AI knowledge flow · research reuse

Where does knowledge from funded AI research travel?

The index connects German participation in EU AI projects to reported research outputs and uses exact DOI and OpenAlex identifiers to observe where those works are cited next.

Exact identifiers, not name matchingFull baseline and OpenAlex run kept separateNo generative AI model

Complete OpenAlex crawlCollector checked 01 Aug 2026, 10:42Source data through 11 May 2026Tracking since 22 Jul 2026Revision 2

Full cohort · CORDIS + OpenAIRE

The reliable baseline

Full baseline checked

Project and output aggregates come from the fully checked transfer cohort. They are not extrapolated from the OpenAlex run.

reported research outputs in the full cohort: 52,740
outputs with at least one DOI: 37,596
unique DOI identifiers in the full cohort: 64,372
reported OpenAIRE citations: 730,274

Complete OpenAlex crawl

The observed knowledge flow

Every DOI output resolved at least once

The complete crawl processes the configured DOI cohort through exact OpenAlex identifiers. Unresolved DOIs remain visible gaps; titles and names are never matched.

DOI outputs in the OpenAlex run: 37,596
DOI identifiers in the OpenAlex run: 64,372
exactly resolved in OpenAlex: 28,232
observed output-to-citation edges: 807,946

Selection rule: every DOI-bearing output in the configured cohort; no title or name matching

Search projects, outputs or institutionsFramework programme

Country of citing institution

Institution type

180 results

Output → citing work → institution

Exactly observed knowledge paths

Choose an output to see which works reference it and which institutions OpenAlex reports for them. The graph shows at most five outputs and eight recent citing works per output; the metrics count every observed edge in the active OpenAlex run. Person and author data are not published.

