Latest Articles for Neural Network

Machine Learning A New Method for Solving PDEs

Boundary Ehrenpreis-Palamodov Gaussian Processes improves accuracy in solving PDEs.

Jianlei Huang, Marc Härkönen, Markus Lange-Hegermann

2025-04-22T11:55:30+00:00 ― 5 min read

Computer Vision and Pattern Recognition Understanding Image Segmentation and Its Uncertainty

Learn about image segmentation, its techniques, and the importance of uncertainty in analysis.

M. M. A. Valiuddin, R. J. G. van Sloun, C. G. A. Viviers

2025-04-22T03:57:00+00:00 ― 8 min read

Machine Learning JENN: Transforming Weather Forecasting with AI

A new approach using neural networks improves accuracy in weather predictions.

Xiaoxu Tian

2025-04-21T02:37:32+00:00 ― 6 min read

Machine Learning VISTA: Shedding Light on Neural Networks

VISTA offers a new way to visualize neural networks and their internal workings.

Tom White

2025-04-20T01:19:12+00:00 ― 5 min read

Computer Vision and Pattern Recognition Radar Technology Could Change Face Reconstruction

Radar is shaping the future of 3D facial reconstruction.

Valentin Braeutigam, Vanessa Wirth, Ingrid Ullmann

2025-04-20T00:31:03+00:00 ― 4 min read

Machine Learning Simplifying Neural Networks with OMENN

A new method clarifies how neural networks make decisions.

Adam Wróbel, Mikołaj Janusz, Bartosz Zieliński

2025-04-19T22:54:45+00:00 ― 8 min read

Image and Video Processing Improving Cone-Beam CT with DiffVox

DiffVox offers a faster, safer method for medical imaging.

Mohammadhossein Momeni, Vivek Gopalakrishnan, Neel Dey

2025-04-18T09:16:12+00:00 ― 6 min read

Machine Learning Neural Networks: Measuring Distances Over Intensity

New insights suggest neural networks focus more on distances than signal strengths.

Alan Oursland

2025-04-18T04:58:28+00:00 ― 5 min read

Neural and Evolutionary Computing Revolutionizing Neural Networks with JPC

Discover how JPC transforms predictive coding for faster AI learning.

Francesco Innocenti, Paul Kinghorn, Will Yun-Farmbrough

2025-04-17T18:45:00+00:00 ― 6 min read

Computer Vision and Pattern Recognition Guarding AI: The Role of MLVGMs in Image Security

Learn how MLVGMs help protect computer vision systems from adversarial attacks.

Dario Serez, Marco Cristani, Alessio Del Bue

2025-04-16T14:39:45+00:00 ― 7 min read

Computer Vision and Pattern Recognition Revolutionary Methods for Tracking Sea Temperatures

New deep learning techniques improve sea surface temperature measurements despite cloud cover challenges.

Andrea Asperti, Ali Aydogdu, Emanuela Clementi

2025-04-16T06:38:15+00:00 ― 6 min read

Quantum Physics Optimizing Quantum Computing with Neural Networks

Researchers use neural networks for better quantum frequency optimization.

Bin-Han Lu, Peng Wang, Qing-Song Li

2025-04-16T05:35:50+00:00 ― 8 min read

Applications Improving Climate Model Predictions with New Methods

A new approach to enhance the accuracy of climate models.

Reetam Majumder, Shiqi Fang, A. Sankarasubramanian

2025-04-16T02:06:38+00:00 ― 6 min read

Materials Science Revolutionizing Copper Research with CuXASNet

CuXASNet speeds up X-ray absorption spectroscopy for copper materials.

Samuel P. Gleason, Matthew R. Carbone, Deyu Lu

2025-04-15T00:08:28+00:00 ― 5 min read

Nuclear Theory Unlocking Atomic Secrets with Neural Networks

Discover how artificial intelligence aids in nuclear physics research.

Weiguang Jiang, Tim Egert, Sonia Bacca

2025-04-14T21:45:10+00:00 ― 8 min read

Image and Video Processing Enhancing CT Imaging with Self-Supervised Denoiser Framework

New techniques improve CT scan images without high-quality data.

Emilien Valat, Andreas Hauptmann, Ozan Öktem

2025-04-14T16:26:24+00:00 ― 5 min read

Machine Learning The Complicated Dance of Superposition and Active Learning

Exploring the challenges of superposition in machine learning with active learning.

Akanksha Devkar

2025-04-14T00:04:03+00:00 ― 7 min read

High Energy Physics - Phenomenology The Top Quark: A Key to New Physics

Discover how the top quark could reveal unknown forces in particle physics.

E. Abasov, E. Boos, V. Bunichev

2025-04-12T20:23:38+00:00 ― 6 min read

Methodology Understanding Extreme Weather Events

A look into the challenges and studies of extreme weather.

Lorenzo Dell'Oro, Carlo Gaetan

2025-04-12T06:33:20+00:00 ― 6 min read

Numerical Analysis Revolutionizing CT Imaging with Deep Guess Acceleration

A new method improves CT scans by combining deep learning with image reconstruction.

Elena Loli Piccolomini, Davide Evangelista, Elena Morotti

2025-04-12T01:53:00+00:00 ― 6 min read

Machine Learning Unlocking Causal Insights in Spatial Data

New methods enhance causal analysis of spatial data using neural networks.

