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Category:All HeadlinesWorld & GeopoliticsMarkets & EconomyTech & AIPoliticsSearch results for: "Physics informed activati" (30 stories)

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Physics informed activation functions and loss functions for signal reconstruction and digital twinning
Lead StoryNatureworld
May 23

Physics informed activation functions and loss functions for signal reconstruction and digital twinning

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1NMmUxVldtOU5oSE9uV2NYTG5YR1NLcjJDWTNWVE5MQnNYblJXWXNfb25wS3l1QVdvbUZFb3FSSXllZWdPb2JsSkpVbGVFX2ZLaW5kNkxsSFFXZ21ZclpZ?oc=5" target="_blank">Physics informed activation functions and loss functions for signal reconstruction and digital twinning</a>  <font color="#6f6f6f">Nature</font>

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Search Results for "Physics informed activati"

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29 stories displayed
A physics-informed deep learning framework for estimating muscle activation patterns following Achilles tendon repair
American Physiological Society Journaltech

A physics-informed deep learning framework for estimating muscle activation patterns following Achilles tendon repair

<a href="https://news.google.com/rss/articles/CBMifEFVX3lxTE1lV1RvVkZSSXc2WHYySjdzRnE0MmJtd2MtOU9FQmJiQkZ4N3oyMDZmLVRpeHFuaURXTUc3bWZQN1Z2eFA1WWhXZFlXQUVpSVdMRTNpWTVvWHpLa0tkODhQc0NwZ2ktcTJVUUhEZUJsaFZzTTRXN2d2M0hBcm8?oc=5" target="_blank">A physics-informed deep learning framework for estimating muscle activation patterns following Achilles tendon repair</a>  <font color="#6f6f6f">American Physiological Society Journal</font>

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On the Possibility of Small Networks for Physics-Informed Learning
Towards Data Sciencegeneral

On the Possibility of Small Networks for Physics-Informed Learning

<a href="https://news.google.com/rss/articles/CBMinwFBVV95cUxNUUZkUF9EZHEzNHdmR016dVFveEhuVzBlQXVVaDVyd3R6UXBUVTg1VEZPbVRFOHo0YWxVUnpqUEM4WUNGc0JPSXVwMkU5dmNnVHhNc3hqN24wS3NTRWVZWnR5TEhYSDZMQjBzTG5OUjBSV010WmRNajRlTFQ3dF8zQlNWQXBZdnVUVndPT2pYNTlyZ0dSV3FjRFdjRFZRWWs?oc=5" target="_blank">On the Possibility of Small Networks for Physics-Informed Learning</a>  <font color="#6f6f6f">Towards Data Science</font>

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A physics-informed eikonal model for simulating arrhythmias in the human heart in real-time
Naturegeneral

A physics-informed eikonal model for simulating arrhythmias in the human heart in real-time

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBBMWFLbkpPYWFqZUlERFZ3OFZtTmcxWkJKLXJsN1BvalBPQjFJTEt6NUVnclJkMi1VMkNNU1FWdG1xTllsQkN2ZGU4M05EODZTUWh5VzdqWEJNSWZya1kw?oc=5" target="_blank">A physics-informed eikonal model for simulating arrhythmias in the human heart in real-time</a>  <font color="#6f6f6f">Nature</font>

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The Old and the New: Can Physics-Informed Deep-Learning Replace Traditional Linear Solvers?
Frontiersgeneral

The Old and the New: Can Physics-Informed Deep-Learning Replace Traditional Linear Solvers?

<a href="https://news.google.com/rss/articles/CBMijgFBVV95cUxNMm9vdnNWc19yTHgtdkxMMUVnRy1SdWNnYkl1d2xmR1dPWUttVVRNalBQTFV3LTVHUV9lTkhpanR4VTZMR3lUTHBoeTlnRWtHb3NQcC1lQkhPaGtTd29teUxKNDRMS045b3A5YTRRMXFDdVNOalg0VXlPOXQxd0xHQkhYZUpZOTB6LU42WkVB?oc=5" target="_blank">The Old and the New: Can Physics-Informed Deep-Learning Replace Traditional Linear Solvers?</a>  <font color="#6f6f6f">Frontiers</font>

