Latest Articles for Machine Learning

Chemical Physics KerNN: A New Way to Study Molecules

KerNN enhances the study of molecules by creating accurate potential energy surfaces efficiently.

Silvan Käser, Debasish Koner, Markus Meuwly

2025-04-28T14:23:51+00:00 ― 6 min read

Computer Vision and Pattern Recognition Innovative Methods for Estimating Forest Heights

New technologies revolutionize forest height measurements for better environmental insights.

Grace Colverd, Jumpei Takami, Laura Schade

2025-04-28T00:39:45+00:00 ― 7 min read

Computer Vision and Pattern Recognition Revolutionizing Wildlife Observation with Keypoint Detection

New methods in animal recognition are changing wildlife research.

Yuhao Lin, Lingqiao Liu, Javen Shi

2025-04-27T19:37:45+00:00 ― 6 min read

Quantum Physics Advancements in Quantum Circuits for Continuous Functions

Exploring how quantum circuits can efficiently handle continuous data.

Adrián Pérez-Salinas, Mahtab Yaghubi Rad, Alice Barthe

2025-04-27T11:33:30+00:00 ― 7 min read

Robotics Next-Gen Tactile Sensors: Robots That Feel

New tactile sensors enable robots to detect touch with advanced artificial skin technology.

Carson Kohlbrenner, Mitchell Murray, Yutong Zhang

2025-04-27T03:16:15+00:00 ― 6 min read

Digital Libraries AI Research: Shifts, Trends, and Future Directions

Stay updated on the latest in AI research, models, and trends.

Christoph Leiter, Jonas Belouadi, Yanran Chen

2025-04-26T23:29:45+00:00 ― 7 min read

Computers and Society Rashomon Effect: Multiple Views in Education

Different models reveal unique insights into student success factors.

Jakub Kuzilek, Mustafa Çavuş

2025-04-26T22:52:00+00:00 ― 8 min read

Genomics Advancements in RNA Analysis with Orthrus Model

Orthrus enhances RNA predictions, improving understanding of genetic functions and properties.

Bo Wang, P. Fradkin, R. Shi

2025-04-26T13:12:32+00:00 ― 7 min read

Machine Learning Boosting Predictions: The Role of Data Augmentation in Learning Analytics

Discover how data augmentation enhances predictive models in education.

Valdemar Švábenský, Conrad Borchers, Elizabeth B. Cloude

2025-04-26T12:10:15+00:00 ― 6 min read

General Relativity and Quantum Cosmology Listening to the Universe: Gravitational Waves

Scientists use machine learning to detect gravitational waves from space events.

Ammar Fayad

2025-04-26T11:50:24+00:00 ― 5 min read

Social and Information Networks The Science of Influencers: Key Nodes in Networks

Discover how identifying key influencers can impact marketing and public health.

Mateusz Stolarski, Adam Piróg, Piotr Bródka

2025-04-25T22:19:45+00:00 ― 6 min read

Intensive Care and Critical Care Medicine Early Detection of Sepsis Through AI Advances

A new model predicts sepsis early, enhancing patient care and outcomes.

Shaunak Dalal, Ahad Khaleghi Ardabili, Anthony S. Bonavia

2025-04-25T02:58:48+00:00 ― 8 min read

Artificial Intelligence Guarding the Command Line: A New Approach to Security

A look at how new models keep command-line operations safe.

Paolo Notaro, Soroush Haeri, Jorge Cardoso

2025-04-24T23:03:00+00:00 ― 6 min read

Image and Video Processing Advancements in MRI and Machine Learning for Brain Tumor Detection

This article discusses the role of machine learning in diagnosing brain tumors using MRI technology.

Juampablo E. Heras Rivera, Agamdeep S. Chopra, Tianyi Ren

2025-04-24T21:15:30+00:00 ― 8 min read

Chemical Physics Neural Network Potentials: A New Tool in Chemistry

A look at neural network potentials transforming chemical prediction methods.

Felix Pultar, Moritz Thuerlemann, Igor Gordiy

2025-04-24T16:46:21+00:00 ― 6 min read

Machine Learning Protecting Privacy in Machine Learning

Explore how L2 regularization can enhance privacy in AI models.

Nikolaos Chandrinos, Iliana Loi, Panagiotis Zachos

2025-04-24T09:50:15+00:00 ― 8 min read

Machine Learning Harnessing Machine Learning for Better Immunotherapy

New methods are enhancing CAR development through machine learning innovations.

Katarzyna Janocha, Annabel Ling, Alice Godson

2025-04-23T18:06:30+00:00 ― 7 min read

Chemical Physics Open Quantum Data Commons: Streamlining Scientific Research

A new tool to simplify access to quantum data for scientists.

Cristian Gabellini, Nikhil Shenoy, Stephan Thaler

2025-04-23T14:33:27+00:00 ― 7 min read

Machine Learning Revolutionizing Diabetes Care with a Fresh Approach

A text-based method improves predictions for Type 2 Diabetes complications.

Elizabeth Remfry, Rafael Henkin, Michael R Barnes

2025-04-23T14:20:00+00:00 ― 7 min read

Machine Learning Revolutionizing Bearing Fault Detection with KANs

Kolmogorov-Arnold Networks improve machine reliability through advanced fault detection.

Spyros Rigas, Michalis Papachristou, Ioannis Sotiropoulos

2025-04-23T12:26:45+00:00 ― 8 min read

Machine Learning Transforming Energy Monitoring with Virtual Sensors

Revolutionary approach using MIONet enhances real-time monitoring in complex systems.