Complete OpenAlex crawlEvery DOI output resolved at least once

Funded output

Citing institutions

Deutsches Diabetes-Zentrum e.V.DE · 2 Citing works

Forschungszentrum JülichDE · 2 Citing works

German Center for Diabetes ResearchDE · 2 Citing works

Goethe University FrankfurtDE · 2 Citing works

Heinrich Heine University DüsseldorfDE · 2 Citing works

Ludwig-Maximilians-Universität MünchenDE · 2 Citing works

Medical University of ViennaAT · 2 Citing works

Latest publicly displayed relations · at most eight works per output
Citing works	Citing institutions	Country
Spintronik ve termoelektrik uygulamalar için TiFeGa alaşımının yapısal, mekanik ve elektronik özellikleri	Ahi Evran University	TR
Minimizing propagated density errors of atomic core-electron for simultaneously accurate bandgaps and lattice constants in closed-shell copper semiconductors	Beijing Institute of Optoelectronic Technology	CN
Minimizing propagated density errors of atomic core-electron for simultaneously accurate bandgaps and lattice constants in closed-shell copper semiconductors	Beijing Institute of Technology	CN
Ab initio study of spin-orbit coupling in bilayer MoSe2 and WSe2	Belarusian State University	BY
Fluorination and F-vacancy engineering in Zr2O-based MOenes for photocatalytic hydrogen evolution	Harbin Institute of Technology	CN
Minimizing propagated density errors of atomic core-electron for simultaneously accurate bandgaps and lattice constants in closed-shell copper semiconductors	Institute of Applied Physics	UA
Minimizing propagated density errors of atomic core-electron for simultaneously accurate bandgaps and lattice constants in closed-shell copper semiconductors	Institute of Applied Physics and Computational Mathematics	CN
First-principles energy calculations for steps and vicinal surfaces of polar zincblende silicon carbide by generalizing wedge-geometry method	Institution not reported	unknown
Minimizing propagated density errors of atomic core-electron for simultaneously accurate bandgaps and lattice constants in closed-shell copper semiconductors	Rensselaer Polytechnic Institute	US
Lithium‐Decorated Square–Hexagon–Octagon Graphene as a Promising Two‐Dimensional Material for High‐Capacity Hydrogen Storage: Insights From Density Functional Theory With Dispersion Corrections and Molecular Dynamics Simulations	Université Hassan II Mohammedia	MA
Lithium‐Decorated Square–Hexagon–Octagon Graphene as a Promising Two‐Dimensional Material for High‐Capacity Hydrogen Storage: Insights From Density Functional Theory With Dispersion Corrections and Molecular Dynamics Simulations	University of Hassan II Casablanca	MA
Investigating the Structural, Elastic, Electrical, and Thermodynamic Characteristics of NbCoSn and VRhSn Half-Heusler Compounds Using First-Principles Calculations	University of Science and Technology of Benin	BJ
First principles exploration of high hydrogen storage capacity of lithium-based perovskite hydrides	Walter Sisulu University	ZA
TextDTI: A Multimodal Context Representation Learning Framework for Drug–Target Interaction Prediction	Beijing University of Chinese Medicine	CN
MSF-LCC: multi-scale spatial-frequency feature learning framework for land cover classification from cross-domain datasets	Chinese Academy of Sciences	CN
MSF-LCC: multi-scale spatial-frequency feature learning framework for land cover classification from cross-domain datasets	Guilin University of Electronic Technology	CN
ViralMap: predicting features in viral proteins from primary sequence	Houston Methodist	US
Quantifying the spatial information loss of Dose-Volume Histograms in Gamma Knife radiosurgery via unsupervised 3D dose geometry embedding	Institute for Physics	US
Improving Arabic clinical question quality through domain-adaptive masked language modeling	Instituto Superior da Maia	PT
Semi-Supervised Marginal Likelihood Training with Curriculum-Guided Rewriting for Low-Resource Machine Translation	Intelligent Systems Research (United States)	US
Biometric Identification based on an EEG Signal Using an Attention-enhanced Bidirectional GRU Network	International Burch University	BA
MSF-LCC: multi-scale spatial-frequency feature learning framework for land cover classification from cross-domain datasets	International Research Center of Big Data for Sustainable Development Goals	CN
Biometric Identification based on an EEG Signal Using an Attention-enhanced Bidirectional GRU Network	Istanbul University	TR