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Physics-informed neural networks for predicting laser-tissue interaction in maxillofacial reconstruction surgery
Naturegeneral

Physics-informed neural networks for predicting laser-tissue interaction in maxillofacial reconstruction surgery

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE04aC1DT2lBNzFtN2tLSFFINGFzZExrdTNkRDVuV3hQSmctUGxjczE0eHd0R19RZzFYR3dPaXNqWl9NVzNPRG1QajVTRUx5N3BYVmVHRGRHMlZSc01jUG9R?oc=5" target="_blank">Physics-informed neural networks for predicting laser-tissue interaction in maxillofacial reconstruction surgery</a>  <font color="#6f6f6f">Nature</font>

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4 Ideas for Physics-Informed Neural Networks that FAILED
Towards Data Sciencetech

4 Ideas for Physics-Informed Neural Networks that FAILED

<a href="https://news.google.com/rss/articles/CBMiowFBVV95cUxONDQ5dS1OQUs5OUc5ZFVibHVCWUJ3NFNUQ3E0dmJNQzdGWG9iRVJzX1NNM0dOZUs2U3RvSHpwcTJNb210U3F3VTA3QVlQXzlWaExkdG5MT19FdWc4RnRSb3o3TUhncnBsNUdvVUc3QzRXMEdDRTFLRkRRNUc1aVZHejlrUnd4VHczV29EOG93bDRaWHJuN1RYcE1uVTYxeGNXXzdJ?oc=5" target="_blank">4 Ideas for Physics-Informed Neural Networks that FAILED</a>  <font color="#6f6f6f">Towards Data Science</font>

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Rapid prediction of cardiac activation in the left ventricle with geometric deep learning: a step towards cardiac resynchronization therapy planning
Naturegeneral

Rapid prediction of cardiac activation in the left ventricle with geometric deep learning: a step towards cardiac resynchronization therapy planning

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBPU0ZFUUpxS19lUWEwdXhPZHJHMnpRaC1YVWpjbVZ5Z05DR1hTam1zOWtudjBuUDIzRV9tcHdDc1ZwSmJKSE1qV3F3U192UDh2U0NMbmdOcE1SRTJQTUpZ?oc=5" target="_blank">Rapid prediction of cardiac activation in the left ventricle with geometric deep learning: a step towards cardiac resynchronization therapy planning</a>  <font color="#6f6f6f">Nature</font>

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Physics-informed neural network with weighted loss and hard constraints for hyperbolic conservation laws
Naturetech

Physics-informed neural network with weighted loss and hard constraints for hyperbolic conservation laws

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBGbldkZnVLTmlDWGlwdzktNXhrajAzNlhTd0QySE5HZ290aW1PbFdYQnFvV2N0SWR1TFhLQWZYUVdBRk9WSDdVcGNtUkp6UjRmblhmdk92M3gtNGtrWTVZ?oc=5" target="_blank">Physics-informed neural network with weighted loss and hard constraints for hyperbolic conservation laws</a>  <font color="#6f6f6f">Nature</font>

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Evaluating physics informed neural networks for water contamination risk prediction and environmental sustainability
Naturetech

Evaluating physics informed neural networks for water contamination risk prediction and environmental sustainability

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1jb05YMnZRVkh0TWh1ZkZEM0ZaTHo2c3BlbnRlS2FnTG5PU002aEpFamsxRXZuaUlQR3E4Z0tKVmdrUHg2bHUteUkwN3lyYklsdTlTcy03bXNPTy14UTZJ?oc=5" target="_blank">Evaluating physics informed neural networks for water contamination risk prediction and environmental sustainability</a>  <font color="#6f6f6f">Nature</font>

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RNA regulation mechanisms study using physics-informed machine learning
Naturegeneral

RNA regulation mechanisms study using physics-informed machine learning

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9nVHdyVGdQc3FrY2ZlbWlObnVSV3MxYS04Q0F6WHRtM202V3NiMXJFNHJSMUZPZ1RvNHlydzQ0MEw4aEZmeXB3VmZWU21SNEtocjdLcnFyQTlQNUx3WEZv?oc=5" target="_blank">RNA regulation mechanisms study using physics-informed machine learning</a>  <font color="#6f6f6f">Nature</font>

