Country of the labs · world rank 4
AI research: Germany
Located papers
4,984
This month
0
Subjects covered
608
This page only covers the 4,984 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: Germany
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
Multimodal Machine Learning Applications
Vision
Generative Adversarial Networks and Image Synthesis
Vision
Explainable Artificial Intelligence (XAI)
AI
Adversarial Robustness in Machine Learning
AI
Advanced Neural Network Applications
Vision
Reinforcement Learning in Robotics
AI
Ethics and Social Impacts of AI
Safety Research
2D projections of the embeddings
Semantic map
The 101 papers from this country present in the sample of 2,000 projected papers. Two papers close on the map have close content: the clusters show which research families this country actually occupies.
20 most recent papers
Latest ingests
| Paper | Abstract | Theme | Topic |
|---|---|---|---|
| Improving the matrix multiplication exponent with modern optimization and AlphaEvolve 18 August 2026 | The current best bounds on the matrix multiplication exponent $ω$ are obtained through a refinement of the laser method called combination loss analysis (Duan et al., 2022;… | Computational Mathematics | Tensor decomposition and applications |
| The canonical facets of multi-separator polytopes 18 August 2026 | We initiate a polyhedral study of the graph multi-separator problem proposed by Irmai et al. (2024) as an alternative to the lifted multicut problem for application to the task of… | Industrial and Manufacturing Engineering | Vehicle Routing Optimization Methods |
| CaliBench: Are the Stochastic Dynamics of Video World Models Physically Calibrated? 18 August 2026 | Video world models approximate the stochastic distribution of physical outcomes through generative sampling, but existing benchmarks score individual generations or compare… | Vision | Generative Adversarial Networks and Image Synthesis |
| Would this change your answer? Evaluating Explanations of LLM Behavior In The Wild with Counterfactual Experiments 18 August 2026 | Many areas of AI research, such as language model interpretability and chain of thought faithfulness, seek to explain model behaviors. But what constitutes a "good" explanation?… | AI | Explainable Artificial Intelligence (XAI) |
| The Working Set of a Coding Agent: Coherence Debt in Repository-Scale Tasks 18 August 2026 | Repository-scale coding requires an agent to keep tests, imports, configuration, and migration rules consistent within a bounded context window. We model this as reconstructing a… | Info systems | Software Engineering Research |
| Learning Generalizable Reconstruction of High-Dimensional Neural Dynamics 18 August 2026 | Accurate reconstruction of long-duration neural recordings is challenging because local field potentials (LFPs) are high-resolution, multichannel, transient, and variable across… | Neuroscience | Neural dynamics and brain function |
| Graph Machine Learning: An Opportunity for Power Systems 18 August 2026 | Modern power systems face growing operational complexity driven by the integration of renewable energy sources, decentralization, and the need for real-time decision-making across… | AI | Advanced Graph Neural Networks |
| Self-Supervised Noise2Noise-Enhanced Denoising for Continuous-Scan Air-Plasma THz Spectroscopy 18 August 2026 | Terahertz time-domain spectroscopy (THz-TDS) based on air-plasma generation and balanced air-biased coherent detection offers gap-free broadband coverage, but individual… | Electronics | Terahertz technology and applications |
| Visualizing Uncertainty-to-Action Composition for Human Oversight 18 August 2026 | Artificial intelligence systems often disclose uncertainty, yet they rarely make clear what response that uncertainty should trigger. Most uncertainty visualizations encode… | Vision | Data Visualization and Analytics |
| LiD-GLM: Lipschitz-constrained Deep Generalized Linear Models 18 August 2026 | The combination of traditional statistical models and neural network (NN) components into semi-structured hybrid models is an intriguing approach to construct models that,… | AI | Explainable Artificial Intelligence (XAI) |
| Advancing Open and Reproducible Relational Learning: RelArena-$α$, TabPFN-Rel and RPI 18 August 2026 | This first release of Prior Labs in relational learning shows our continued commitment to open science. We open-source three pieces of software that we expect to accelerate… | AI | Advanced Graph Neural Networks |
| A Privacy Study of Sparse Collaborative Inference 18 August 2026 | Collaborative inference (CI) splits a model between an edge device and a server, whereby the client computes an intermediate activation, transmits it, and the server completes the… | AI | Privacy-Preserving Technologies in Data |
| Layers Matter: Why Continual Learning Regularization Should Be Layer-Adaptive 18 August 2026 | Continual learning regularizers like EWC fight forgetting by penalizing changes from previous-task parameters with per-parameter importance, typically diagonal Fisher values.… | AI | Domain Adaptation and Few-Shot Learning |
| In Defense of OCTA: The Reconstruction-Utility Gap in OCT-to-OCTA Synthesis 18 August 2026 | Optical coherence tomography angiography (OCTA) images retinal blood flow, giving capillary-perfusion and foveal-avascular-zone biomarkers that grade diabetic-retinopathy… | Biomedical Engineering | Optical Coherence Tomography Applications |
| A Unified Mamba--MoE Surrogate for Closed-Loop Simulation and Measurement-Window Forecasting of Inverter Transients 18 August 2026 | This paper proposes a Mamba surrogate model with mixture-of-experts (MoE) routing to represent the transient dynamics of inverter-based resources. A Mamba surrogate model is a… | Control systems | Real-time simulation and control systems |
| Is Grokking a Loss of Normal Hyperbolicity of the Interpolation Manifold? 18 August 2026 | A recent line of work recasts the post-memorization phase of grokking as constrained optimization: once a network interpolates the training set, weight decay drives a slow drift… | Stat. physics | stochastic dynamics and bifurcation |
| Unsupervised Anomaly Detection for Image Dataset Quality Assurance in Multi-Center Breast MRI 18 August 2026 | Corrupted, inconsistent, or anomalous data silently threatens the safety and reliability of medical AI. Despite growing regulatory recognition of dataset quality assurance (QA)… | AI | Adversarial Robustness in Machine Learning |
| Concept-based explanation of gene expression prediction from H&E images 18 August 2026 | Recent advances in pathology foundation models have enabled accurate prediction of spatial transcriptomics (ST) from routine H&E images. However, existing explainability methods… | AI | AI in cancer detection |
| Turning spectra into images improves plant trait retrieval with 2D-CNNs 18 August 2026 | Hyperspectral reflectance spectroscopy enables non-destructive estimation of plant functional traits, yet current deep learning approaches process spectra as one-dimensional… | Ecology | Remote Sensing in Agriculture |
| Training-Free Reconstruction-Based AI-Generated Image Detectors Are Inherently Vulnerable to Adversarial Examples 18 August 2026 | The impressive visual quality and ubiquity of AI-generated images call for reliable and robust detection methods. Reconstruction-based detectors have emerged as a promising… | AI | Adversarial Robustness in Machine Learning |
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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