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

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A physics-informed foundation model for rapid high-fidelity structural response prediction
Lead StoryNatureworld
Jul 11

A physics-informed foundation model for rapid high-fidelity structural response prediction

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9jck9OVm83RjlSelpqbDlWLTJaV3VmRVpsMFNESWtLUkp3Z0dCcHR4bzNhTnU1UE1ydlVUOWFBOHB0YkpRbDM0ckFHZnNUbXZJWXhWLW94WDZNUWtfQmxB?oc=5" target="_blank">A physics-informed foundation model for rapid high-fidelity structural response prediction</a>  <font color="#6f6f6f">Nature</font>

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Search Results for "Physics-informed structur"

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29 stories displayed
Philosophical Transactions of the Royal Society A: Physics-informed machine learning and its structural integrity applications
IOM3general

Philosophical Transactions of the Royal Society A: Physics-informed machine learning and its structural integrity applications

<a href="https://news.google.com/rss/articles/CBMi-wFBVV95cUxPTzhHTjZ0Y25KcHNXaWtxamVDTGFRMVNwTkZIcnRYcVNuSTRWVXpCZU10YTJCRjdrY19na1JocUxmbW5pR0NudWIyZDRnQ3BpWEZ2T196QjVJNHE0NVY4bFNfMkhqb0pQMXNnM1B6aTRnN1JCNGhzMzNiVnZxcWs5LUVWUFJJNlFNWDZUOFdZODhZNnp0d3lYam1fWElHcHRLNl9Rd0NuWks4XzhUbWg5a3l5NDJZVWM5c2x3cnE2MGJFTmoxNVdJTmQ3UVhzQkVVQndHWDZHQUVxa3dOODZSM2dZNlVEZ0MwM1hVOWkwTVAwb0QxZDh0bWlaRQ?oc=5" target="_blank">Philosophical Transactions of the Royal Society A: Physics-informed machine learning and its structural integrity applications</a>  <font color="#6f6f6f">IOM3</font>

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Predicting microelectronics performance with physics-informed artificial intelligence
Argonne National Laboratory (.gov)general

Predicting microelectronics performance with physics-informed artificial intelligence

<a href="https://news.google.com/rss/articles/CBMisgFBVV95cUxQVEp1NkxxaDBjbWZ2aVljWEZEc0NTZGVhVTR4R21yZmhSZXlPR2lHdGF6WHdTSVRxX2o3cVd5OFZMcG9TMndIZ3R5Z3dTRU1pUUsxclRkcmUzUkx1ZVFkRWhLY1ltSTNfTjNrcVpNV092X0hJZFYzOGtqVG5CNU5YVGRyQnRJZ25mejRHT1BqUkdRQ3Ryd2pxT0N5YjlwV05JNWsyNHFOcWl0Ql8zNmFSVkZR?oc=5" target="_blank">Predicting microelectronics performance with physics-informed artificial intelligence</a>  <font color="#6f6f6f">Argonne National Laboratory (.gov)</font>

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Physics-informed structural diagnostics of model–data agreement beyond scalar metrics
Naturegeneral

Physics-informed structural diagnostics of model–data agreement beyond scalar metrics

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1VMVN1ZW1MQWlic1NsbFdfZU9id1daY085ZG1iRnZyRUZNcWNzSUVqUV9fOG9tUEVwU0R5NEdrdHV3Zjg2cnA0dUVWNkQ4aDVqZGphbGhTT0V0VndSd1pR?oc=5" target="_blank">Physics-informed structural diagnostics of model–data agreement beyond scalar metrics</a>  <font color="#6f6f6f">Nature</font>

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Discovery of flat-band 2D materials via physics-informed scoring and structure-based learning
Science | AAASgeneral

Discovery of flat-band 2D materials via physics-informed scoring and structure-based learning

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTE5KNmFDN0ZaY05XWGkzaDJUVHN4eG9SaEJFZF9yZF81d0RQakFsUVZ3eUZ6N0dtbTAxdkwwaUFvNHp6YWx3UzdHQ1N3N2dlOUNjcVNXcWtPOG52bUpHeEppWkVzY0c?oc=5" target="_blank">Discovery of flat-band 2D materials via physics-informed scoring and structure-based learning</a>  <font color="#6f6f6f">Science | AAAS</font>

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New physics-based machine-learning method speeds search for 2D quantum materials
Phys.orggeneral

