Neural Network News and Research

RSS

A neural network is a computational model inspired by the structure and function of the human brain. It consists of interconnected artificial neurons that process and transmit information, enabling machine learning tasks such as pattern recognition, classification, and regression by learning from labeled data.

MoBluRF Breakthrough Enables Sharp 3D Reconstructions From Blurry Videos Using NeRF

Researchers in Korea have developed MoBluRF, a two-stage deblurring framework that enables sharp 3D scene reconstruction from blurry monocular videos. This innovation advances NeRF technology by separating camera and object motion, achieving crisp novel view synthesis even from casual handheld footage.

21 Sep 2025

Hybrid AI Tool Boosts National Flood Forecast Accuracy

Researchers developed Errorcastnet, a neural network tool that significantly improves National Water Model flood predictions by identifying and correcting systematic errors. When combined with the model, accuracy improved four- to six-fold compared to current forecasts.

18 Sep 2025

New Optical Chip Slashes AI Energy Use With Light-Powered Computing

Researchers at University of Florida have created a silicon chip that uses laser light and microscopic Fresnel lenses to perform convolution operations, a power-intensive step in AI. This optical approach greatly reduces energy use while maintaining near 98% accuracy in machine learning tasks.

11 Sep 2025

AI Learns Evolution’s Logic With Quartet-Based Neural Network

Researchers at Ruhr University Bochum developed a quartet-based deep learning method that embeds phylogenetic tree structures into neural networks. Tested on bacterial 16S rRNA data, it enables AI to extract features aligned with evolutionary relationships rather than random patterns.

11 Sep 2025

AI Pinpoints Immune Cell States Using Force Microscopy Without Labels

A new AI-powered method combines atomic force microscopy with deep learning to rapidly and accurately identify macrophage polarization states without labels or dyes. This approach offers real-time, high-throughput insights into immune function with diagnostic potential across diseases.

11 Sep 2025

AI Shields Power Grid From Cyber And Physical Threats With Low-Cost Devices

Researchers at Sandia National Laboratories have developed a brain-inspired autoencoder AI that detects both physical disruptions and cyberattacks on the power grid in real time. The system runs on inexpensive devices, making it scalable, portable, and suitable for protecting critical infrastructure from storms and hackers alike.

10 Sep 2025

AI Model Boosts Fusion Experiments By Mastering Plasma States In Real Time

Researchers at the Hefei Institutes of Physical Science have developed a multi-task learning AI model that simultaneously identifies plasma confinement modes and detects edge-localized modes in tokamak experiments. The system achieved 96.7% accuracy on EAST data and operates fast enough for real-time plasma monitoring.

1 Sep 2025

AI-Built Materials Map Accelerates Discovery Of High-Performance Thermoelectrics

Researchers at Tohoku University have developed an AI-driven “materials map” that integrates experimental and computational data, offering a powerful tool to identify high-performing thermoelectric materials. The approach shortens development timelines by guiding researchers to promising candidates at a glance.

28 Aug 2025

AI Predicted Fusion Ignition Days Before Historic 2022 Breakthrough

Lawrence Livermore National Laboratory researchers used an AI-driven cognitive simulation model to successfully predict fusion ignition days before the historic Dec. 5, 2022 shot at the National Ignition Facility. Trained on 150,000 simulations, the model forecasted a 74% chance of surpassing energy breakeven.

22 Aug 2025

AI-Powered Imaging Breaks Frame-Rate Barriers To Capture High-Speed 3D Motion

Researchers at Nanjing University of Science and Technology and Warsaw University of Technology developed DFAMFPP, a deep learning-enabled 3D imaging system that breaks sensor frame-rate limits. The method reconstructs multiple high-precision 3D frames from a single image, enabling ultrafast visualization of high-speed phenomena.

21 Aug 2025

MIT Engineers Harness AI To Crack The Solubility Code For Drug Discovery

MIT chemical engineers have developed a machine learning model that predicts molecular solubility in organic solvents with high accuracy, streamlining pharmaceutical synthesis. The freely available tool could accelerate drug development and help identify safer, more sustainable solvents.

20 Aug 2025

Artificial Intelligence Accelerates Solid-State Battery Breakthroughs From Lab To Market

A review from Soochow University and Nanjing University highlights how machine learning is accelerating solid-state battery research, from discovering high-performance materials to optimizing ion transport and enabling predictive battery management. AI-driven insights are bringing market-ready SSBs closer to reality.