Semi-Supervised Marginal Likelihood Training with Curriculum-Guided Rewriting for Low-Resource Machine Translation	Minzu University of China	CN
Quantifying the spatial information loss of Dose-Volume Histograms in Gamma Knife radiosurgery via unsupervised 3D dose geometry embedding	Mohamed I University	MA
ViralMap: predicting features in viral proteins from primary sequence	Rice University	US
Easr: expression aware supervision and refinement for in-the-wild facial expression recognition	Shanghai Jiao Tong University	CN
Easr: expression aware supervision and refinement for in-the-wild facial expression recognition	Shanghai University	CN
Easr: expression aware supervision and refinement for in-the-wild facial expression recognition	Shanghai University of Engineering Science	CN
TextDTI: A Multimodal Context Representation Learning Framework for Drug–Target Interaction Prediction	Shenzhen University	CN
TextDTI: A Multimodal Context Representation Learning Framework for Drug–Target Interaction Prediction	Southern University of Science and Technology	CN
MSF-LCC: multi-scale spatial-frequency feature learning framework for land cover classification from cross-domain datasets	Ten Chen Hospital	TW
Improving Arabic clinical question quality through domain-adaptive masked language modeling	Université Moulay Ismail de Meknes	MA
MSF-LCC: multi-scale spatial-frequency feature learning framework for land cover classification from cross-domain datasets	University of Chinese Academy of Sciences	CN
Processing and release of the maize phytocytokine Zip1	Birla Institute of Technology and Science, Pilani	IN
Transaldolase 1 contributes to pentose phosphate pathway disruption and synaptic dysfunction in Alzheimer’s disease	Center for Excellence in Molecular Cell Science	CN
Time-resolved proteomic adaptation of multidrug-resistant Acinetobacter baumannii to antimicrobial stress induced by partially purified fraction from Caesalpinia pulcherrima flower using DEqMS	Center for Innovation	US
COQ8 chaperones coenzyme Q lipid intermediates through ATP-driven structural gating	Centre for Biomedical Network Research on Rare Diseases	ES
Unique adaptations in sulfatases underpin colonic mucin degradation by Akkermansia muciniphila	Centre National de la Recherche Scientifique	FR
Metabolomic Signatures of Biotrauma Associated with Mortality in ICU Patients Requiring Invasive Mechanical Ventilation and ECMO	Centro Hospitalar Lisboa Norte	PT
Processing and release of the maize phytocytokine Zip1	Cluster of Excellence on Plant Sciences	DE
Smooth muscle cell spheroids as 3D model of phenotypic plasticity and matrix deposition revealed by 2D–3D proteomics	Cologne Excellence Cluster on Cellular Stress Responses in Aging Associated Diseases	DE
Smooth muscle cell spheroids as 3D model of phenotypic plasticity and matrix deposition revealed by 2D–3D proteomics	Deutsches Diabetes-Zentrum e.V.	DE
COQ8 chaperones coenzyme Q lipid intermediates through ATP-driven structural gating	Duke-NUS Medical School	SG
Smooth muscle cell spheroids as 3D model of phenotypic plasticity and matrix deposition revealed by 2D–3D proteomics	Düsseldorf University Hospital	DE
Processing and release of the maize phytocytokine Zip1	Forschungszentrum Jülich	DE
Smooth muscle cell spheroids as 3D model of phenotypic plasticity and matrix deposition revealed by 2D–3D proteomics	German Center for Diabetes Research	DE
Short-chain fatty acids activate the glutamate-dependent acid resistance system via the tRNA-modifying Mnm pathway in Escherichia coli	Goethe University Frankfurt	DE
Short-chain fatty acids activate the glutamate-dependent acid resistance system via the tRNA-modifying Mnm pathway in Escherichia coli	Goethe-Institute United Kingdom	GB
Transaldolase 1 contributes to pentose phosphate pathway disruption and synaptic dysfunction in Alzheimer’s disease	Guangzhou Institutes of Biomedicine and Health	CN
Smooth muscle cell spheroids as 3D model of phenotypic plasticity and matrix deposition revealed by 2D–3D proteomics	Heinrich Heine University Düsseldorf	DE
Metabolomic Signatures of Biotrauma Associated with Mortality in ICU Patients Requiring Invasive Mechanical Ventilation and ECMO	Hospital de São José	PT
Processing and release of the maize phytocytokine Zip1	Indian Institute of Technology Jodhpur	IN
Metabolomic Signatures of Biotrauma Associated with Mortality in ICU Patients Requiring Invasive Mechanical Ventilation and ECMO	Institute for Biotechnology and Bioengineering	PT
COQ8 chaperones coenzyme Q lipid intermediates through ATP-driven structural gating	Institute of Molecular and Clinical Ophthalmology Basel	CH
