Forskinga mi fokuserer på topologiske metodar i statistikk og maskinlæring. Topologisk dataanalyse handlar om analyse av dataform. Forskinga mi inneber effektiv koding av data til simplisielle kompleks (topologisk representasjon og sparsifikasjon), validasjonsmål for urettleia persistent homologi og effektive vektorrepresentasjonar av persistent homologi. Eg nyttar òg metodane i biomedisin og geofysikk.

Konferanseforedrag

• Heebah Saleem; Nello Blaser; Sergey Alyaev et al. (2026). Generation of Local Geological Structure Ahead of the Bit Using Diffusion-Based AI Models. (ekstern lenke)
• Xiaokang Zhang; Marta Eide; Odd Andre Karlsen et al. (2018). Modelling the chemical defensome networks --- a dynamic visualisation of the involved genes and interactions in two fish species and human. (ekstern lenke)
• Marta Eide; Xiaokang Zhang; Odd Andre Karlsen et al. (2018). Modelling The Chemical Defensome Networks - A Comparative Dynamic Visualisation Of The Involved Genes And Interactions In Two Fish Species And Humans. (ekstern lenke)
• Anders Goksøyr; Guttorm Alendal; Libe Aranguren Abadía et al. (2018). dCOD 1.0: DECODING THE SYSTEMS TOXICOLOGY OF ATLANTIC COD (GADUS MORHUA). (ekstern lenke)
• Anders Goksøyr; Guttorm Alendal; Libe Aranguren-Abadía et al. (2019). dCOD 1.0: DECODING THE SYSTEMS TOXICOLOGY OF ATLANTIC COD (GADUS MORHUA) – HIGHLIGHTS SO FAR. (ekstern lenke)
• Marta Eide; Anders Goksøyr; Fekadu Yadetie et al. (2020). A multi-omics approach to study Ppar-mediated regulation of lipid metabolism in Atlantic cod (Gadus morhua). (ekstern lenke)
• Nello Blaser; Morten Brun (2020). Relative Persistent Homology. (ekstern lenke)
• Fekadu Yadetie; Marta Eide; Sofie Söderström et al. (2017). PRECISION-CUT LIVER SLICES (PCLS) FOR TOXICOGENOMIC STUDIES IN ATLANTIC COD (Gadus morhua): THE dCOD 1.0 PROJECT. (ekstern lenke)
• Zhanna Tairova; Mette Helen Bjørge Müller; Jan Ludvig Lyche et al. (2017). Adverse effects in Atlantic cod (Gadus morhua) due to environmental exposure to pollutant mixtures from the Oslofjord, Norway. (ekstern lenke)
• Nello Blaser; Eileen Marie Hanna; Morten Brun et al. (2018). Discovering pathway perturbations with topological edge set enrichment analysis (TESEA). (ekstern lenke)
• Kristian Gundersen; Anna Oleynik; Guttorm Alendal et al. (2018). Combining Models and Machine Learning Techniques to Design Leak Detection Monitoring. (ekstern lenke)
• Kristian Gundersen; Anna Oleynik; Nello Blaser et al. (2019). Bayesian convolutional neural networks as a tool to detect discharges of pollutants to marine waters through time series classification. (ekstern lenke)