Kazuma Kobayashi, Farid Ahmed, Syed Bahauddin Alam

2025-04-23T06:33:50+00:00 ― 8 min read

Cryptography and Security Securing the Future: IoT and Intrusion Detection Systems

Learn how IDS uses machine learning to enhance IoT security.

Muhammad Zawad Mahmud, Samiha Islam, Shahran Rahman Alve

2025-04-21T15:46:30+00:00 ― 7 min read

Artificial Intelligence Revolutionizing Heart Disease Prediction

Advancements in machine learning improve heart disease prediction and save lives.

Jingyuan Yi, Peiyang Yu, Tianyi Huang

2025-04-21T09:25:12+00:00 ― 5 min read

Chemical Physics Revolutionizing Predictions in Solvation Free Energy

New machine learning techniques enhance understanding of solvation behavior in mixtures.

Roel J. Leenhouts, Nathan Morgan, Emad Al Ibrahim

2025-04-20T01:09:00+00:00 ― 9 min read

Computer Vision and Pattern Recognition Revolutionizing Microorganism Counting with Computer Vision

Discover how technology is changing the way we count microorganisms efficiently.

Javier Ureña Santiago, Thomas Ströhle, Antonio Rodríguez-Sánchez

2025-04-19T02:51:00+00:00 ― 5 min read

Artificial Intelligence Harnessing Machine Learning for Genetic Disorder Diagnosis

New study shows promise in early genetic disorder detection using machine learning.

Abu Bakar Siddik, Faisal R. Badal, Afroza Islam

2025-04-18T19:37:39+00:00 ― 4 min read

Machine Learning A Deep Dive into Time Series Classification with CaLoNet

Learn how CaLoNet improves time series classification through causal and local correlations.

Mingsen Du, Yanxuan Wei, Xiangwei Zheng

2025-04-18T15:08:50+00:00 ― 6 min read

Computer Vision and Pattern Recognition Transforming Handwritten Math to Digital Text

New tech simplifies converting handwritten math into LaTeX format.

Jayaprakash Sundararaj, Akhil Vyas, Benjamin Gonzalez-Maldonado

2025-04-18T10:48:00+00:00 ― 6 min read

Materials Science The Impact of Electrostatics in Polar Materials

Discover how electrostatic interactions shape materials like barium titanate.

Lorenzo Monacelli, Nicola Marzari

2025-04-18T10:08:26+00:00 ― 5 min read

Biophysics Machine Learning Transforms Protein Analysis

Discover how machine learning fast-tracks protein property predictions in drug development.

Spencer Wozniak, Giacomo Janson, Michael Feig

2025-04-18T06:17:51+00:00 ― 7 min read

Bioinformatics Harnessing inVAE: A New Era in Single-Cell Analysis

inVAE transforms single-cell studies by integrating complex data for clearer insights.

Hananeh Aliee, Ferdinand Kapl, Duy Pham

2025-04-16T01:50:30+00:00 ― 6 min read

Machine Learning Revolutionizing Snow Depth Predictions

New method improves the accuracy of snow depth predictions for climate management.

Andrew Charbonneau, Katherine Deck, Tapio Schneider

2025-04-15T10:29:26+00:00 ― 6 min read

Computer Vision and Pattern Recognition Transforming Images with AM-Adapter Technology

Discover how AM-Adapter changes images while keeping key details intact.

Siyoon Jin, Jisu Nam, Jiyoung Kim

2025-04-14T20:07:48+00:00 ― 7 min read

Computer Vision and Pattern Recognition New Dataset Revolutionizes Damage Detection in Art

A groundbreaking dataset advances techniques for identifying damage in analogue artworks.

Daniela Ivanova, Marco Aversa, Paul Henderson

2025-04-12T15:58:03+00:00 ― 7 min read

Machine Learning Federated Learning Takes Center Stage in Mobile Traffic Forecasting

Predicting mobile data usage with federated learning ensures efficiency and privacy.

Nikolaos Pavlidis, Vasileios Perifanis, Selim F. Yilmaz

2025-04-10T11:48:18+00:00 ― 8 min read

Machine Learning Unlocking Molecular Secrets: The Future of Chemistry

Discover how fragmentation and machine learning transform molecular predictions and applications.

Xiao Zhu, Srinivasan S. Iyengar

2025-04-09T23:55:42+00:00 ― 14 min read

Atmospheric and Oceanic Physics Samudra: The Future of Ocean Simulations

Samudra is a fast, advanced tool for ocean predictions vital for climate science.

Surya Dheeshjith, Adam Subel, Alistair Adcroft

2025-04-09T21:32:24+00:00 ― 6 min read

High Energy Physics - Phenomenology Machine Learning and Particle Physics: A Dynamic Duo

Examining how machine learning transforms particle physics research and jet tagging.

Aaron Wang, Abhijith Gandrakota, Jennifer Ngadiuba

2025-04-09T19:56:52+00:00 ― 6 min read

General Relativity and Quantum Cosmology Revolutionizing Gravitational Wave Analysis with Machine Learning

Faster data analysis of gravitational waves opens new research avenues.

Qian Hu, Jessica Irwin, Qi Sun

2025-04-09T08:00:22+00:00 ― 8 min read

Urology AI's Role in Bladder Cancer Treatment

Artificial intelligence is changing patient care in bladder cancer.

Francesco Andrea Causio, Vittorio De Vita, Andrea Nappi

2025-04-09T04:24:40+00:00 ― 8 min read