired hypergraph model integrating diverse biological knowledge for cancer driver gene prediction

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE80Sk5oMGM4VzBBQjJndFBqU1o3Z1dwWXB1VG1LNE1PMnRtcUZqUHRCcG1DOEoyUXMyOXhDak1HUE9GdFVaX2laZjZOdmpzYm5xMkR5WVZaMVRCcWdiSzBv?oc=5" target="_blank">ONCOPLEX: an oncology-inspired hypergraph model integrating diverse biological knowledge for cancer driver gene prediction</a>  <font color="#6f6f6f">Nature</font>

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Chemical knowledge-informed framework for privacy-aware retrosynthesis learning
Naturegeneral

Chemical knowledge-informed framework for privacy-aware retrosynthesis learning

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9pNEFmZ3Rud3M0dVhvWm5teXRMUDdManhpUWtXSmpxeV8tQjhsSGt0LW5VeVVuSVdESk1WTHY2MVpxbHRjaFMzNV9LWFJYa0tPSVpMaGZJVU1IYUIyRTJJ?oc=5" target="_blank">Chemical knowledge-informed framework for privacy-aware retrosynthesis learning</a>  <font color="#6f6f6f">Nature</font>

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Integrating a multitask graph neural network with DFT calculations for site-selectivity prediction of arenes and mechanistic knowledge generation
Naturegeneral

Integrating a multitask graph neural network with DFT calculations for site-selectivity prediction of arenes and mechanistic knowledge generation

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5lNFJaVU9NM0RMXzdORmwtdGdpLUxJX1RWOTFNaGY5RF9zMXp0WFhCSThmanVWU0dEcXdNWXFKZUtsb3J0Tm1IU194SjRnbDNScGpXUGxidjU2UFdYaUFF?oc=5" target="_blank">Integrating a multitask graph neural network with DFT calculations for site-selectivity prediction of arenes and mechanistic knowledge generation</a>  <font color="#6f6f6f">Nature</font>

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A physics-informed graph neural network to approximate docking-based binding affinity for DYRK2 in Alzheimer’s drug repurposing | Scientific Reports
Naturegeneral

A physics-informed graph neural network to approximate docking-based binding affinity for DYRK2 in Alzheimer’s drug repurposing | Scientific Reports

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBfNUoyVktqUS1hdWVSUTlpZ0UyQjhNODZqejVvWTZVUlJHdFNYWFJoN2FYdHR2RzZ4aHpuZm1UU3d6eU9OUkZCTUZpYmdkVU5QMDZGR01FQWVXUHhRQ0F3?oc=5" target="_blank">A physics-informed graph neural network to approximate docking-based binding affinity for DYRK2 in Alzheimer’s drug repurposing | Scientific Reports</a>  <font color="#6f6f6f">Nature</font>

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Graph neural networks for materials science and chemistry - Communications Materials
Naturescience

Graph neural networks for materials science and chemistry - Communications Materials

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5YMWc3OFZZYUMwczRITDNYWGMyOS15WWkxZndCd2hUV3M1NE5lTC1yUmVFTHZpZTZqVGxhWVNvRFRZdGx5bHNGa0NWeEF1d1h3Y1E2dXBSZ2tRcEd1ODdv?oc=5" target="_blank">Graph neural networks for materials science and chemistry - Communications Materials</a>  <font color="#6f6f6f">Nature</font>

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Accurate prediction of protein function using statistics-informed graph networks
Natureworld

Accurate prediction of protein function using statistics-informed graph networks

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9KWU5tVFRDckpUaVNQVTc4VXZmQkN3dkVXWnFMZVh6QTVIR1ZlTmwxV1hfMWUyR1QwNEpUQUZVOURmN3hKSk5xTjAwRVJ1WmRXRkhUY29weHBtUExDQUFn?oc=5" target="_blank">Accurate prediction of protein function using statistics-informed graph networks</a>  <font color="#6f6f6f">Nature</font>

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MetalMind: A knowledge graph-driven human-centric knowledge system for metal additive manufacturing
Naturegeneral

