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Martins Zaumanis

Group leader of bituminous materials

Empa

Switzerland

Research Interests

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Professors in Switzerland Professors in Material Characterization Material Characterization professors in Switzerland

Articles (9)

Year:

2026

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2026

Year:

2026

Year:

2026

Year:

2026

Year:

2025

Year:

2025

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2025

Year:

2023

Collaborators (4)

Antonio Roberto

Scientist

Empa

SWITZERLAND

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Michele Griffa

Senior Research Scientist

Empa

SWITZERLAND

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David Hernando

Assistant Professor

University of Antwerp

BELGIUM

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Wim Van den bergh

University of Antwerp

BELGIUM

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Martins Zaumanis

Research Interests

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Articles (9)

A multiclass U-Net segmentation pipeline to identify multiple microstructural features in asphalt material volume: Application to high-RAP mixtures

Uncertainty-aware metrics for evaluating machine learning regression models in materials testing

Methodology for Physics-Informed Neural Networks for materials test result prediction: Case study on the Marshall test for asphalt

Towards the development of classification criteria for highly polymer-modified binders

Highly Recycled Asphalt Pavement: Recommendations for Producers and Road Owners

Evaluating binder ageing and polymer degradation levels in different reclaimed asphalt pavement (RAP) fractions

Using machine learning and statistics for mapping BTSV boundaries from penetration and softening point requirements

Hot asphalt recycling in cold climate: performance-based mixture design and a test section in the Swiss Alps

Asphalt recycling in polymer modified pavement: A test section and recommendations

Collaborators (4)

Antonio Roberto

Michele Griffa

David Hernando

Wim Van den bergh

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