COQ8 chaperones coenzyme Q lipid intermediates through ATP-driven structural gating	Instituto de Salud Carlos III	ES
Metabolomic Signatures of Biotrauma Associated with Mortality in ICU Patients Requiring Invasive Mechanical Ventilation and ECMO	Instituto Politécnico de Lisboa	PT
COQ8 chaperones coenzyme Q lipid intermediates through ATP-driven structural gating	Istituto Nazionale per le Malattie Infettive Lazzaro Spallanzani	IT
Time-resolved proteomic adaptation of multidrug-resistant Acinetobacter baumannii to antimicrobial stress induced by partially purified fraction from Caesalpinia pulcherrima flower using DEqMS	Kasetsart University	TH
Unique adaptations in sulfatases underpin colonic mucin degradation by Akkermansia muciniphila	Laboratoire de Biologie Intégrative des Modèles Marins	FR
COQ8 chaperones coenzyme Q lipid intermediates through ATP-driven structural gating	Leitat Technological Center	ES
Short-chain fatty acids activate the glutamate-dependent acid resistance system via the tRNA-modifying Mnm pathway in Escherichia coli	Ludwig-Maximilians-Universität München	DE
Smooth muscle cell spheroids as 3D model of phenotypic plasticity and matrix deposition revealed by 2D–3D proteomics	Medical University of Vienna	AT
Time-resolved proteomic adaptation of multidrug-resistant Acinetobacter baumannii to antimicrobial stress induced by partially purified fraction from Caesalpinia pulcherrima flower using DEqMS	National Center for Genetic Engineering and Biotechnology	TH
Time-resolved proteomic adaptation of multidrug-resistant Acinetobacter baumannii to antimicrobial stress induced by partially purified fraction from Caesalpinia pulcherrima flower using DEqMS	National Science and Technology Development Agency	TH
COQ8 chaperones coenzyme Q lipid intermediates through ATP-driven structural gating	National University of Singapore	SG
Time-resolved proteomic adaptation of multidrug-resistant Acinetobacter baumannii to antimicrobial stress induced by partially purified fraction from Caesalpinia pulcherrima flower using DEqMS	Prince of Songkla University	TH
Transaldolase 1 contributes to pentose phosphate pathway disruption and synaptic dysfunction in Alzheimer’s disease	Renji Hospital	CN
Unique adaptations in sulfatases underpin colonic mucin degradation by Akkermansia muciniphila	Sahlgrenska University Hospital	SE
Transaldolase 1 contributes to pentose phosphate pathway disruption and synaptic dysfunction in Alzheimer’s disease	Shanghai Jiao Tong University	CN
Transaldolase 1 contributes to pentose phosphate pathway disruption and synaptic dysfunction in Alzheimer’s disease	Shanghai University of Traditional Chinese Medicine	CN
Transaldolase 1 contributes to pentose phosphate pathway disruption and synaptic dysfunction in Alzheimer’s disease	Shuguang Hospital	CN
COQ8 chaperones coenzyme Q lipid intermediates through ATP-driven structural gating	Singapore Eye Research Institute	SG
COQ8 chaperones coenzyme Q lipid intermediates through ATP-driven structural gating	Singapore National Eye Center	SG
Unique adaptations in sulfatases underpin colonic mucin degradation by Akkermansia muciniphila	Sorbonne Université	FR
Unique adaptations in sulfatases underpin colonic mucin degradation by Akkermansia muciniphila	Station Biologique de Roscoff	FR
Processing and release of the maize phytocytokine Zip1	Swedish University of Agricultural Sciences	SE
Unique adaptations in sulfatases underpin colonic mucin degradation by Akkermansia muciniphila	Tallinn University of Technology	EE
Short-chain fatty acids activate the glutamate-dependent acid resistance system via the tRNA-modifying Mnm pathway in Escherichia coli	Technical University of Munich	DE
Metabolomic Signatures of Biotrauma Associated with Mortality in ICU Patients Requiring Invasive Mechanical Ventilation and ECMO	Universidade Nova de Lisboa	PT
Smooth muscle cell spheroids as 3D model of phenotypic plasticity and matrix deposition revealed by 2D–3D proteomics	University Hospital Cologne	DE
COQ8 chaperones coenzyme Q lipid intermediates through ATP-driven structural gating	University Hospital of Basel	CH
COQ8 chaperones coenzyme Q lipid intermediates through ATP-driven structural gating	University of Bonn	DE
Smooth muscle cell spheroids as 3D model of phenotypic plasticity and matrix deposition revealed by 2D–3D proteomics	University of Cologne	DE
Unique adaptations in sulfatases underpin colonic mucin degradation by Akkermansia muciniphila	University of Essex	GB