• Guttorm Alendal; Anna Oleynik; Nello Blaser et al. (2018). The need for proper environmental statistics to design adequate monitoring for offshore geological storage of CO2 projects.. (ekstern lenke)
• Karina Dale; Mette Helen Bjørge Müller; Zhanna Tairova et al. (2019). Biological responses of Atlantic cod (Gadus morhua) exposed to polycyclic aromatic hydrocarbons and perfluoroalkyl substances. (ekstern lenke)
• Morten Brun; Nello Blaser (2019). Sparse Nerves in Practice. (ekstern lenke)
• Marta Eide; Xiaokang Zhang; Odd Andre Karlsen et al. (2019). The chemical defensome of Atlantic cod (Gadus morhua). (ekstern lenke)
• Natacha Galmiche; Helwig Hauser; Thomas Spengler et al. (2021). Revealing Multimodality in Ensemble Weather Prediction. (ekstern lenke)
• Fekadu Yadetie; Xiaokang Zhang; Eileen Marie Hanna et al. (2018). RNA-seq analysis of transcriptome responses in Atlantic cod (Gadus morhua) precision cut liver slices exposed to benzo[a]pyrene and 17α-ethynylestradiol. (ekstern lenke)
• Kristian Gundersen; Anna Oleynik; Hans J. Skaug et al. (2018). Machine Learning in CO2 leak detection. (ekstern lenke)
• Fekadu Yadetie; Xiaokang Zhang; Eileen Marie Hanna et al. (2019). Toxicogenomic responses in Atlantic cod (Gadus morhua) after treatment with selected environmental contaminants in vivo and ex vivo. (ekstern lenke)
• Nello Blaser; Shirin Fallahi; Håvard G Frøysa (2017). Model reduction under parameter uncertainty. (ekstern lenke)
• Marta Eide; Xiaokang Zhang; Odd Andre Karlsen et al. (2018). Modelling the chemical defensome network - a dynamic visualisation of the involved genes and pathways in two fish species and humans. (ekstern lenke)
• Fekadu Yadetie; Xiaokang Zhang; Eileen Marie Hanna et al. (2019). EFFECTS OF SELECTED ENVIRONMENTAL ESTROGENS ON EXPRESSION OF FIBROBLAST GROWTH FACTOR SIGNALING PATHWAY GENES IN THE LIVER OF ATLANTIC COD (GADUS MORHUA) IN VIVO AND EX VIVO. (ekstern lenke)
• Nello Blaser; Shirin Fallahi; Håvard G Frøysa (2017). Model reduction under parameter uncertainty. (ekstern lenke)
• Zhanna Tairova; Mette Helen Bjørge Müller; Jan Ludvig Lyche et al. (2018). Adverse health effects related to chemical exposure in Atlantic cod (Gadus morhua) from Norwegian fjords. (ekstern lenke)
• Fekadu Yadetie; Xiaokang Zhang; Eileen Marie Hanna et al. (2018). RNA-seq analysis of transcriptome responses in Atlantic cod (Gadus morhua) precision cut liver slices exposed to benzo[a]pyrene and 17α-ethynylestradiol. (ekstern lenke)
• Nello Blaser (2017). Topological Data Analysis in Epidemiology. (ekstern lenke)
• Nello Blaser; Morten Brun (2017). An attempt at using topology for classification. (ekstern lenke)
• Nello Blaser; Morten Brun (2017). Divisive cover classification. (ekstern lenke)