New physics-based machine-learning method speeds search for 2D quantum materials

<a href="https://news.google.com/rss/articles/CBMidEFVX3lxTE1tbkgwdElIbnVueWVVWEtLdUR6cnpvczh1WW1zaTk5NUpCM0FfR3FLRWtwRG5vQ1ZQR1AtYWxWYzVlcnIxMjl3SV93NVk0bTh2X0ZoMVNxZGpPMGhtVDNzaVNlVzRrYWtoZm1nWGVabk9ScF9Q?oc=5" target="_blank">New physics-based machine-learning method speeds search for 2D quantum materials</a>  <font color="#6f6f6f">Phys.org</font>

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Generative Artificial Intelligence in Spectroscopy: What’s New and a Glossary of Terms
Spectroscopy Onlinegeneral

Generative Artificial Intelligence in Spectroscopy: What’s New and a Glossary of Terms

<a href="https://news.google.com/rss/articles/CBMiwwFBVV95cUxOT1hINzJabllpM3dqLVUxa1FYaTlBWl9DSXdOQTV1bFhfSWZoYnZnZ1BSNHd2SnljdXJKVndyWTNheHcxNnRsYXBfalh6U21fc1YzMm1uSmF0dTFES2t0NUswNGJKM25PTXBRUEFmUjFUUDJiM25mSGJfZGUzVi1RUjNwVjlnSjVuV3Vza0NBSExpbk1WSHptLWthZUhBblM4S0lpRHkxMGMxWktSN0U1UTdmS1pVRU1MckdvTzh1WWU4UVk?oc=5" target="_blank">Generative Artificial Intelligence in Spectroscopy: What’s New and a Glossary of Terms</a>  <font color="#6f6f6f">Spectroscopy Online</font>

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The physics-constrained AI breakthrough in aerospace and eVTOL
Engineering.comtech

The physics-constrained AI breakthrough in aerospace and eVTOL

<a href="https://news.google.com/rss/articles/CBMilgFBVV95cUxQa3YtRGs4OTlqN1c2UWRGUGZ0VXdSRW9EcDdWc1FBbkpMWldrSjlxVFQ0YThEb2FlX0lZSVBVLTZhaEczTFZIaFlwcGZybjNISk1HQmt0b0ZVRVJKZ29NX2I3d2VhSUl1ODFxOG1iM09jd01nWFhQZnRmZnZmbjNrSHZRbU5yV0FMb3B1Q1VrTTNudHFwUkE?oc=5" target="_blank">The physics-constrained AI breakthrough in aerospace and eVTOL</a>  <font color="#6f6f6f">Engineering.com</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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CLOUD: A Scalable and Physics-Informed Foundation Model for Crystal Representation Learning
Natureworld

CLOUD: A Scalable and Physics-Informed Foundation Model for Crystal Representation Learning

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9LSm5haFc3dnVPTXU1cmZRNXhNSlNNemxON3oxVGtoSHU5NksySk5GNDdoeFp1ZnpUbUszNFRFcHZHN1l2TU14TGdTbmU5bjJhWjhLSnFhSjBHaVAzU2pJ?oc=5" target="_blank">CLOUD: A Scalable and Physics-Informed Foundation Model for Crystal Representation Learning</a>  <font color="#6f6f6f">Nature</font>

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Unprecedented robustness of physics-informed atomic energy models at and beyond room temperature
Natureworld

Unprecedented robustness of physics-informed atomic energy models at and beyond room temperature

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBmN2dCcDdyMGZndE5KM2ViZnBfcnVsbVZNbzRWejV6dFJWWFJqczZPclBqMFFIckYwWjdqOU9tcHRVcGdxMHZTcXliNVdzMlltcGtsZ3J2ajhGNHRJQW53?oc=5" target="_blank">Unprecedented robustness of physics-informed atomic energy models at and beyond room temperature</a>  <font color="#6f6f6f">Nature</font>

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Accurate protein-protein interactions modeling through physics-informed geometric invariant learning
Naturegeneral

Accurate protein-protein interactions modeling through physics-informed geometric invariant learning

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9OeXdFeVRHa2xZeUMzQ19oQVZLMFVxNVJ3WVdDbmRXamdCVHNQaS10TGxza3Rna1VISFVNZFNrelVxQ25RSm9WYjdnZ1oxdUFqU0VZR0ZBejFUeXBESk1N?oc=5" target="_blank">Accurate protein-protein interactions modeling through physics-informed geometric invariant learning</a>  <font color="#6f6f6f">Nature</font>

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JanusDDG: a physics-informed neural network for sequence-based protein stability via two-fronts attention
Naturegeneral

JanusDDG: a physics-informed neural network for sequence-based protein stability via two-fronts attention