Ziyang Jiang, Zach Calhoun, Yiling Liu

2025-04-11T11:52:48+00:00 ― 6 min read

Computer Vision and Pattern Recognition Revolutionizing Dynamic View Rendering

Discover the latest advancements in capturing motion through innovative rendering techniques.

Bingbing Hu, Yanyan Li, Rui Xie

2025-04-11T11:04:39+00:00 ― 8 min read

Artificial Intelligence Unlocking Complex Relationships: Graphs and Neural Networks

Dive into the world of graphs, hypergraphs, and neural networks.

Takaaki Fujita

2025-04-10T12:35:20+00:00 ― 9 min read

Cosmology and Nongalactic Astrophysics Revealing the Secrets of Galaxies with Neural Networks

Discover how neural networks analyze galactic rotation curves to unveil cosmic mysteries.

Bihag Dave, Gaurav Goswami

2025-04-09T17:33:34+00:00 ― 7 min read

Robotics Robotic Navigation: Smart Paths and Distance Fields

Discover how robots optimize movement using distance fields and geodesic flows.

Yiming Li, Jiacheng Qiu, Sylvain Calinon

2025-04-07T10:46:39+00:00 ― 7 min read

Numerical Analysis Neural Networks: A New Tool for Solving PDEs

Discover how neural networks are transforming the approach to solving partial differential equations.

Zhongshuo Lin, Yifan Wang, Hehu Xie

2025-04-07T04:40:20+00:00 ― 5 min read

Analysis of PDEs Simplifying Complex Dynamics with Autoencoders

A new model streamlines population dynamics, helping researchers predict changes effectively.

Kanav Singh Rana, Nitu Kumari

2025-04-06T18:01:00+00:00 ― 6 min read

Machine Learning Teaching Computers to Learn Complex Patterns

Researchers tackle the challenges of high-degree parities in computer learning.

Emmanuel Abbe, Elisabetta Cornacchia, Jan Hązła

2025-04-05T20:15:27+00:00 ― 4 min read

Machine Learning Harnessing LLMs for Accurate Time Series Forecasting

Discover a new method to improve time series predictions using Large Language Models.

Jayanie Bogahawatte, Sachith Seneviratne, Maneesha Perera

2025-04-05T11:25:48+00:00 ― 7 min read

Neural and Evolutionary Computing Reinventing Neural Training with Particle Swarm Optimization

A new method lets neurons work independently, enhancing neural network training.

Deepak Kumar

2025-04-04T06:32:24+00:00 ― 7 min read

Computer Vision and Pattern Recognition Revolutionizing Biometric Security with PPG

A new method combines fingerprints and blood flow detection for secure identity verification.

Xue Xian Zheng, M. M. Ur Rahma, Bilal Taha

2025-04-04T05:44:15+00:00 ― 5 min read

Artificial Intelligence Simplifying Neural Network Specifications

Automated methods improve neural network reliability through robust specifications.

Isha Chaudhary, Shuyi Lin, Cheng Tan

2025-04-04T04:45:18+00:00 ― 6 min read

Numerical Analysis Deep Operator BSDE: A Game Changer in Financial Predictions

A new method combines neural networks with BSDEs for better financial insights.

Giulia Di Nunno, Pere Díaz Lozano

2025-04-03T07:26:10+00:00 ― 6 min read

Systems and Control Transforming Power Flow Analysis with PINN4PF

Learn how PINN4PF is changing power flow analysis for electrical systems.

Zeynab Kaseb, Stavros Orfanoudakis, Pedro P. Vergara

2025-04-03T04:04:48+00:00 ― 7 min read

Fluid Dynamics GLONET: The Future of Ocean Forecasting

AI-driven model GLONET is transforming how we predict ocean conditions.

Anass El Aouni, Quentin Gaudel, Charly Regnier

2025-04-02T12:00:26+00:00 ― 8 min read

Machine Learning Predicting Student Success in Online Learning

A smart approach to foresee student performance and provide timely support.

Naveed Ur Rehman Junejo, Muhammad Wasim Nawaz, Qingsheng Huang

2025-04-01T22:21:54+00:00 ― 6 min read

Cosmology and Nongalactic Astrophysics New Machine Learning Model Reveals Galaxy Cluster Secrets

A new method uses ML to measure mass accretion rates in galaxy clusters.

John Soltis, Michelle Ntampaka, Benedikt Diemer

2025-04-01T19:17:20+00:00 ― 6 min read

Systems and Control Revolutionizing Space Missions with Smart Networks

Advanced machine learning transforms how spacecraft coordinate in space.

Taehyeun Kim, Anouck Girard, Ilya Kolmanovsky

2025-03-30T11:15:00+00:00 ― 7 min read

Cryptography and Security MOFHEI: The Future of Data Privacy in Machine Learning

MOFHEI transforms machine learning for better privacy and efficiency.

Parsa Ghazvinian, Robert Podschwadt, Prajwal Panzade

2025-03-26T14:41:33+00:00 ― 6 min read

Machine Learning Fast-Tracking Neural Networks with FlashRNN

Discover how FlashRNN enhances traditional RNNs for speed and efficiency.

Korbinian Pöppel, Maximilian Beck, Sepp Hochreiter

2025-03-25T21:02:15+00:00 ― 5 min read