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

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Physics-informed deep learning for molecular solubility prediction: integrating thermodynamic constraints with neural network architectures
Lead StoryNaturetech
Apr 27

Physics-informed deep learning for molecular solubility prediction: integrating thermodynamic constraints with neural network architectures

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE84VVktNmtuUjFsX1NqbTh0Rkxfb2xPZUJRbHM3dUpVZFF3TWtYQkg2N2ZTVTBWZHJGWmtDTXVPTjVwRnozb19MeDJyM29oOEhaMmxSYmg2RFFmMFNSZWxz?oc=5" target="_blank">Physics-informed deep learning for molecular solubility prediction: integrating thermodynamic constraints with neural network architectures</a>  <font color="#6f6f6f">Nature</font>

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Search Results for "Physics-informed deep lea"

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29 stories displayed
Physics-informed deep learning for robust trajectory prediction in automated driving
Naturegeneral

Physics-informed deep learning for robust trajectory prediction in automated driving

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBQTTdIaFZDc1g2X3ZyQ1VKMDlUQk8xOGpQOUdacnFwSWszMTR5UW5laXExLXNVcW9rcnNLQW5RR2RjSmF2NmRlQ2hjb2ZlMzY2bndZNk1uRHZVZ0tNQU1r?oc=5" target="_blank">Physics-informed deep learning for robust trajectory prediction in automated driving</a>  <font color="#6f6f6f">Nature</font>

Three‐Dimensional Crustal Deformation Analysis Using Physics‐Informed Deep Learning - Okazaki - 2026
AGU Publicationsgeneral

Three‐Dimensional Crustal Deformation Analysis Using Physics‐Informed Deep Learning - Okazaki - 2026

<a href="https://news.google.com/rss/articles/CBMieEFVX3lxTE56TnZoUmpwMFVJbDUxR3cwM2szT3ZFeFlVZllTOUZ2TURkSXhVTzFGTnBTR3VRUDRPWXprb3VxaTJMbEhOb0hfSFhsaElGbkhZLURUZ1QzSjBob2pBQVFFcjdRekF6RExLbHRtdTU3UFJkRlFCX2QwZA?oc=5" target="_blank">Three‐Dimensional Crustal Deformation Analysis Using Physics‐Informed Deep Learning - Okazaki - 2026</a>  <font color="#6f6f6f">AGU Publications</font>

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>

AI, Machine Learning and Deep Learning Advances in the Photothermal, Photoacoustic and Diffusion Wave Sciences and Technologies
AIP Publishing LLCtech

AI, Machine Learning and Deep Learning Advances in the Photothermal, Photoacoustic and Diffusion Wave Sciences and Technologies

<a href="https://news.google.com/rss/articles/CBMinwJBVV95cUxNdk5aQWxkRFZOMzU0X0NGUnA0U2EyR3NjQ1UwcEEtQm9saHlhNjYzNS1qX3czTlRiM0dSRDlRV3pNY2UzSFpFMDJFejNZRG5JZW8zV3hXMXZYU0xaT3NsNkZqbkRKZllxLTVJSE5BU2hXZ3NRd1VyU3RZbE9RYmRvSHRudWd4MVd6RXhYYlRPZ3RkcDA3RHBFVVRfUlRQZkF4YktET3hfR291UFY0NDVNUTZ1MXRkNzRpR25majFoNnhGNV9ubXFITUUyRW9XRXo5MWxXVEdyWmVHU0ROU2lQckpqRVJyVHlQQjNMMFp1VTlsdnlmcTZiSkt2RVlzSEdBSmlWMU9tZ1RHMDNSZF9iNWh3QUtLWTJEcHFwNFpHOA?oc=5" target="_blank">AI, Machine Learning and Deep Learning Advances in the Photothermal, Photoacoustic and Diffusion Wave Sciences and Technologies</a>  <font color="#6f6f6f">AIP Publishing LLC</font>

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>

Frontier AI in computational civil engineering: a review of graph, sequence, physics-informed deep learning, and beyond (2020–2025)
EurekAlert!tech

