Country of the labs · world rank 36
AI research: Ireland
Located papers
324
This month
0
−100% vs previous month
Subjects covered
143
This page only covers the 324 papers with at least one laboratory traced to this country, between 27 October 2025 and 18 August 2026. It is not the entire output of the country.
This is the country of the laboratory, never the nationality of individuals. A paper co-signed from several countries counts in each of them. Coverage is partial and the gap is not random: a researcher whose institution is unknown usually publishes little, which over-represents established labs.
Volumes by domain
What this country works on: Ireland
Themes and topics are not invented here: every paper is mapped onto the OpenAlex classification, the open catalogue that indexes the world's scientific research (domain › field › theme › topic hierarchy). Click a theme to break it down into its main topics.
Rising phrases - last 30 days
Emerging signals
Phrases appearing markedly more often than usual in this country's papers. Because a national corpus is far smaller than the global one, the selection threshold is proportional to its volume: percentages are jumpier, and a term can rise on a handful of papers.
No signal computed yet - the burst detection workflow has not run.
Most active subjects - 12 months
Trajectories
Topics taken from the OpenAlex scientific classification.
Large Language Models
AI
Explainable Artificial Intelligence (XAI)
AI
Ethics and Social Impacts of AI
Safety Research
Multimodal Machine Learning Applications
Vision
Reinforcement Learning in Robotics
AI
Domain Adaptation and Few-Shot Learning
AI
Artificial Intelligence in Healthcare and Education
Health Informatics
Natural Language Processing Techniques
AI
20 most recent papers
Latest ingests
| Paper | Abstract | Theme | Topic |
|---|---|---|---|
| The Quality of Claude AI-authored Python Tests Is Not Weaker Than Human-authored Tests 18 August 2026 | We evaluate the quality of Claude AI-written Python tests against human-written Python tests from two established open-source projects Django and Pandas. Hundreds of tests per… | AI | Computational Physics and Python Applications |
| A Subjective Study on a New Sharpness Informed Class of Metrics 17 August 2026 | Perceptual loss functions in Deep Neural Network (DNN) deblurring architectures improve the overall quality of restored images. However, few focus on explicitly targeting… | Vision | Image and Video Quality Assessment |
| Grammar Engineering Meets LLMs: Development of Cantonese and Irish ParGram Treebanks 10 August 2026 | Grammar engineering requires expertise in linguistic formalism and computational implementation, especially in parallel grammar projects that balance cross-linguistic consistency… | AI | Natural Language Processing Techniques |
| Consensus Measures for Unstructured Biomedical Text Annotations 5 August 2026 | Biomedical literature is increasingly mined for knowledge beyond the questions it was written to answer. Because the target concepts are not known in advance, annotators prefer… | Molecular Biology | Biomedical Text Mining and Ontologies |
| Online Handwriting Trajectory Reconstruction from Kinematic Sensors using Temporal Convolutional Network 30 July 2026 | Handwriting with digital pens is a common way to facilitate human-computer interaction through the use of Online Handwriting (OH) trajectory reconstruction. In this work, we focus… | Vision | Video Analysis and Summarization |
| Domain adaptation for handwriting trajectory reconstruction from IMU sensors 30 July 2026 | Digital pens are commonly used to write on digital devices, providing the handwriting trace and enhancing human-computer interation. This study focuses on a digital pen equipped… | AI | Domain Adaptation and Few-Shot Learning |
| Mixture-of-experts for handwriting trajectory reconstruction from IMU sensors 30 July 2026 | The use of digital pens for online handwriting trajectory reconstruction is a prevalent method for human-computer interaction. In this study, we focus on a digital pen equipped… | Vision | Handwritten Text Recognition Techniques |
| OmniCache: Multidimensional Hierarchical Feature Caching For Diffusion Models 28 July 2026 | High-resolution image and video diffusion models, including SD3, FLUX, and recent video diffusion transformers, have substantially improved generative quality but remain expensive… | Vision | Generative Adversarial Networks and Image Synthesis |
| ML-based Predictive Models for Power Consumption in Virtualised O-RANs 28 July 2026 | As communication networks adopt virtualized and disaggregated architectures, achieving energy efficiency has become increasingly important for both economic and environmental… | Networks | Software-Defined Networks and 5G |