Vitenskapelig artikkel

• Aurora Grefsrud; Nello Blaser; Trygve Buanes (2026). Calibrated and uncertain? Evaluating uncertainty estimates in binary classification models. (ekstern lenke)
• Odin Hoff Gardå; Nello Blaser (2026). RotaTouille: Rotation Equivariant Deep Learning for Contours. (ekstern lenke)
• Nello Blaser; Morten Brun; Odin Hoff Gardå et al. (2025). Core Bifiltration. (ekstern lenke)
• Benjamin Bergougnoux; Nello Blaser; Michael Ralph Fellows et al. (2025). On the parameterized complexity of lineal topologies (depth-first spanning trees) with many or few leaves. (ekstern lenke)
• Kristian Gundersen; Anna Oleynik; Nello Blaser et al. (2021). Semi-conditional variational auto-encoder for flow reconstruction and uncertainty quantification from limited observations. (ekstern lenke)
• Nello Blaser; Erlend Raa Vågset (2025). Homology localization through the looking-glass of parameterized complexity theory. (ekstern lenke)
• Benedicte Sjo Tislevoll; Monica Hellesøy; Oda Helen Eck Fagerholt et al. (2022). Early response evaluation by single cell signaling profiling in acute myeloid leukemia. (ekstern lenke)
• Fekadu Yadetie; Xiaokang Zhang; Eileen Marie Hanna et al. (2018). RNA-Seq analysis of transcriptome responses in Atlantic cod (Gadus morhua) precision-cut liver slices exposed to benzo[a]pyrene and 17α-ethynylestradiol. (ekstern lenke)
• Janne Estill; Cliff C. Kerr; Nello Blaser et al. (2018). The effect of monitoring viral load and tracing patients lost to follow-up on the course of the HIV epidemic in Malawi: A mathematical model. (ekstern lenke)
• Kristian Gundersen; Guttorm Alendal; Anna Oleynik et al. (2020). Binary time series classification with Bayesian convolutional neural networks when monitoring for marine gas discharges. (ekstern lenke)
• Simeon Sahani Mayala; Ida Ajvazi Herdlevær; Jonas Bull Haugsøen et al. (2022). GUBS: Graph-based unsupervised brain segmentation in MRI images. (ekstern lenke)
• Nello Blaser; Morten Brun (2019). Sparse Nerves in Practice. (ekstern lenke)
• Morten Brun; Nello Blaser (2018). Sparse Filtered Nerves. (ekstern lenke)
• Emmanuel Sam; Benjamin Bergougnoux; Petr Golovach et al. (2023). Kernelization for Finding Lineal Topologies (Depth-First Spanning Trees) with Many or Few Leaves. (ekstern lenke)
• Nello Blaser; Morten Brun (2020). Relative Persistent Homology. (ekstern lenke)
• Sonia Gavasso; Jonas Bull Haugsøen; Dimitrios Kleftogiannis et al. (2025). High-dimensional Immune Profiling Following Autologous Hematopoietic Stem Cell Transplantation in Relapsing-Remitting Multiple Sclerosis. (ekstern lenke)
• Anna Oleynik; Maribel I. García-Ibáñez; Nello Blaser et al. (2020). Optimal sensors placement for detecting CO2 discharges from unknown locations on the seafloor. (ekstern lenke)
• Nello Blaser; Morten Brun (2018). Divisive Cover. (ekstern lenke)
• Gerd Haga Bringeland; Nello Blaser; Kjell-Morten Myhr et al. (2021). Wearing-off symptoms during standard and extended natalizumab dosing intervals: Experiences from the COVID-19 pandemic. (ekstern lenke)
• Nello Blaser; Morten Brun (2022). Relative Persistent Homology. (ekstern lenke)
• Gerd Haga Bringeland; Lucius Bader; Nello Blaser et al. (2019). Optimization of receptor occupancy assays in mass cytometry: Standardization across channels with QSC beads. (ekstern lenke)
• Karina Dale; Mette Bjørge Müller; Zhanna Tairova et al. (2019). Contaminant accumulation and biological responses in Atlantic cod (Gadus morhua) caged at a capped waste disposal site in Kollevåg, Western Norway. (ekstern lenke)
• Gerd Haga Bringeland; Nello Blaser; Kjell-Morten Myhr et al. (2020). Wearing-off at the end of natalizumab dosing intervals is associated with low receptor occupancy. (ekstern lenke)
• Marta Eide; Anders Goksøyr; Fekadu Yadetie et al. (2023). Integrative omics-analysis of lipid metabolism regulation by peroxisome proliferator-activated receptor a and b agonists in male Atlantic cod. (ekstern lenke)
• Mitchell Black; Nello Blaser; Amir Nayyeri et al. (2022). ETH-Tight Algorithms for Finding Surfaces in Simplicial Complexes of Bounded Treewidth. (ekstern lenke)
• Kareem Eldin Mohammed Ahmed; Håvard G Frøysa; Odd Andre Karlsen et al. (2018). Effects of defined mixtures of POPs and endocrine disruptors on the steroid metabolome of the human H295R adrenocortical cell line. (ekstern lenke)
• Morten Brun; Nello Blaser (2017). Filtered covers. (ekstern lenke)
• Nello Blaser; Morten Brun; Lars Moberg Salbu et al. (2024). The parameterized complexity of finding minimum bounded chains. (ekstern lenke)
• Håvard G Frøysa; Shirin Fallahi; Nello Blaser (2018). Evaluating model reduction under parameter uncertainty. (ekstern lenke)
• Lucius Bader; Stein-Erik Gullaksen; Nello Blaser et al. (2019). Candidate markers for stratification and classification in rheumatoid arthritis. (ekstern lenke)
• Morten Brun; Nello Blaser (2019). Sparse Dowker nerves. (ekstern lenke)
• Nello Blaser; Barbara Bertisch; Roger D. Kouyos et al. (2017). Impact of screening and antiretroviral therapy on anal cancer incidence in HIV-positive MSM. (ekstern lenke)
• Benedicte Sjo Tislevoll; Monica Hellesøy; Oda Helen Eck Fagerholt et al. (2023). Early response evaluation by single cell signaling profiling in acute myeloid leukemia. (ekstern lenke)