Frontier AI in computational civil engineering: a review of graph, sequence, physics-informed deep learning, and beyond (2020–2025)

<a href="https://news.google.com/rss/articles/CBMiXEFVX3lxTE1vUTZ0akVXN3htdXpEVlFfSF9qdkI4ZDV6QWZ0Rm93Vkp1UWFRZlRic0w5cTRQTkpLX3dqRThfdTJDOUV0UGRKNnJDMS1sMnBsZ19OVkNVTm5aX2t0?oc=5" target="_blank">Frontier AI in computational civil engineering: a review of graph, sequence, physics-informed deep learning, and beyond (2020–2025)</a>  <font color="#6f6f6f">EurekAlert!</font>

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>

Physics-Informed Deep Learning for Revealing the Evolutionary Characteristics of Landslides Induced by Rainfall Process
AGU Publicationstech

Physics-Informed Deep Learning for Revealing the Evolutionary Characteristics of Landslides Induced by Rainfall Process

<a href="https://news.google.com/rss/articles/CBMieEFVX3lxTE9rTGVVRUZIc1hOYk9udGtDMVZ3amJDRUVJUkhVNTdBUHJEUUctaG1nejhITjEteXFWZFk4NF92RjFKZ01IVzF3bUFILWp2WDVnQWRablRDbWRfU1VmeDJOUE9MS0lKNmQzSVQ3SkJFNVp3azBFN3FIQg?oc=5" target="_blank">Physics-Informed Deep Learning for Revealing the Evolutionary Characteristics of Landslides Induced by Rainfall Process</a>  <font color="#6f6f6f">AGU Publications</font>

Physics-informed deep learning-based adaptive beamforming for phased array weather radar
Naturegeneral

Physics-informed deep learning-based adaptive beamforming for phased array weather radar

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5TWlF6S25TRzVtOUpCQXBmMHBuNWwzdVVFNHdjcFlWMWw2UGQ1OFI3STAtb3d0OFNvV3RDeGxyaFVOcEZuMDE1akc5alg4TkVXY2lhTlVKTjR2bzVXaFBj?oc=5" target="_blank">Physics-informed deep learning-based adaptive beamforming for phased array weather radar</a>  <font color="#6f6f6f">Nature</font>

Physics-informed deep learning enables fast ultrahigh-resolution nuclear magnetic resonance spectroscopy
Naturegeneral

Physics-informed deep learning enables fast ultrahigh-resolution nuclear magnetic resonance spectroscopy

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE55TnNjaTVMQjZYRGgydGlZWU5XdUtLU1ZzS0RhUGVqS2t4eEZiWVNuZTBkR0dxa0RHRm82NjcyNEVOSzk2TU5sWDFxWWs3ZGlzOHozNEZ6Q3Y3d0ljU25Z?oc=5" target="_blank">Physics-informed deep learning enables fast ultrahigh-resolution nuclear magnetic resonance spectroscopy</a>  <font color="#6f6f6f">Nature</font>

Hybrid physics-informed machine learning framework for calibration-free degradation prediction of lithium-ion batteries
Naturegeneral

Hybrid physics-informed machine learning framework for calibration-free degradation prediction of lithium-ion batteries

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE14M2Q5UHRFTHZ2eDZ6RmktMkJBMFR2V2lkdXg4RUR2TzZnZ0o0cUh4RTdZLTBWWU5NblR6cnhYbFJzSGNfckkwVXpKbDNjWEVVaG4tbkR0MXVXcU5nQ0c4?oc=5" target="_blank">Hybrid physics-informed machine learning framework for calibration-free degradation prediction of lithium-ion batteries</a>  <font color="#6f6f6f">Nature</font>

Physics-informed machine learning for spectrum prediction in phosphorescent OLEDs
Naturegeneral

Physics-informed machine learning for spectrum prediction in phosphorescent OLEDs

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1CdDZHdVYwajd0Y25VQWtFcE5xYXl4V3FFZDE1Y2gwdzlRSU4ySE5Mc1lFV1Z0ZjREay00dGtSZXhWYXhwbnVyc0tJdGlHN2pGWlQ2SXRqajEwOEJNRVVn?oc=5" target="_blank">Physics-informed machine learning for spectrum prediction in phosphorescent OLEDs</a>  <font color="#6f6f6f">Nature</font>