Processing and release of the maize phytocytokine Zip1	University of Freiburg	DE
Unique adaptations in sulfatases underpin colonic mucin degradation by Akkermansia muciniphila	University of Gothenburg	SE
Smooth muscle cell spheroids as 3D model of phenotypic plasticity and matrix deposition revealed by 2D–3D proteomics	University of Jyväskylä	FI
Metabolomic Signatures of Biotrauma Associated with Mortality in ICU Patients Requiring Invasive Mechanical Ventilation and ECMO	University of Lisbon	PT
Unique adaptations in sulfatases underpin colonic mucin degradation by Akkermansia muciniphila	University of Liverpool	GB
Unique adaptations in sulfatases underpin colonic mucin degradation by Akkermansia muciniphila	University of Michigan	US
COQ8 chaperones coenzyme Q lipid intermediates through ATP-driven structural gating	University of Pavia	IT
Unique adaptations in sulfatases underpin colonic mucin degradation by Akkermansia muciniphila	University of Victoria	CA
Unique adaptations in sulfatases underpin colonic mucin degradation by Akkermansia muciniphila	University of York	GB
Protein thiol alterations drive pathologic liquid–liquid phase separation in the aging brain	Academy of Athens	GR
Protein thiol alterations drive pathologic liquid–liquid phase separation in the aging brain	Berlin Institute of Health at Charité - Universitätsmedizin Berlin	DE
Protein thiol alterations drive pathologic liquid–liquid phase separation in the aging brain	Biomedical Research Foundation of the Academy of Athens	GR
Adipose triglyceride lipase driven lipolysis as a targetable metabolic vulnerability in prostate cancer with intrinsic metabolic inflexibility	BioTechMed-Graz	AT
Protein thiol alterations drive pathologic liquid–liquid phase separation in the aging brain	Case Western Reserve University	US
Unique adaptations in sulfatases underpin colonic mucin degradation by Akkermansia muciniphila	Centre National de la Recherche Scientifique	FR
Protein thiol alterations drive pathologic liquid–liquid phase separation in the aging brain	City of Glasgow College	GB
Adipose triglyceride lipase driven lipolysis as a targetable metabolic vulnerability in prostate cancer with intrinsic metabolic inflexibility	Comprehensive Cancer Center Vienna	AT
Organelle proteomics of human, neonatal pig, healthy and diabetic mouse islets	Deutsches Diabetes-Zentrum e.V.	DE
Fractionated proteomics identifies a protein network mitigating resistance exercise-induced damage in human skeletal muscle	Essen University Hospital	DE
Fractionated proteomics identifies a protein network mitigating resistance exercise-induced damage in human skeletal muscle	Forschungszentrum Jülich	DE
Protein thiol alterations drive pathologic liquid–liquid phase separation in the aging brain	Freie Universität Berlin	DE
Protein thiol alterations drive pathologic liquid–liquid phase separation in the aging brain	Geriatric Research Education and Clinical Center	US
Organelle proteomics of human, neonatal pig, healthy and diabetic mouse islets	German Center for Diabetes Research	DE
Fractionated proteomics identifies a protein network mitigating resistance exercise-induced damage in human skeletal muscle	German Sport University Cologne	DE
Protein thiol alterations drive pathologic liquid–liquid phase separation in the aging brain	Goethe University Frankfurt	DE
Adipose triglyceride lipase driven lipolysis as a targetable metabolic vulnerability in prostate cancer with intrinsic metabolic inflexibility	Graz University of Technology	AT
Organelle proteomics of human, neonatal pig, healthy and diabetic mouse islets	Heinrich Heine University Düsseldorf	DE
Organelle proteomics of human, neonatal pig, healthy and diabetic mouse islets	Helmholtz Zentrum München	DE
Protein thiol alterations drive pathologic liquid–liquid phase separation in the aging brain	Humboldt-Universität zu Berlin	DE
Breast meat quality of organically reared chickens supplemented with live black soldier fly larvae: A multi-level nutritional, proteomic and sensory assessment	Institute of Sciences of Food Production	IT
Protein thiol alterations drive pathologic liquid–liquid phase separation in the aging brain	Johns Hopkins Medicine	US
Protein thiol alterations drive pathologic liquid–liquid phase separation in the aging brain	Johns Hopkins University	US
Impact of secretome containing extracellular vesicles from human induced pluripotent stem cell-derived cardiomyocytes	Kyorin University	JP