Konferanseposter

• Anders Goksøyr; Guttorm Alendal; Libe Aranguren-Abadía et al. (2019). dCOD 1.0: DECODING THE SYSTEMS TOXICOLOGY OF ATLANTIC COD (GADUS MORHUA) – HIGHLIGHTS SO FAR. (ekstern lenke)
• Anna Oleynik; Kristian Gundersen; Guttorm Alendal et al. (2018). Mathematical methods for detection and localization of CO2 leaks. (ekstern lenke)
• Eileen Marie Hanna; Xiaokang Zhang; Shirin Fallahi et al. (2019). A draft metabolic reconstruction of Atlantic cod (Gadus morhua) liver. (ekstern lenke)
• Kristian Gundersen; Anna Oleynik; Nello Blaser et al. (2020). Reconstruction of Currents Based on Sparse Observations with Deep Learning. (ekstern lenke)
• Kristian Gundersen; Nello Blaser; Guttorm Alendal et al. (2017). Assessment of Topological Data Analysis and Machine Learning Technologies as Tools for Seep Detection. (ekstern lenke)
• Morten Blørstad; Berent Ånund Strømsnes Lunde; Nello Blaser (2024). Stable Update of Regression Trees. (ekstern lenke)
• Anders Goksøyr; Malin Celander; Guttorm Alendal et al. (2017). dCod 1.0: decoding the systems toxicology of Atlantic cod (Gadus morhua). (ekstern lenke)
• Marta Eide; Xiaokang Zhang; Odd Andre Karlsen et al. (2018). MODELLING THE CHEMICAL DEFENSOME NETWORKS - a comparative visualisation of the defense genes and interactions in two fish species and human. (ekstern lenke)
• Eileen Marie Hanna; Nello Blaser; Morten Brun et al. (2018). Persistent homology and network analyses reveal key gene interactions affected by environmental pollutants in Atlantic cod. (ekstern lenke)
• Siri Øfsthus Goksøyr; Anders Goksøyr; Odd Andre Karlsen et al. (2017). dCod 1.0 decoding the systems toxicology of Atlantic cod. (ekstern lenke)
• Xiaokang Zhang; Marta Eide; Odd Andre Karlsen et al. (2019). THE CHEMICAL DEFENSOME OF ATLANTIC COD (GADUS MORHUA): HOW DOES IT DIFFER FROM DEFENSOME NETWORKS IN OTHER TELEOST SPECIES?. (ekstern lenke)
• Karina Dale; Mette Helen Bjørge Müller; Zhanna Tairova et al. (2019). Biological responses of Atlantic cod (Gadus morhua) exposed to polycyclic aromatic hydrocarbons (PAHs) and perfluoroalkyl substances (PFASs). (ekstern lenke)
• Nello Blaser; Shirin Fallahi; Håvard G Frøysa (2017). Model reduction under parameter uncertainty. (ekstern lenke)
• Nello Blaser; Morten Brun; Lucius Bader et al. (2018). Diagnosing rheumatoid arthritis with mass cytometry using topological data analysis. (ekstern lenke)
• Heebah Saleem; Sergey Alyaev; Nello Blaser et al. (2025). Latent Diffusion For Text Generation and its Application in Geology. (ekstern lenke)

Masteroppgave

• Nello Blaser; Audun Ljone Henriksen; Martin Møller Greve (2023). Learning Acquisition Functions for Cost-aware Bayesian Optimization. (ekstern lenke)
• Leander Jacob Nielsen Eikås; Martin Møller Greve; Nello Blaser et al. (2024). Machine learning for early detection of structure loss in the Czochralski process. (ekstern lenke)

Vitenskapelig bokkapittel

• Natacha Galmiche; Helwig Hauser; Thomas Spengler et al. (2021). Revealing Multimodality in Ensemble Weather Prediction. (ekstern lenke)
• Morten Brun; Nello Blaser (2008). Sparse Nerves in Practice. (ekstern lenke)

Forelesning

• Eileen Marie Hanna; Xiaokang Zhang; Marta Eide et al. (2019). A draft metabolic reconstruction of Atlantic cod (Gadus morhua) liver: how to and what for?. (ekstern lenke)
• Nello Blaser (2019). Machine Learning in Mathematical Modeling. (ekstern lenke)
• Nello Blaser (2017). Clinical trials for biomarker detection and evaluation - opportunities, benefits and challenges - The biostatistician’s view. (ekstern lenke)

Fagartikkel

• Kristian Gundersen; Anna Oleynik; Nello Blaser et al. (2020). Semi Conditional Variational Auto-Encoder for Flow Reconstruction and Uncertainty Quantification from Limited Observations. (ekstern lenke)

Rettelse i tidsskrift

• Benedicte Sjo Tislevoll; Monica Hellesøy; Oda Helen Eck Fagerholt et al. (2023). Author Correction: Early response evaluation by single cell signaling profiling in acute myeloid leukemia (Nature Communications, (2023), 14, 1, (115), 10.1038/s41467-022-35624-4). (ekstern lenke)

Se en fullstendig oversikt over publikasjoner i NVA.

http://orcid.org/0000-0001-9489-1657