MetalMind: A knowledge graph-driven human-centric knowledge system for metal additive manufacturing

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5WWnp0N3h4TjRjWktET2pCTC1PTjNzZGduSlV5NzBJM2FkeURwa2lWVW01eS1MRGVKTktYMDU4XzFtaXBWMFRtZEJSRzJzYndtYkZSVEpXdDVnVjhDazBJ?oc=5" target="_blank">MetalMind: A knowledge graph-driven human-centric knowledge system for metal additive manufacturing</a>  <font color="#6f6f6f">Nature</font>

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Pioneer: Physics-informed Riemannian Graph ODE for Entropy-increasing Dynamics
The Association for the Advancement of Artificial Intelligencegeneral

Pioneer: Physics-informed Riemannian Graph ODE for Entropy-increasing Dynamics

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTFBXUFpQV2laaV82dFhGVXpLNmRaMGpMaTJpci1Jb3BBT3Uzdm9PLWVqQkN0MkFvVEZURF8wbmpSallMWjBkSGFFV19QZGgxZ0hCQ3BlVVlHS2VBMVlRaDM3TVVRdHM?oc=5" target="_blank">Pioneer: Physics-informed Riemannian Graph ODE for Entropy-increasing Dynamics</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

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Automatic network structure discovery of physics informed neural networks via knowledge distillation
Naturegeneral

Automatic network structure discovery of physics informed neural networks via knowledge distillation

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE05OXZQbnRzc2luVnZsbE13QnRwVXoyYTBLTUs1VmcwdEtyeWU2THRXbTl2SDVzVGtBMUh4bWNLU3lWTjBuTDF3SXVONTFhTHFlWDVSZUtfMDZqV3BpdkNr?oc=5" target="_blank">Automatic network structure discovery of physics informed neural networks via knowledge distillation</a>  <font color="#6f6f6f">Nature</font>

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AI + knowledge graph facilitate catalytic pathway design
EurekAlert! Science News Releasestech

AI + knowledge graph facilitate catalytic pathway design

<a href="https://news.google.com/rss/articles/CBMiXEFVX3lxTE9NS29JakJMejZ0LV9EWjZPUHU0aVpUVVRUSUNHaDJrV2FabzktWW5nbjNOQnBpSEtFNzhPVjh5VVFxaFhtM3o4Z1dsR0pTazNWNlp6U2NWWS1CUF9C?oc=5" target="_blank">AI + knowledge graph facilitate catalytic pathway design</a>  <font color="#6f6f6f">EurekAlert! Science News Releases</font>

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A novel recommender system using light graph convolutional network and personalized knowledge-aware attention sub-network
Naturegeneral

A novel recommender system using light graph convolutional network and personalized knowledge-aware attention sub-network

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5TdDdRNzBXNHdEa2lZR3dGUE9fbEZ4YzdiNmJyWHhnVTR6WGFPM1BtTHM1YlNPbFhGazhkaGgyXzFvclVrUHpvaEwwRUJwbHFudnM1TWpXMVpyNmZiblJF?oc=5" target="_blank">A novel recommender system using light graph convolutional network and personalized knowledge-aware attention sub-network</a>  <font color="#6f6f6f">Nature</font>

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GeneCompass: deciphering universal gene regulatory mechanisms with a knowledge-informed cross-species foundation model | Cell Research
Natureworld

GeneCompass: deciphering universal gene regulatory mechanisms with a knowledge-informed cross-species foundation model | Cell Research

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5JSlo1alRyNWk1YlJ1Smd1UFN2REFKQkM0cnpiTXpGT2FzbnYzWFpValZmUXRkeURVWm1FeEphbG82LWhlSHdOVk0yVTVTWGt2S3BFcVJBVFlsUlVRdlow?oc=5" target="_blank">GeneCompass: deciphering universal gene regulatory mechanisms with a knowledge-informed cross-species foundation model | Cell Research</a>  <font color="#6f6f6f">Nature</font>

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Accelerate your Informed Decision-Making: Enable Path Analytics on Knowledge Graphs | database
Oracle Blogsgeneral