Unique adaptations in sulfatases underpin colonic mucin degradation by Akkermansia muciniphila	Laboratoire de Biologie Intégrative des Modèles Marins	FR
Protein thiol alterations drive pathologic liquid–liquid phase separation in the aging brain	Leibniz Institute for Analytical Sciences - ISAS	DE
Protein thiol alterations drive pathologic liquid–liquid phase separation in the aging brain	Lieber Institute for Brain Development	US
Protein thiol alterations drive pathologic liquid–liquid phase separation in the aging brain	Louis Stokes Cleveland VA Medical Center	US
Organelle proteomics of human, neonatal pig, healthy and diabetic mouse islets	Ludwig-Maximilians-Universität München	DE
Adipose triglyceride lipase driven lipolysis as a targetable metabolic vulnerability in prostate cancer with intrinsic metabolic inflexibility	Medical University of Graz	AT
Adipose triglyceride lipase driven lipolysis as a targetable metabolic vulnerability in prostate cancer with intrinsic metabolic inflexibility	Medical University of Vienna	AT
Protein thiol alterations drive pathologic liquid–liquid phase separation in the aging brain	MRC Mitochondrial Biology Unit	GB
Protein thiol alterations drive pathologic liquid–liquid phase separation in the aging brain	National and Kapodistrian University of Athens	GR
Breast meat quality of organically reared chickens supplemented with live black soldier fly larvae: A multi-level nutritional, proteomic and sensory assessment	National Research Council	IT
Breast meat quality of organically reared chickens supplemented with live black soldier fly larvae: A multi-level nutritional, proteomic and sensory assessment	Nofima	NO
Impact of secretome containing extracellular vesicles from human induced pluripotent stem cell-derived cardiomyocytes	Osaka Health Science University	JP
Impact of secretome containing extracellular vesicles from human induced pluripotent stem cell-derived cardiomyocytes	Osaka Prefecture University	JP
Fractionated proteomics identifies a protein network mitigating resistance exercise-induced damage in human skeletal muscle	Ruhrlandklinik	DE
Unique adaptations in sulfatases underpin colonic mucin degradation by Akkermansia muciniphila	Sahlgrenska University Hospital	SE
Unique adaptations in sulfatases underpin colonic mucin degradation by Akkermansia muciniphila	Sorbonne Université	FR
Unique adaptations in sulfatases underpin colonic mucin degradation by Akkermansia muciniphila	Station Biologique de Roscoff	FR
Unique adaptations in sulfatases underpin colonic mucin degradation by Akkermansia muciniphila	Tallinn University of Technology	EE
Region-Specific Proteomic Profiles of Extracellular Vesicles (EVs) Derived from Human Macular and Peripheral RPE-Choroid Explants	The George Institute for Global Health	AU
Region-Specific Proteomic Profiles of Extracellular Vesicles (EVs) Derived from Human Macular and Peripheral RPE-Choroid Explants	The University of Sydney	AU
Protein thiol alterations drive pathologic liquid–liquid phase separation in the aging brain	University Hospitals Cleveland Medical Center	US
Protein thiol alterations drive pathologic liquid–liquid phase separation in the aging brain	University of Belgrade	RS
Fractionated proteomics identifies a protein network mitigating resistance exercise-induced damage in human skeletal muscle	University of Bonn	DE
Protein thiol alterations drive pathologic liquid–liquid phase separation in the aging brain	University of Cambridge	GB
Fractionated proteomics identifies a protein network mitigating resistance exercise-induced damage in human skeletal muscle	University of Cologne	DE
Fractionated proteomics identifies a protein network mitigating resistance exercise-induced damage in human skeletal muscle	University of Duisburg-Essen	DE
Unique adaptations in sulfatases underpin colonic mucin degradation by Akkermansia muciniphila	University of Essex	GB
Fractionated proteomics identifies a protein network mitigating resistance exercise-induced damage in human skeletal muscle	University of Freiburg	DE
Protein thiol alterations drive pathologic liquid–liquid phase separation in the aging brain	University of Glasgow	GB
Unique adaptations in sulfatases underpin colonic mucin degradation by Akkermansia muciniphila	University of Gothenburg	SE
Adipose triglyceride lipase driven lipolysis as a targetable metabolic vulnerability in prostate cancer with intrinsic metabolic inflexibility	University of Graz	AT
