Marc Boubnovski Martell
Scholar

Marc Boubnovski Martell

Google Scholar ID: 5y1fyAEAAAAJ
AI Scientist at Novo Nordisk
LLMReinforcement LearningSynthetic DataText-to-SQL3D vision
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Citations & Impact
All-time
Citations
39
 
H-index
4
 
i10-index
1
 
Publications
16
 
Co-authors
10
list available
Contact
No contact links provided.
Publications
9 items
Ambig-DS: A Benchmark for Task-Framing Ambiguity in Data-Science Agents
2026
Cited
0
Measuring Black-Box Confidence via Reasoning Trajectories: Geometry, Coverage, and Verbalization
2026
Cited
0
MechPert: Mechanistic Consensus as an Inductive Bias for Unseen Perturbation Prediction
2026
Cited
0
Towards Label-Free Biological Reasoning Synthetic Dataset Creation via Uncertainty Filtering
2025
Cited
0
SynthPert: Enhancing LLM Biological Reasoning via Synthetic Reasoning Traces for Cellular Perturbation Prediction
2025
Cited
0
Towards Agents That Know When They Don't Know: Uncertainty as a Control Signal for Structured Reasoning
2025
Cited
0
MedSR-Impact: Transformer-Based Super-Resolution for Lung CT Segmentation, Radiomics, Classification, and Prognosis
2025
Cited
0
Query, Don't Train: Privacy-Preserving Tabular Prediction from EHR Data via SQL Queries
2025
Cited
0
Resume (English only)
Co-authors
10 total
Kristofer Linton-Reid
Kristofer Linton-Reid
Imperial College London
J. M. Posma
J. M. Posma
Associate Professor in Biomedical Informatics, Imperial College London
Mitch Chen
Mitch Chen
Imperial College London
Julien Fauqueur
Julien Fauqueur
Novo Nordisk
Marco Antonio Calzado Canale ORCID:0000-0002-5338-535X
Marco Antonio Calzado Canale ORCID:0000-0002-5338-535X
Universidad de Córdoba
Josefa Stoisser
Josefa Stoisser
Research scientist at Novo Nordisk
Kaspar Märtens
Kaspar Märtens
Research Scientist at Novo Nordisk
Rory Donovan-Maiye
Rory Donovan-Maiye
Novo Nordisk