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Reconstruction of excitation waves from mechanical deformation using physics-informed neural networks
Naturegeneral

Reconstruction of excitation waves from mechanical deformation using physics-informed neural networks

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBIUXNCZ1ptbE1mMjJuYWZSVWZxaWZDR1otOWxVVFYzdnpfUTNHMWl3WVpJUGdoM0FqV2pRSmJOZ3dnd3ZVaHN4bVJYdmU3aXdmcWtVTHBOSlAtaVliSHJN?oc=5" target="_blank">Reconstruction of excitation waves from mechanical deformation using physics-informed neural networks</a>  <font color="#6f6f6f">Nature</font>

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Neuronal diversity can improve machine learning for physics and beyond | Scientific Reports
Naturegeneral

Neuronal diversity can improve machine learning for physics and beyond | Scientific Reports

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9uS0VnclhENkF0RFoxdVFmbWgtLUIxaThMT0J5NWVTWGlfNGNHdlkwRWlkLWI0Y1JPZVJ5OWU5UE1SRnRndl9rRzFNMjJjWUdZOGNFOGdScTYtZi1xalRZ?oc=5" target="_blank">Neuronal diversity can improve machine learning for physics and beyond | Scientific Reports</a>  <font color="#6f6f6f">Nature</font>

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Wavelets based physics informed neural networks to solve non-linear differential equations
Naturegeneral

Wavelets based physics informed neural networks to solve non-linear differential equations

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9pYTZSdjJIRmtuaURXakJ1bFY3cmFGZmlzRS1aOFBHdXBjZE04VXlVdzJ2ZGVvczdCMmdXLWg2Qnk0UGp1UGZCcUFtMmhxQXlmLTVkWjl4RHRicC1RLU1r?oc=5" target="_blank">Wavelets based physics informed neural networks to solve non-linear differential equations</a>  <font color="#6f6f6f">Nature</font>

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Information-distilled physics informed deep learning for high order differential inverse problems with extreme discontinuities
Naturegeneral

Information-distilled physics informed deep learning for high order differential inverse problems with extreme discontinuities

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9qVGdTd1RmTEVaQXdGZjlhUVFjTjNUQ1VHeTZ6MWFxZnNyNXJWYUZPQ1lOX0NJQWREQ190LVlBUmNWLVVPSGZkY19feDNVT085bUZ6S3cxU2pJcFZwZldn?oc=5" target="_blank">Information-distilled physics informed deep learning for high order differential inverse problems with extreme discontinuities</a>  <font color="#6f6f6f">Nature</font>

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Data-driven solutions and parameter estimations of a family of higher-order KdV equations based on physics informed neural networks
Naturegeneral

Data-driven solutions and parameter estimations of a family of higher-order KdV equations based on physics informed neural networks

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBfWS0zdTJaM2RkWlEtbUM3TzREcVdhOXRITDZWMVZ0ZWNpSFVINENkR01EVU5GbHA2YTlDam1Pc0ZNZHdVV25SYmt2QW1qWTFIOG1lVWxtLS1YQVVxcjdZ?oc=5" target="_blank">Data-driven solutions and parameter estimations of a family of higher-order KdV equations based on physics informed neural networks</a>  <font color="#6f6f6f">Nature</font>

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Using physics-informed derivative networks to solve the forward problem of a free-convective boundary layer problem
Natureworld

Using physics-informed derivative networks to solve the forward problem of a free-convective boundary layer problem

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1ZYVJsN2J2Zjlrd0tBODdVSDI5OEN5VXhRNU1TaHlGeFoyUkRuV3ZDRW5lNDNkaGFGVlNUanB3TkU0bHMwb3AzT1YtN1pna19NV1Q1S3ljRmtFcFVJVEJn?oc=5" target="_blank">Using physics-informed derivative networks to solve the forward problem of a free-convective boundary layer problem</a>  <font color="#6f6f6f">Nature</font>

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Physics-informed neural network with adaptive loss balancing for real-time radiotherapy dose prediction and verification
Naturegeneral