Accelerate your Informed Decision-Making: Enable Path Analytics on Knowledge Graphs | database

<a href="https://news.google.com/rss/articles/CBMitgFBVV95cUxNaUxWVm1pQTd0NkJQQWkzd2VpQWdnTjZtZTdWTEM5eDNjeE9VR0ZORXpOR3hzT254SXU3LWJDU2R6VkdpcEZHMDhZV0dSc0J6MkNIZjQ3MnRlVWhvWW4wUmYwTFRVS2N4RkYwb0pOcTlvY0tTNWFqcTZvcmh2cHZUNm9fd3pvSHFXUGVCb0VRelUzOS1kVlNEVXQ1TWZpeXF2WUxxTWE1aEI5T3VGSkpKT1NIOFNzQQ?oc=5" target="_blank">Accelerate your Informed Decision-Making: Enable Path Analytics on Knowledge Graphs | database</a>  <font color="#6f6f6f">Oracle Blogs</font>

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A hybrid reinforcement learning and knowledge graph framework for financial risk optimization in healthcare systems
Naturescience

A hybrid reinforcement learning and knowledge graph framework for financial risk optimization in healthcare systems

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1WVDBsNlk0RFRMN25VY3l1Q3VxQUhJSmdjQkhIb3l2eHM1Q2N4cTUxVDlmVVp2TjhRVnRZWDQtVVJ5cWpXRGR0dWpVdjF3R1duOUVZRTY0bk5YM3F3TlVr?oc=5" target="_blank">A hybrid reinforcement learning and knowledge graph framework for financial risk optimization in healthcare systems</a>  <font color="#6f6f6f">Nature</font>

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Deformable Polygonal Flow Matching with Informed Priors and Hierarchical Graph Constraints
The Association for the Advancement of Artificial Intelligencetech

Deformable Polygonal Flow Matching with Informed Priors and Hierarchical Graph Constraints

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTE1KYUhzQ1RBSWJFNWRfenRZdDB1V3IwdEVXS1J2UEdfeEpRRzJxTElVSlN0LU1DR0k2Vzlla3ptaEFsa09aWkF0WEhzV3o0OEcxV3ZjYWs4Q0w1SlZ5dmd1RUVBcHU?oc=5" target="_blank">Deformable Polygonal Flow Matching with Informed Priors and Hierarchical Graph Constraints</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

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Spatially informed graph transformers for spatially resolved transcriptomics | Communications Biology
Natureworld

Spatially informed graph transformers for spatially resolved transcriptomics | Communications Biology

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFA0TUxrRllJcGNORDBCMG9rR19SV1hVRFJnclJwWVlIQVc1Nk9GNWlUMnJ4Ry1yandMT1QzZm1ENE5FSXFkcTRocW9ibDRjZ2JxeWUwMDlqd2VoQjhFY0dN?oc=5" target="_blank">Spatially informed graph transformers for spatially resolved transcriptomics | Communications Biology</a>  <font color="#6f6f6f">Nature</font>

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Practices, opportunities and challenges in the fusion of knowledge graphs and large language models
Frontiersworld

Practices, opportunities and challenges in the fusion of knowledge graphs and large language models

<a href="https://news.google.com/rss/articles/CBMimgFBVV95cUxQM3VxR2U3YkdWVlN4SGNxT0ptNjAwbEtKcTVPM2xLUEFfRUlMQ2lYTS1QbEozdGlKRVBTa3FIVWRPajQ2WFZMc2o0b1l0N2pzRU5rTWxkSHAtQ3Fhb3N2WW1CclRVaVhqMVZsb1l5MG9HSUFJc2RMYXctenJoQ2RlM3d1U3ZGZWt6YmpCVnVSOHQwTUdMRmVFR293?oc=5" target="_blank">Practices, opportunities and challenges in the fusion of knowledge graphs and large language models</a>  <font color="#6f6f6f">Frontiers</font>

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"Knowledge-informed graph" — Live Google News Trends & Headlines