Fractionated proteomics identifies a protein network mitigating resistance exercise-induced damage in human skeletal muscle	University of Hildesheim	DE
Unique adaptations in sulfatases underpin colonic mucin degradation by Akkermansia muciniphila	University of Liverpool	GB
Unique adaptations in sulfatases underpin colonic mucin degradation by Akkermansia muciniphila	University of Michigan	US
Breast meat quality of organically reared chickens supplemented with live black soldier fly larvae: A multi-level nutritional, proteomic and sensory assessment	University of Turin	IT
Unique adaptations in sulfatases underpin colonic mucin degradation by Akkermansia muciniphila	University of Victoria	CA
Adipose triglyceride lipase driven lipolysis as a targetable metabolic vulnerability in prostate cancer with intrinsic metabolic inflexibility	University of Vienna	AT
Unique adaptations in sulfatases underpin colonic mucin degradation by Akkermansia muciniphila	University of York	GB
Adaptively evolved chitin overproduction in Saccharomyces cerevisiae	Aalto University	FI
An Acetylation-Primed SUMOylation Switch Controls RORβ Stability through a p300-SIRT1 Regulatory Axis	Baylor College of Medicine	US
Particles of echovirus 18 open to release their genomes in vivo	Central European Institute of Technology – Masaryk University	CZ
2 H 2 O labeling methods for bulk and single muscle protein synthesis measures, and measures of integrated muscle protein synthesis and breakdown rates: A pilot study	Copenhagen University Hospital	DK
Epiproteomic profiling identifies histone H4 hyperacetylation as a prognostic marker in pleural mesothelioma	European Institute of Oncology	IT
2 H 2 O labeling methods for bulk and single muscle protein synthesis measures, and measures of integrated muscle protein synthesis and breakdown rates: A pilot study	Frederiksberg Hospital	DK
Effects of Fluoride and 8:2 FTOH on β-Cell Calcium Signaling and Insulin Homeostasis: An Exploratory Study	Instituição Toledo de Ensino	BR
Epiproteomic profiling identifies histone H4 hyperacetylation as a prognostic marker in pleural mesothelioma	Istituti di Ricovero e Cura a Carattere Scientifico	IT
2 H 2 O labeling methods for bulk and single muscle protein synthesis measures, and measures of integrated muscle protein synthesis and breakdown rates: A pilot study	Liverpool John Moores University	GB
Effects of Fluoride and 8:2 FTOH on β-Cell Calcium Signaling and Insulin Homeostasis: An Exploratory Study	Nova Southeastern University	US
Particles of echovirus 18 open to release their genomes in vivo	Oslo University Hospital	NO
Epiproteomic profiling identifies histone H4 hyperacetylation as a prognostic marker in pleural mesothelioma	Ospedale San Giovanni Bosco	IT
Particles of echovirus 18 open to release their genomes in vivo	Precision for Medicine (United States)	US
Protocol to study inflammasome activation in induced pluripotent stem cell-derived macrophages	Queen's University Belfast	GB
2 H 2 O labeling methods for bulk and single muscle protein synthesis measures, and measures of integrated muscle protein synthesis and breakdown rates: A pilot study	Rigshospitalet	DK
An Acetylation-Primed SUMOylation Switch Controls RORβ Stability through a p300-SIRT1 Regulatory Axis	Scripps (United States)	US
An Acetylation-Primed SUMOylation Switch Controls RORβ Stability through a p300-SIRT1 Regulatory Axis	Scripps Research Institute	US
An Acetylation-Primed SUMOylation Switch Controls RORβ Stability through a p300-SIRT1 Regulatory Axis	The Herbert Wertheim UF Scripps Institute for Biomedical Innovation & Technology	unknown
Effects of Fluoride and 8:2 FTOH on β-Cell Calcium Signaling and Insulin Homeostasis: An Exploratory Study	The University of Osaka	JP
Effects of Fluoride and 8:2 FTOH on β-Cell Calcium Signaling and Insulin Homeostasis: An Exploratory Study	Universidade Sagrado Coração	BR
2 H 2 O labeling methods for bulk and single muscle protein synthesis measures, and measures of integrated muscle protein synthesis and breakdown rates: A pilot study	University of Copenhagen	DK
An Acetylation-Primed SUMOylation Switch Controls RORβ Stability through a p300-SIRT1 Regulatory Axis	University of Montana	US
Potential Virulence Factors in Pyrenophora teres Through Label‐Free Cellular Proteomics Analysis	University of Southern Queensland	AU
Potential Virulence Factors in Pyrenophora teres Through Label‐Free Cellular Proteomics Analysis	University of Tasmania	AU
Adaptively evolved chitin overproduction in Saccharomyces cerevisiae	VTT Technical Research Centre of Finland	FI

