Neural Network

Machine Learning AutoSciLab: The Future of Scientific Discovery

Automated labs are transforming how scientists conduct experiments and analyze data.

Saaketh Desai, Sadhvikas Addamane, Jeffrey Y. Tsao

2025-02-25T15:24:40+00:00 ― 7 min read

Machine Learning Adaptive Sampling: A Smart Way to Farm

Learn how adaptive sampling improves farming decisions and crop yields.

Giorgio Morales, John Sheppard

2025-02-24T05:22:38+00:00 ― 7 min read

Pharmacology and Therapeutics Advancing Precision Medicine with Machine Learning

New model improves drug dosing accuracy for individual patients using machine learning.

Holger Froehlich, D. Valderrama, O. Teplytska

2025-02-23T16:21:25+00:00 ― 5 min read

Geophysics Revolutionizing Urban Traffic Monitoring with DAS

Discover how Distributed Acoustic Sensing changes traffic monitoring in cities.

Khen Cohen, Liav Hen, Ariel Lellouch

2025-02-21T03:08:24+00:00 ― 6 min read

Optimization and Control AI's Role in Engineering: A New Era of Accuracy

Discover how AI is improving engineering solutions through innovative models and techniques.

John M. Hanna, Irene E. Vignon-Clementel

2025-02-20T13:48:50+00:00 ― 6 min read

Quantitative Methods Revolutionizing Heart Care with MitraClip Technology

Discover how AI enhances MitraClip procedures for heart conditions.

Riccardo Munafò, Simone Saitta, Luca Vicentini

2025-02-19T11:49:30+00:00 ― 6 min read

Computation and Language Breaking Language Barriers with AI Translation

AI technology transforms how languages connect and communicate effectively.

Vageesh Saxena, Sharid Loáiciga, Nils Rethmeier

2025-02-18T05:34:21+00:00 ― 6 min read

Computer Vision and Pattern Recognition Driving into the Future: Self-Driving Cars and Confidence

Discover how researchers are boosting the reliability of self-driving cars.

Dominik Werner Wolf, Alexander Braun, Markus Ulrich

2025-02-16T17:27:36+00:00 ― 7 min read

Machine Learning Exposing the Hidden Vulnerabilities of Neural Networks

Neural networks are powerful but have critical weaknesses that can lead to errors.

Jun-Jie Zhang, Jiahao Song, Xiu-Cheng Wang

2025-02-16T02:07:52+00:00 ― 5 min read

Neural and Evolutionary Computing Neuromorphic Computing: A Smart Future

Discover how neuromorphic computing is changing the way machines learn and process information.

Béna Gabriel, Wunderlich Timo, Akl Mahmoud

2025-02-12T21:10:21+00:00 ― 6 min read

Bioinformatics Fighting Cancer: The Quest for Effective Drug Combinations

Researchers explore new methods to improve cancer treatment through better drug combinations.

Alexandra M. Wong, Lorin Crawford

2025-02-12T17:28:12+00:00 ― 6 min read

Epidemiology Evaluating Treatment Effectiveness Using EHR Data

Research aims to enhance understanding of treatment impacts through electronic health records.

Yunzhe Qian, Bowen Ma

2025-02-11T22:19:00+00:00 ― 7 min read

Computer Vision and Pattern Recognition Revolutionizing Smartphone Photography with Advanced Lens Design

Discover how new lens technologies enhance image quality in mobile photography.

Zheng Ren, Jingwen Zhou, Wenguan Zhang

2025-02-09T22:03:16+00:00 ― 8 min read

Machine Learning Meet jinns: The Game Changer for Neural Networks

jinns enhances physics-informed neural networks for diverse real-world applications.

Hugo Gangloff, Nicolas Jouvin

2025-02-09T19:30:10+00:00 ― 7 min read

Computer Vision and Pattern Recognition Revolutionizing Color Storage with Neural Networks

Discover a smarter way to store and apply color LUTs.

Vahid Zehtab, David B. Lindell, Marcus A. Brubaker

2025-02-09T17:39:18+00:00 ― 7 min read

Machine Learning Balancing Energy Supply and Demand with Neural Networks

Learn how neural networks improve energy management and predict future needs.

Van Truong Vo, Samad Noeiaghdam, Denis Sidorov

2025-02-07T08:48:40+00:00 ― 6 min read

Disordered Systems and Neural Networks Unraveling the Mysteries of Neural Networks

Dive into the complexities of how neural networks learn and interact.

P. Baglioni, L. Giambagli, A. Vezzani

2025-02-07T04:46:24+00:00 ― 7 min read

Computation and Language NeSyCoCo: A New Era in AI Understanding

NeSyCoCo enhances AI's ability to link language and visuals effectively.

Danial Kamali, Elham J. Barezi, Parisa Kordjamshidi

2025-02-06T23:55:57+00:00 ― 7 min read

Machine Learning Revolutionizing Battery Charge Predictions

A new method improves how we predict battery charge levels.

Giovanni Pollo, Alessio Burrello, Enrico Macii

2025-02-05T20:38:51+00:00 ― 5 min read

Mathematical Physics The Balance of Brain Activity Explained

Discover how neurons maintain balance for mental health.