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5mZGlTak1OQS05LXVWSVZaTlY4Y3lkRjA2eXdkd2taTElnVjhBV2pBaUFfMGRGLUhTdTk4YTZpWFI0d1ctQXVMdzFHaXA0aXFfSmVMSGM3LTl4OHZ1Nmc4?oc=5" target="_blank">JanusDDG: a physics-informed neural network for sequence-based protein stability via two-fronts attention</a>  <font color="#6f6f6f">Nature</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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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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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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SPINI: a structure-preserving neural integrator for hamiltonian dynamics and parametric perturbation
Naturegeneral

SPINI: a structure-preserving neural integrator for hamiltonian dynamics and parametric perturbation

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE8xRHZVYmQydExrVkFMc21KSmZ0YkRGcEJfTzRyZVFCUDdGa2F0RUtqNUw0N0NBMXBqRWkzZ0ZPVmlHNW1RUEVtYjlGc2dtTjd0Y3BSOXllT3JOVlQtMDlF?oc=5" target="_blank">SPINI: a structure-preserving neural integrator for hamiltonian dynamics and parametric perturbation</a>  <font color="#6f6f6f">Nature</font>

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ThoR: A Motion-Dependent Physics-Informed Deep Learning Framework with Constraint-Centric Theory of Functional Connections for Rainfall Nowcasting
Naturetech

ThoR: A Motion-Dependent Physics-Informed Deep Learning Framework with Constraint-Centric Theory of Functional Connections for Rainfall Nowcasting

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9ld05YbmxNQU5Wa0N0WTl6UnY3VkpkRnBXVElpVWdfT3FsY056OElZb1R2YUQ3STN5SDBYZWxqODdTb0p4dzRURmU2ZEROM09WWU9jcUdIYk9kT3piamt3?oc=5" target="_blank">ThoR: A Motion-Dependent Physics-Informed Deep Learning Framework with Constraint-Centric Theory of Functional Connections for Rainfall Nowcasting</a>  <font color="#6f6f6f">Nature</font>

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Research on structural damage identification based on temporal power flow graph network
Naturegeneral

Research on structural damage identification based on temporal power flow graph network

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5Nams3dmpmS1VCV3JsbTlrYXdjUUprYmdnVDBPRWNfaGJYNVpfR2JublduTzc1T1ZONTJpTTRvbWlXTTFZLXFkTl9JZmZpVnJTTFhwTGFLSC1COTVNeTFV?oc=5" target="_blank">Research on structural damage identification based on temporal power flow graph network</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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Multi-level physics informed deep learning for solving partial differential equations in computational structural mechanics
Naturegeneral

Multi-level physics informed deep learning for solving partial differential equations in computational structural mechanics

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBiRFVBRzZHbmpWRng5dXJLTEZnUjEwd1kzZHBndXB2ejVtSUJJM19CU2NYQTRScm5HaFVYblA0Z0t5aFpJTWs3Y1pRQmI2UGRKM1BvMVo5cW9PaWYyVGFv?oc=5" target="_blank">Multi-level physics informed deep learning for solving partial differential equations in computational structural mechanics</a>  <font color="#6f6f6f">Nature</font>

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Physics-informed deep learning quantifies propagated uncertainty in seismic structure and hypocenter determination
Naturetech

Physics-informed deep learning quantifies propagated uncertainty in seismic structure and hypocenter determination

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBTNEdVVV9URDRCTE9WanAxdzY0bDllZWc0OTlPNFNaY1hlelZvQWJLUEJ2bE9yTUVrcXFHdE1FYUFaS1JyMWNDS0x6dFJ1TDFyUFlrLUdzbzl3QnRmdzNF?oc=5" target="_blank">Physics-informed deep learning quantifies propagated uncertainty in seismic structure and hypocenter determination</a>  <font color="#6f6f6f">Nature</font>

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Physics-informed modeling of splitting tensile strength of recycled aggregate concrete using advanced machine learning
Naturegeneral

Physics-informed modeling of splitting tensile strength of recycled aggregate concrete using advanced machine learning

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE16aEZLTFhGYjFSVmhnSm5uR1dEQWdIemRDQVpZUnRJb2x2S0lrdWY0VEdTWFFiYkhqcERVaGZZeEl0TmtUY0lOTkdGdVRQWXkzTEUtSXNyOHFVMWxJU19J?oc=5" target="_blank">Physics-informed modeling of splitting tensile strength of recycled aggregate concrete using advanced machine learning</a>  <font color="#6f6f6f">Nature</font>

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Analyses of internal structures and defects in materials using physics-informed neural networks
Science | AAASgeneral

Analyses of internal structures and defects in materials using physics-informed neural networks

