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Archive/ai research

🔬 AI Research

Academic papers, research breakthroughs, and scientific advances in machine learning and AI.

201 articles

Importance:Researchcognitive AI models

KAIST unveils AI that builds theories about the world like a curious child

Researchers led by Professor Sungjin Ahn at KAIST's School of Computing have created NEO (Neural Theorizer), an AI model that learns executable theories explaining how the world works. The system is inspired by how children develop understanding through observation rather than explicit instruction. Source: eurekalert.org

Importance:Researchquantum ML

WISER and E.ON Explore Quantum Machine Learning for Energy Forecasting

WISER and E.ON wrapped up a joint research project testing hybrid quantum machine learning methods to improve electricity demand predictions. The collaboration aimed to see whether quantum-enhanced models could outperform classical approaches in forecasting accuracy. Source: thequantuminsider.com

Importance:ResearchLLM scaling

What Researchers Are Saying About LLM Scaling Laws

A new roundup compiles insights from five academic papers and experts at three AI organizations, including NVIDIA and MIT, on how LLM scaling laws are evolving. The analysis brings together differing perspectives from researchers and labs studying model size, data, and compute trends. Source: aimultiple.com

Importance:Newsphysics

Machine learning helps physicists hunt for hidden relatives of the Higgs boson

Since the Higgs boson's discovery at CERN in 2012, scientists have wondered whether it has undetected siblings within an extended particle family. Researchers are now using machine learning techniques to narrow down where such additional Higgs-like particles might be hiding in collider data. Source: phys.org

Importance:ResearchQuantum ML and error correction

Towards a quantum computer that learns from its errors

By integrating reinforcement learning with quantum error correction, we showed that a quantum computer can continuously adapt to drift and remain stable... Source: research.google

Importance:ResearchAI conference publication

UA Little Rock Professor Nitin Agarwal’s AI Research Published at World's Top Artificial Intelligence Conference

Artificial intelligence research from Dr. Nitin Agarwal at the University of Arkansas at Little Rock has earned international recognition after a... Source: ualr.edu

Importance:Researchdrug discovery

AI-Powered ADMET prediction: How machine learning is changing drug candidate selection

Machine learning flags ADMET liabilities earlier, but knowing when to trust it still matters most. Source: drugdiscoverynews.com

Importance:ResearchAI limitations

Scientists reveal limits of AI – where it succeeds and where it fails

New research shows some problems cannot be solved by AI, even with unlimited data, revealing key limits of machine learning. Source: thebrighterside.news

Importance:Researchquantum computing

Google Uses AI Reinforcement Learning For Quantum Error Correction

Nvidia scientists and their counterparts at a range of academic, scientific, and quantum computing institutions late last year published a research paper... Source: nextplatform.com

Importance:Researchgenomics

New machine-learning tool improves accuracy of genomics research

University of Virginia School of Medicine scientists have identified a widespread source of error in a popular method for studying the genome and created a... Source: phys.org

Importance:Opiniondrug discovery

Target validation in the age of AI: What machine learning can and can't confirm

Machine learning ranks targets fast, but only genetics and bench experiments confirm they actually work. Source: drugdiscoverynews.com

Importance:Researchgeospatial planning

A geospatial machine-learning framework for regional electrification estimation mapping and trend analysis using demographic and infrastructure features

Many rural communities in Ethiopia's Amhara region lack electricity access despite substantial urban-rural disparities. Traditional surveys are costly and... Source: nature.com

Importance:NewsClimate Modeling

AI has stormed into weather and climate modeling, but it is still far from triggering a "revolution"

Editor's note: Machine learning is deeply integrating into weather and climate modeling systems. From short-term weather forecasting to long-term climate... Source: eu.36kr.com

Importance:Researchmedical AI applications

The Evolution of Artificial Intelligence in Oncology: Impact on Trials, Workflows, and Outcomes

Specialized LLMs, AI-assisted CT scans for early detection, and foundational models democratizing pathology are among emerging technologies in oncology... Source: cancernetwork.com

Importance:Newsscientific ML applications

An AI searched nearly 100 million old Hubble images in two and a half days and found 1,300 cosmic oddities — more than 800 of them had never appeared in the scientific literature

A machine-learning system called AnomalyMatch processed 99.6 million small image cutouts derived from the Hubble Legacy Archive in roughly two and a half. Source: spacedaily.com

Importance:Researchneural networks theory

Brain-Like Learning Rule Cracks Convolutional Networks: Sakana AI Measures the Biology Tax

Biologically plausible learning now reaches 96.7% on MNIST and 61.7% on CIFAR-10 without backpropagation, as Sakana AI demonstrates brain-faithful training... Source: techtimes.com

Importance:Newshealthcare AI applications

Machine learning improves identification of asthma risk in children

A machine learning tool that analyzes information already captured in a child's electronic health record helped pediatricians more accurately assess asthma... Source: medicalxpress.com

Importance:Researchcode generation

Embarrassingly Simple Self-Distillation Improves Code Generation

Can a large language model (LLM) improve at code generation using only its own raw outputs, without a verifier, a teacher model, or… Source: machinelearning.apple.com

Importance:Researchquantum computing

Path Integral Quantum Mechanics in the Era of Machine Learning

Machine-learning models now enable near ab initio simulations of complex molecular and condensed-phase systems. At the same time, accurately describing... Source: publishing.aip.org

Importance:Newsmedical AI

AI Speech Neuroprosthesis Restores Voice to ALS Patient

Researchers developed an AI-powered speech neuroprosthesis that decodes high-density intracortical signals into fluent, high-fidelity synthetic speech. Source: neurosciencenews.com