James MacLaurin, Pedro Vilanova

2025-02-05T13:29:56+00:00 ― 7 min read

Optimization and Control Neural Networks Tackle Inverse Problems

Neural networks restore clarity in challenging inverse problems across various fields.

Emilie Chouzenoux, Cecile Della Valle, Jean-Christophe Pesquet

2025-02-04T14:12:50+00:00 ― 6 min read

Robotics Revolutionizing Robot Movement: The Friction Factor

Researchers enhance robot efficiency by improving friction modeling techniques.

Victor Vantilborgh, Sander De Witte, Frederik Ostyn

2025-02-04T09:20:42+00:00 ― 7 min read

History and Philosophy of Physics John Hopfield: Bridging Physics and Biology

Explore how John Hopfield's work reshapes AI and our understanding of life.

William Bialek

2025-02-01T21:31:06+00:00 ― 6 min read

Nuclear Theory Fast-Tracking Element Formation in Space

Scientists simulate the r-process using neural networks for faster results.

Yukiya Saito, Iris Dillmann, Reiner Krücken

2025-02-01T17:24:54+00:00 ― 6 min read

High Energy Physics - Phenomenology Unveiling Top Pair Production with Neural Networks

Researchers use neural networks to simulate off-shell effects in particle physics.

Mathias Kuschick

2025-02-01T12:38:18+00:00 ― 5 min read

Sound Revolutionizing Sound Classification: A New Method

A fresh approach makes sound recognition more accessible and efficient.

Noriyuki Tonami, Wataru Kohno, Keisuke Imoto

2025-02-01T12:15:18+00:00 ― 7 min read

High Energy Physics - Experiment The Search for Charged Higgs Bosons

Scientists hunt for the elusive charged Higgs boson at the Large Hadron Collider.

ATLAS Collaboration

2025-01-31T15:08:36+00:00 ― 7 min read

Machine Learning Revolutionizing Neural Networks with Contextual Feedback Loops

Discover how Contextual Feedback Loops improve neural network accuracy and adaptability.

Jacob Fein-Ashley

2025-01-31T01:00:45+00:00 ― 9 min read

Computer Vision and Pattern Recognition STITCH: A Game Changer in Surface Reconstruction

Discover how STITCH improves 3D modeling from point clouds.

Anushrut Jignasu, Ethan Herron, Zhanhong Jiang

2025-01-28T15:13:57+00:00 ― 5 min read

Hardware Architecture Reducing Lookup Tables for Better Neural Networks

A new method optimizes lookup tables using 'don't care' conditions.

Oliver Cassidy, Marta Andronic, Samuel Coward

2025-01-28T05:36:09+00:00 ― 6 min read

Mesoscale and Nanoscale Physics Decoding Magnetic Textures with Neural Networks

Using neural networks to clarify tiny magnetic patterns reveals material secrets.

David A. Broadway, Mykhailo Flaks, Adrien E. E. Dubois

2025-01-26T04:34:52+00:00 ― 6 min read

Numerical Analysis Neural Networks: Physics Problem Solvers

Discover how neural networks tackle complex physics equations.

Vasiliy A. Es'kin, Alexey O. Malkhanov, Mikhail E. Smorkalov

2025-01-24T22:19:44+00:00 ― 7 min read

Machine Learning Simplifying Complex Data with Neural Networks

Learn how neural networks simplify data for better insights.

Shuntuo Xu, Zhou Yu

2025-01-24T22:01:25+00:00 ― 6 min read

Machine Learning DeepMaxent: A New Hope for Wildlife Mapping

Combining citizen science and AI for better species distribution insights.

Maxime Ryckewaert, Diego Marcos, Christophe Botella

2025-01-23T20:35:30+00:00 ― 6 min read

Machine Learning Smarter Communication: Beyond Data Exchange

A look into goal-oriented semantic communications and their impact on efficiency.

Jary Pomponi, Mattia Merluzzi, Alessio Devoto

2025-01-22T14:46:57+00:00 ― 7 min read

General Relativity and Quantum Cosmology New Method Detects Gravitational Waves

A fresh approach to finding hidden gravitational waves using advanced machine learning.

Ryan Raikman, Eric A. Moreno, Katya Govorkova

2025-01-22T09:01:42+00:00 ― 6 min read

Machine Learning Optimizing AI: The Future of Neural Networks

Learn how optimization layers are enhancing AI learning and decision-making.

Calder Katyal

2025-01-21T14:33:50+00:00 ― 6 min read

Machine Learning Kryptonite-N: Challenging Machine Learning Myths

A dataset that tests the limits of machine learning algorithms.

Albus Li, Nathan Bailey, Will Sumerfield

2025-01-20T06:36:27+00:00 ― 7 min read

Robotics Smart Robots: Adapting to Change with Neural Networks

Learn how advanced neural networks help robots navigate tricky situations.

Yi Yang, Xuchen Wang, Richard M. Voyles

2025-01-19T18:34:12+00:00 ― 6 min read

Cosmology and Nongalactic Astrophysics Deciphering the 21cm Signal: A Cosmic Quest

Discover how the 21cm signal reveals secrets of the universe's early days.

Hayato Shimabukuro

2025-01-18T11:05:14+00:00 ― 6 min read

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