Physics-informed neural network with adaptive loss balancing for real-time radiotherapy dose prediction and verification

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5QS0Y1Z0t2RmNqSzhOUjhVcFpyMkw0Y0EtWUlVMzUtQ1IydGJ6Y0had2h1UHIwdGR4MU8yMjRPeTRWWDFHV3B0WlkxaFI1R0IzQ0wwZk1jVzYwRlVGVWFr?oc=5" target="_blank">Physics-informed neural network with adaptive loss balancing for real-time radiotherapy dose prediction and verification</a>  <font color="#6f6f6f">Nature</font>

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Novel analysis of physics-informed neural networks for solving Cahn-Allen, FitzHugh-Nagumo and Fisher–KPP Models
Naturegeneral

Novel analysis of physics-informed neural networks for solving Cahn-Allen, FitzHugh-Nagumo and Fisher–KPP Models

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9aOFVVbjhzQURvd1hRbVBvYm9PNUhKT08zR1NZNFR6Q01MQURIN1Y4enhzTzJDSEJEMHpaRUQ5dC1CS290cV9yOExVNnVLdkFQd3M0UVhyWm41dGYwMko4?oc=5" target="_blank">Novel analysis of physics-informed neural networks for solving Cahn-Allen, FitzHugh-Nagumo and Fisher–KPP Models</a>  <font color="#6f6f6f">Nature</font>

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Cardiovascular digital twins using a Windkessel physics informed neural network
Naturegeneral

Cardiovascular digital twins using a Windkessel physics informed neural network

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9uYjZ1Q213Q3hNT2N6NWpWRzFsaHlWM2xqdzhnZlR3eU05bWg1alhsQ0w0RmdBVjRQbG5mcmp1bFUwWUtfYXgyYmxSNEhXWGw4NVZweWpyNWUtNVJPdjhV?oc=5" target="_blank">Cardiovascular digital twins using a Windkessel physics informed neural network</a>  <font color="#6f6f6f">Nature</font>

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MoRPI-PINN: a physics-informed framework for mobile robot pure inertial navigation
Naturegeneral

MoRPI-PINN: a physics-informed framework for mobile robot pure inertial navigation

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE56ZC1vdkdOS2hMcHhhLUZ5clRXQjRKaEszb0NTVTNRMDJoNC0zeG9ZNE4yRWlGcUNWNEZKdUJfNjN3SnZtVEZ6N0lmM0ozamhELVozYzZpWnltS1E5b0dv?oc=5" target="_blank">MoRPI-PINN: a physics-informed framework for mobile robot pure inertial navigation</a>  <font color="#6f6f6f">Nature</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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A Physics-Informed Neural Network Model for the Anisotropic Hyperelasticity of the Human Passive Myocardium
Wiley Online Librarygeneral

A Physics-Informed Neural Network Model for the Anisotropic Hyperelasticity of the Human Passive Myocardium

<a href="https://news.google.com/rss/articles/CBMiakFVX3lxTE5faEducFBsWXl0dmtaN3FyWVlaZ05jOTdvdTNDdkRXWWg3ODFNWkVQSy1DbExMWE41dTlsNm5BRTl5bUppSVBUaVFRdVFrU1VIZ0dlbkU5c0JLbU1EeHRrWDBWdGNhQ2VJdXc?oc=5" target="_blank">A Physics-Informed Neural Network Model for the Anisotropic Hyperelasticity of the Human Passive Myocardium</a>  <font color="#6f6f6f">Wiley Online Library</font>

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FunDiff: diffusion models over function spaces for physics-informed generative modeling
Naturescience

FunDiff: diffusion models over function spaces for physics-informed generative modeling

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5WQ2VGUG1Ncmp3c1BvdXgzS3B1aFUtMk9IazczV1ZsWlQ5V3lKLVh3S3ZseUxEekpvYVdIenQ1NFY2aURKZnZPUUE0R3YyLVlVVDRXbjd0VDVlWUJKclRB?oc=5" target="_blank">FunDiff: diffusion models over function spaces for physics-informed generative modeling</a>  <font color="#6f6f6f">Nature</font>