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>

Physics informed machine learning for predictive toxicology and optimization of curcumin nanocarriers
Naturegeneral

Physics informed machine learning for predictive toxicology and optimization of curcumin nanocarriers

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9VblhvUmRhRWpUVFZlUmJiN2Q3S1g5WWR4UEhBQ1R5bk5NTWd4UUl3RnZxOUlwNF9RWm0tX2ZlV2hPaXBOMkVTcnY4WE9sd2VuZWxWQ0dZb2taNUZabm5r?oc=5" target="_blank">Physics informed machine learning for predictive toxicology and optimization of curcumin nanocarriers</a>  <font color="#6f6f6f">Nature</font>

Physics-informed hybrid reinforcement learning for estimating lithium-ion battery state of health
Naturescience

Physics-informed hybrid reinforcement learning for estimating lithium-ion battery state of health

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5RalNoWktNdlU3X3FtVXhZQmw5bm82NnJvS2lZQVV5U0RFcG9kVHdkbXlDdDRsVTlCcE1qRkxEY3JfQS1XcGMyMXQ1UXNJcmVNbVRzTUdLdGZjaGdxMlJR?oc=5" target="_blank">Physics-informed hybrid reinforcement learning for estimating lithium-ion battery state of health</a>  <font color="#6f6f6f">Nature</font>

Fast electromagnetic field simulation using a current-density- based physics-informed neural network
Naturegeneral

Fast electromagnetic field simulation using a current-density- based physics-informed neural network

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5yM0JSSkVsZkkzTmZZRy1yUDZqZ09DNElBM00tTlM1YXNfU3cxY2g1LWpPT2tWZGVkS1YwWXNBRWNEYzFXdU44MTZmSUlGejMxNDd2Z1VXMjVLaXVzTFBv?oc=5" target="_blank">Fast electromagnetic field simulation using a current-density- based physics-informed neural network</a>  <font color="#6f6f6f">Nature</font>

Unsupervised spectra information extraction using physics-informed neural networks in the presence of non-linearities and multi-agent problems
Natureworld

Unsupervised spectra information extraction using physics-informed neural networks in the presence of non-linearities and multi-agent problems

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9MeWQ4LWpVc2FRaG0xV2NJNFZrV09fSm1GSkpNQ2pTbmlGQWxuRkhwaHNTOTFwY2ppSlQwdkNKbm9odVM1ck9RNmpydWlfTHpuNC1RNThOaHVabmV2SGZz?oc=5" target="_blank">Unsupervised spectra information extraction using physics-informed neural networks in the presence of non-linearities and multi-agent problems</a>  <font color="#6f6f6f">Nature</font>

A physics-informed deep learning approach for 3D acoustic impedance estimation from seismic data: application to an offshore field in the Southwest Iran | Scientific Reports
Naturegeneral

A physics-informed deep learning approach for 3D acoustic impedance estimation from seismic data: application to an offshore field in the Southwest Iran | Scientific Reports

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5vaDhQdktvemRtOHdOZjR5c2tickRvZUV3cDNHczBGWktHRnFDR2o2ZW02c3Qxa1BZVjlDNDJsalF5MXFaVm9TVnRES1d0bVA0UWI2OXJ3VkNmazBGV1A0?oc=5" target="_blank">A physics-informed deep learning approach for 3D acoustic impedance estimation from seismic data: application to an offshore field in the Southwest Iran | Scientific Reports</a>  <font color="#6f6f6f">Nature</font>

Automated design for physics-informed modeling with convolutional neural networks
Naturegeneral

Automated design for physics-informed modeling with convolutional neural networks

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBGbWxvNTB6UUR1N1UyWVZQTDBrVTdIUlhWRmRMejU1Tmtid29kUzhNN3Y0NGdhQS1Qa1VBQjl4cERNQnNNQWR1b2dCVHM0eWx3cGhjMjNZckpGd2tPZUtr?oc=5" target="_blank">Automated design for physics-informed modeling with convolutional neural networks</a>  <font color="#6f6f6f">Nature</font>