| A Coulomb Particle Model for Learning Kernel Attention in Transformers 28 July 2026 | Randomized features provide a scalable approximation to kernel machines, but their performance depends strongly on the choice of feature distribution. We propose a particle-based… | Vision | Generative Adversarial Networks and Image Synthesis |
| Neonatal Hypoxic-ischaemic Encephalopathy Classification from the EEG and HRV Signals Using a Conformer based Masked Autoencoder 28 July 2026 | In this paper, we propose the MAEConformer, a novel self-supervised learning framework that combines the Conformer architecture with the Masked Autoencoder (MAE) paradigm for… | Pediatrics, Perinatology and Child Health | Neonatal and fetal brain pathology |
| A Computational Ethical Framework for Financial Digital Phenotyping for Mental Health 28 July 2026 | Ethical governance of AI-driven systems is often expressed through high-level principles and static documentation, creating a gap between regulatory requirements and system-level… | Safety Research | Ethics and Social Impacts of AI |
| Tencent WorkBuddy Bench: A Multi-Domain Coding-Agent Benchmark with Contamination-Resistant Task Construction 24 July 2026 | We introduce Tencent WorkBuddy Bench, a multi-domain evaluation suite for coding agents; this report documents its construction methodology, scoring protocol, and a cross-model… | Information Systems and Management | Personal Information Management and User Behavior |
| Transformer-based Diffusion models for Hydrological Time Series Probabilistic Imputation and Forecasting 24 July 2026 | The modeling of hydrometeorological time series with limited observations is a key challenge in the monitoring of hydro-systems and water resources, as well as for flood or… | Water Science and Technology | Hydrology and Watershed Management Studies |
| Can Valence Reflect Morality in Natural Language? A Preliminary Annotation Study 24 July 2026 | Present implementations of artificial intelligence (AI) ethics do not adequately take feelings, or affect, into account. If AI should be aligned with human ethics, it seems… | Neuroscience | Psychology of Moral and Emotional Judgment |
| Harnessing Disagreement: Detecting Correlated Agreement Blindness in Multi-Agent Triage 23 July 2026 | Disagreement-triggered escalation can create a structural blind spot in multi-agent arbitration: as base learners improve, they tend to converge, weakening safety monitoring where… | AI | Adversarial Robustness in Machine Learning |
| HindsightBench: A Black-Box Behavioral Audit Protocol for Parametric Hindsight in Time-Indexed LLM Decision Tasks 22 July 2026 | Large language models leak parametric knowledge of realized outcomes into historical financial decision tasks. Existence is settled; what users lack is a cheap way to audit a… | Accounting | Auditing, Earnings Management, Governance |
| Multi-Timescale Latent-Action DRL for Joint Optimization in Edge-Cloud Networks 22 July 2026 | Load imbalance across edge and cloud layers degrades latency performance in hierarchical edge-cloud computing (HECC) systems under dynamic task arrivals and heterogeneous… | Networks | IoT and Edge/Fog Computing |
| Structured Synthetic Reasoning Data for Arithmetic Fine-Tuning of Small Language Models 22 July 2026 | Small language models are attractive for local deployment, but they often struggle with multi-step arithmetic reasoning. We study whether structured synthetic reasoning data can… | AI | Large Language Models |
| Governing Well in the Algorithmic Age: The Foundations of Digital Statecraft 22 July 2026 | The digital substrate of states -- data, algorithms, infrastructure, platforms, applications -- is being governed without adequate conceptual foundations. The ability and… | Safety Research | Ethics and Social Impacts of AI |
Lab countries - last 90 days
Other countries
The world ranking as it appears on the dashboard. Click another country to open its page.
- United States38% · 26,375 papers
- China33% · 22,828 papers
- United Kingdom7.5% · 5,251 papers
- Germany7.2% · 4,984 papers
- India4.6% · 3,181 papers
- Canada4.5% · 3,159 papers
- France4.1% · 2,865 papers
- South Korea4.1% · 2,859 papers
- Hong Kong SAR China3.2% · 2,247 papers
- Japan3.2% · 2,234 papers
- Australia3.1% · 2,160 papers
- Italy2.9% · 1,987 papers
- Singapore2.8% · 1,952 papers
- Switzerland2.3% · 1,611 papers
Click a country to see only its research
Across 69,649 papers with at least one lab located, i.e. 76% of the 91,354 papers fully processed between 27 October 2025 and 21 August 2026. 167 countries represented.
This is the country of the laboratory, never the nationality of individuals. A paper signed from several countries counts for each of them, so the shares add up to more than 100%. Coverage is partial and the gap is not random: a researcher whose institution is unknown usually publishes little, which over-represents established labs.
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