Method & identity rules

Knowledge flow without invented bridges

The collector connects sources only through compatible official or persistent identifiers. Missing assignments remain visibly unknown.

1
Define the project cohort exactly
CORDIS project codes and reported German participation define the AI cohort; they do not prove German authorship of every output.
2
Take outputs from OpenAIRE
Research products are connected only through the project relation reported by OpenAIRE. Full-cohort aggregates remain separate from the OpenAlex run.
3
Preserve every DOI relation
Every valid DOI of an output is processed separately. The collector picks no supposed primary DOI and matches no titles or person names.
4
Resolve references backwards
A citing work counts only when its OpenAlex reference list contains a resolved target work. Institutions come from reported affiliations.

Collection, linking, classification and presentation use no generative AI model.

How to read the figures correctly

Citations evidence scholarly attention or reuse, not quality or economic or societal impact.
CORDIS proves German participation in the project. It does not prove that a German project participant authored a linked output.
The flow analysis processes every exact DOI-linked output in the configured cohort.
Countries, sectors and institutions are full-counted from reported OpenAlex affiliations and may overlap. Missing affiliations remain unknown.
Sources add, correct and deduplicate records retrospectively. Recent months are therefore marked provisional.

Sources, licences & individual coverage status

Each source shows its check status. The upstream cutoff is stated separately from the collector run time; bounded samples are never extrapolated.

European Commission · CORDISavailable

1,055

Licence / reuse: European Commission reuse policy

checked 01 Aug 2026, 10:42Open source ↗

OpenAIRE Graphavailable

52,740

Licence / reuse: CC BY 4.0

checked 01 Aug 2026, 10:42Open source ↗

OpenAlexavailable

36,621

Licence / reuse: CC0

checked 01 Aug 2026, 10:42Open source ↗

ROR identifiers via OpenAlexavailable

45,873

Licence / reuse: CC0

checked 01 Aug 2026, 10:42Open source ↗

Frequently asked questions

What does AI knowledge flow measure?

It observes which works cite outputs from EU-funded AI projects and which countries, sectors and institutions occur in the reported affiliations of those citing works. This is a signal of scholarly attention and reuse.

What coverage does the OpenAlex analysis have?

The observed-flow card states the active scope. A bounded probe is never extrapolated. A complete crawl processes the configured DOI cohort; unresolved DOIs remain reported as gaps.

Does the index prove German authorship or impact?

No. CORDIS proves German project participation, not authorship of every output. A citation also proves neither quality nor economic or societal impact.

Why can one output have several DOI and OpenAlex links?

OpenAIRE can report multiple persistent identifiers for one output, such as a preprint and journal version. The collector preserves this many-to-many relation instead of arbitrarily choosing one primary identifier.

Does the index publish author names?

No. Work, institution and ROR identifiers are sufficient for the knowledge-flow analysis. Person, author and ORCID data are excluded from the public dataset.

Does the collector use generative AI?

No. It uses versioned rules, exact identifiers, API responses and schema validation. There is no language model in the collector and no generated assignment.

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