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>

Deep operator learning for blood flow modelling in stenosed vessels
Naturegeneral

Deep operator learning for blood flow modelling in stenosed vessels

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9ZVkREV0xpSlF6MjZhVVRJZ0Z1bTR5XzExQy1yNDVJV3N6T0UyRE9PbzJIQkJ0djJEUmxIQXBIZnBGTW03c19EZy1GV0dUQ3RXbEpGWUFBeVRHbGd0MFlN?oc=5" target="_blank">Deep operator learning for blood flow modelling in stenosed vessels</a>  <font color="#6f6f6f">Nature</font>

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>

Physics-informed machine learning
Naturegeneral

Physics-informed machine learning

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFAyX21lQWpmcm52cjd4Y1ZXSy1lTlZEelQ0clR5LXhMd2pWM1R4LTdoRkR4azkzZFlUem1QMkFYLTNkMEVmN25UNlNuS2JEQkM2QS1KZXVZRnNZbTRFeGFF?oc=5" target="_blank">Physics-informed machine learning</a>  <font color="#6f6f6f">Nature</font>

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>

Largest Earthquake Study Ever Conducted Using Physics-Informed Deep Learning
The Ritz Heraldgeneral

Largest Earthquake Study Ever Conducted Using Physics-Informed Deep Learning

<a href="https://news.google.com/rss/articles/CBMiogFBVV95cUxNeFBqMGlzXzUxdUNLZnJmc2swZS1tOHVGRTV2Mkp0WmpmS1NsdEF2TjRUSnBMVDVoYmExcmlseXJ0TzNETmlEb2lwQkFfdlFzVHg0MUVnM0ViN0dtT2h4RENST3FRVkNpUE5URnVjZEhoSnVIRXlCUEFlVTg4eWk2c3RuTVhhV09pbWFVWlRhZjdaSV93c1VKV1Q0RklYWmd6N1E?oc=5" target="_blank">Largest Earthquake Study Ever Conducted Using Physics-Informed Deep Learning</a>  <font color="#6f6f6f">The Ritz Herald</font>

Physics-informed deep learning approach for modeling crustal deformation
Naturegeneral

Physics-informed deep learning approach for modeling crustal deformation

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5relZ2a01oTlYxUmhael9DQUlPbEFXVHpKcmF4NG5uWjE5dWNxVEU2cDVUQ25HUFRkYWIzSFZVWTU3VWZGRDhEU1Ixd3Z4cW1STk5TWS0teE5TdDF4TWlB?oc=5" target="_blank">Physics-informed deep learning approach for modeling crustal deformation</a>  <font color="#6f6f6f">Nature</font>

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>

A physics-informed deep learning liquid crystal camera with data-driven diffractive guidance
Naturegeneral

A physics-informed deep learning liquid crystal camera with data-driven diffractive guidance

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFA0Z0dKNnJEaHloYlhPaEFJVmVObUtMcVB0a0NjUkJ4SnFHNDNlUFp6T2VqQ1NrRG43VG1HMkpGNXhwbG1uSXlXY1hNT083QWJNZExQbDZBNTc4ak5La3JF?oc=5" target="_blank">A physics-informed deep learning liquid crystal camera with data-driven diffractive guidance</a>  <font color="#6f6f6f">Nature</font>

DeepInMiniscope: Deep learning–powered physics-informed integrated miniscope
Science | AAASgeneral

DeepInMiniscope: Deep learning–powered physics-informed integrated miniscope

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1vTkpzdEljU0xIckZfUDgzZFhGWHpaZ2UxVWdzcEI2SlZnREVIMlMydjkxNGVnYU1aOU9qaktZTjNhMkRNU0xWeXc2bDV2dEtuV0FsUjJPWmM0R1lpN3hZ?oc=5" target="_blank">DeepInMiniscope: Deep learning–powered physics-informed integrated miniscope</a>  <font color="#6f6f6f">Science | AAAS</font>

"Physics-informed deep lea" — Live Google News Trends & Headlines