15 Aug 2025

AI Breakthrough Speeds Up Fusion Reactor Design by Mapping Plasma Heat Shadows in Milliseconds

A collaboration between Commonwealth Fusion Systems, PPPL, and ORNL has developed HEAT-ML, an AI tool that rapidly identifies “magnetic shadows” in fusion reactors, protecting components from extreme plasma heat.

14 Aug 2025

AI Turns Simple Sketches Into Detailed 3D Models With Deep3DSketch-im

Researchers from Zhejiang University have developed Deep3DSketch-im, a deep learning model that transforms a single freehand sketch into a high-quality 3D mesh. The system uses signed distance fields and a pose-estimation network to generate detailed, editable 3D models with minimal user input.

13 Aug 2025

Brain-Inspired AI Design Adds a New Dimension to Smarter, Greener Neural Networks

Researchers at Rensselaer Polytechnic Institute and City University of Hong Kong propose a novel AI framework inspired by 3D brain-like neural structures and recursive loops. This vertically structured design could make AI systems more efficient, adaptive, and accessible while offering insights into human cognition.

17 Jun 2025

Soft-GNN Empowers AI To Outsmart Bad Data And Boost Reliability Across Industries

Researchers at Huazhong University of Science and Technology have introduced Soft-GNN, a graph-based AI approach that dynamically evaluates and prioritizes reliable data, making artificial intelligence more robust against errors and manipulation.

3 Jun 2025

PNNL Scientists Build Trustworthy AI That Knows Its Limits in Materials Discovery

Researchers at Pacific Northwest National Laboratory have developed a method to measure how well AI models, specifically neural network potentials, are trained to predict material properties. The approach quantifies uncertainty to enhance model trust and identifies areas where additional training is required.

25 Apr 2025

AI-Enhanced Wood Splitting Unlocks Stronger, Greener Building Materials

Researchers at Empa and ETH Zurich have developed a novel method to create strong, resource-efficient wood panels from split hardwood sticks using traditional shingle-splitting techniques enhanced with AI. This approach maximizes material yield and enables the use of lower-quality, climate-resilient wood species.

14 Apr 2025

MIT AI Breakthrough Automates Molecular Design and Synthesis with Unmatched Accuracy

MIT researchers developed Llamole, a multimodal AI system combining large language models with graph-based AI to automate molecular design and synthesis. It significantly boosts success rates and simplifies drug discovery by interpreting natural language queries and generating viable synthesis plans.

10 Apr 2025

AI Model SmoothDetector Accurately Identifies Fake News by Analyzing Text and Images Together

Researchers at Concordia University have developed SmoothDetector, a novel AI model that combines deep learning with probabilistic algorithms to more accurately detect fake news by analyzing both text and image data.

9 Apr 2025

Neural Network News and Research

MoBluRF Breakthrough Enables Sharp 3D Reconstructions From Blurry Videos Using NeRF

Hybrid AI Tool Boosts National Flood Forecast Accuracy

New Optical Chip Slashes AI Energy Use With Light-Powered Computing

AI Learns Evolution’s Logic With Quartet-Based Neural Network

AI Pinpoints Immune Cell States Using Force Microscopy Without Labels

AI Shields Power Grid From Cyber And Physical Threats With Low-Cost Devices

AI Model Boosts Fusion Experiments By Mastering Plasma States In Real Time

AI-Built Materials Map Accelerates Discovery Of High-Performance Thermoelectrics

AI Predicted Fusion Ignition Days Before Historic 2022 Breakthrough

AI-Powered Imaging Breaks Frame-Rate Barriers To Capture High-Speed 3D Motion

MIT Engineers Harness AI To Crack The Solubility Code For Drug Discovery

Artificial Intelligence Accelerates Solid-State Battery Breakthroughs From Lab To Market

AI Breakthrough Speeds Up Fusion Reactor Design by Mapping Plasma Heat Shadows in Milliseconds

AI Turns Simple Sketches Into Detailed 3D Models With Deep3DSketch-im

Brain-Inspired AI Design Adds a New Dimension to Smarter, Greener Neural Networks

Soft-GNN Empowers AI To Outsmart Bad Data And Boost Reliability Across Industries

PNNL Scientists Build Trustworthy AI That Knows Its Limits in Materials Discovery

AI-Enhanced Wood Splitting Unlocks Stronger, Greener Building Materials

MIT AI Breakthrough Automates Molecular Design and Synthesis with Unmatched Accuracy

AI Model SmoothDetector Accurately Identifies Fake News by Analyzing Text and Images Together

Trending Stories

AI In Healthcare eBook

Latest AI News