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5UbmROYXBEVTdzbFFNVm5vY1QybWExSjZRQ0JrMTlXczZ6N0VON0RCaTV4cVZucF9LZ0F1dFgzWHltenh6UmZNMWJCNHFpWGlCc2MxcUpscG9zcUhFcDBV?oc=5" target="_blank">Analyses of internal structures and defects in materials using physics-informed neural networks</a>  <font color="#6f6f6f">Science | AAAS</font>

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Physics-informed deep learning enables reliable and scalable organoid quantification for drug screening via OCT
Naturegeneral

Physics-informed deep learning enables reliable and scalable organoid quantification for drug screening via OCT

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9VQ3lSWjhPM1VTRDZKU0dsbXFzaG1VRjFrRy03V3l3ZVptWjJVeHpRLTBlQnhCS21zSEtfQ2NDVXZaaDU0Y3FuVTNYMzY0Z25tcVFPY1JueDdNdTRzTENB?oc=5" target="_blank">Physics-informed deep learning enables reliable and scalable organoid quantification for drug screening via OCT</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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A physics-informed machine learning framework for accelerated discovery of single-phase B2 multi-principal element intermetallics
Naturegeneral

A physics-informed machine learning framework for accelerated discovery of single-phase B2 multi-principal element intermetallics

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE8wWGFFSHVvcm1VaEFtdmxzcHE3ZG84ZWpvcnphTWtBd2JVZFgxdWdWRkhSY3Z1b2FLNEM0LS10Nk10bVhDRERWZjdUQ2d1T2ZqOE1jYUhRY0ltbjFHRjgw?oc=5" target="_blank">A physics-informed machine learning framework for accelerated discovery of single-phase B2 multi-principal element intermetallics</a>  <font color="#6f6f6f">Nature</font>

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Flexcompute and Northrop Grumman Reduce Space Mission Preparation Time by 100X Using AI Physics Models, Enabled by NVIDIA
The Malaysian Reservetech

Flexcompute and Northrop Grumman Reduce Space Mission Preparation Time by 100X Using AI Physics Models, Enabled by NVIDIA

<a href="https://news.google.com/rss/articles/CBMi9wFBVV95cUxPaVpxVTc4UVNjSWJNQ3JiaFRNcEVOWWQ4ajAyZG1kTTEyMEVsODk4b25UY0dKZHJhR2RIY3NneDBfLUVyMFNkeWxLN09LeE1hVVBuOTB5Nl81ZHlSeDRXMUJOZVlfaUpDc2tRUTc4LVFfQi1kdE1rUU9iajZJblQ5eVJ2dFl4OTJVQWVnbXlUNkJ4cERhLTc1MzlJckZ6eDd6QUNrNnpYQ1phOGF2V0wtbFdlY3JyM0x4bUVSUzhFZWo1UXpRaU1aeGJ2emdhNm94Nmh6aFJoRnBiMkplRXN1ZzRNUjBsckZhOXBpT0lTRHFfNmxFMWZz?oc=5" target="_blank">Flexcompute and Northrop Grumman Reduce Space Mission Preparation Time by 100X Using AI Physics Models, Enabled by NVIDIA</a>  <font color="#6f6f6f">The Malaysian Reserve</font>

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Physics-informed AI framework for multiscale design, discovery, and optimization of polymer nanocomposite microstructures using neural operators
Naturetech

Physics-informed AI framework for multiscale design, discovery, and optimization of polymer nanocomposite microstructures using neural operators

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBVQXR5NHFScUJJU1NMVkhJdi04ZENuMTdUTHZCVFloU0FFbVBZMTNNa0lxLW5DdDlqVnlSYS1MWjhsOXB2dF9oSmtrZ1QxeTdIeWxJeENpNmM2S2pQbjFj?oc=5" target="_blank">Physics-informed AI framework for multiscale design, discovery, and optimization of polymer nanocomposite microstructures using neural operators</a>  <font color="#6f6f6f">Nature</font>

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Physics-informed Hamiltonian learning for large-scale optoelectronic property prediction
Naturegeneral

Physics-informed Hamiltonian learning for large-scale optoelectronic property prediction

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1zTkdiRkxUZkFQQzZ5d0wyNzhEa3NXUzBIVUtEeHBNSDQ5dnVITm5PTTByeWIyZmtYMFRLYjlWbDA0RE9sUWRSM3VMcmxEdTZvVUt5MndFNWlGSHNmTElz?oc=5" target="_blank">Physics-informed Hamiltonian learning for large-scale optoelectronic property prediction</a>  <font color="#6f6f6f">Nature</font>

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"Physics-informed structur" — Live Google News Trends & Headlines