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Modeling global surface dust deposition using physics-informed neural networks
Naturegeneral

Modeling global surface dust deposition using physics-informed neural networks

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9sUWNKMVM4dWVKTUtSZmotTU1sSjF1MmJmTHZGSzlublIzRVBjcHdRdVNjUDZablRBb3prZGFnYVh0QUxZdEZVUU5zcEROaWpBeTVjSGVZOEJiQ0N6cml3?oc=5" target="_blank">Modeling global surface dust deposition using physics-informed neural networks</a>  <font color="#6f6f6f">Nature</font>

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Bridging deep learning force fields and electronic structures with a physics-informed approach
Naturegeneral

Bridging deep learning force fields and electronic structures with a physics-informed approach

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1ndm5qWm9XTHJlRUhyNkhGSmhtZjFISEZuWnNod01QcXdBZERkc0tuNnp1TTNxSG5nNDBCa0RPZDZUa0hIU1hYbThyT29lWmRCd01DSnZDeWZpVllSOTRZ?oc=5" target="_blank">Bridging deep learning force fields and electronic structures with a physics-informed approach</a>  <font color="#6f6f6f">Nature</font>

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Physics-Informed Neural Networks for Estimating a Continuous Form of the Soil Water Retention Curve From Basic Soil Properties
AGU Publicationsgeneral

Physics-Informed Neural Networks for Estimating a Continuous Form of the Soil Water Retention Curve From Basic Soil Properties

<a href="https://news.google.com/rss/articles/CBMieEFVX3lxTFBUMy1qOEZjOWg2UFg2cEl4OGxJX28xVGFscmI5VF9ncUFCR3oxMUxUMWo2UjhkU2ZHXzNTV1pZUmtjenBXVDJfd0ZCbVdwVzRTbkx4QS1vMGkxUXNFMzZOQjM5TVRNdTduXzROd0MzeGRsaWZ4M2F2bQ?oc=5" target="_blank">Physics-Informed Neural Networks for Estimating a Continuous Form of the Soil Water Retention Curve From Basic Soil Properties</a>  <font color="#6f6f6f">AGU Publications</font>

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ST-GPINN: a spatio-temporal graph physics-informed neural network for enhanced water quality prediction in water distribution systems
Naturegeneral

ST-GPINN: a spatio-temporal graph physics-informed neural network for enhanced water quality prediction in water distribution systems

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBZNFZheGFwdW5jd0N4MUNOMDhWX0hJMWFhektYUlFBWnVtaVkxd21GazJ2a2xGZEI5OTVocEVqY0JYRk9MR0NvQlYydXE3WXdpYll4S1JqTW83SzVnYUY4?oc=5" target="_blank">ST-GPINN: a spatio-temporal graph physics-informed neural network for enhanced water quality prediction in water distribution systems</a>  <font color="#6f6f6f">Nature</font>

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Strategies for multi-case physics-informed neural networks for tube flows: a study using 2D flow scenarios
Naturegeneral

Strategies for multi-case physics-informed neural networks for tube flows: a study using 2D flow scenarios

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1YQ3dFTkxrYUg3LWtvTzl6YXpIVXcxdGxfWjE5MEVfWGJ1WmMwZEMyX1FIbWdVb3NGb0R2WGllQkRjZjZjVDM2MUZiZi1Xdk1zY3RLVTVSOE5qWmI4VG5J?oc=5" target="_blank">Strategies for multi-case physics-informed neural networks for tube flows: a study using 2D flow scenarios</a>  <font color="#6f6f6f">Nature</font>

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A physics-informed neural network based on mixed data sampling for solving modified diffusion equations
Naturegeneral

A physics-informed neural network based on mixed data sampling for solving modified diffusion equations

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9McVdNWG45cHdNWC1vVG52cVVnWmFmXzZGYURwQllKWXlqYlhYODhUcmVtaHI1cm5icVZzSTF2NHg4ZkdBYU1sQnliRkxTVVVuZTFHUUF5T29lLUtEQnBv?oc=5" target="_blank">A physics-informed neural network based on mixed data sampling for solving modified diffusion equations</a>  <font color="#6f6f6f">Nature</font>

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