Research and development publications

Energy
Food and beverage
Aquaculture and Ocean Health

Whitepaper20 October 2026

Framework for Marine Spatial Planning – Building Stakeholder Trust

As offshore wind, aquaculture, marine conservation, fisheries, and other ocean uses compete for marine space, policymakers and developers face growing challenges in balancing environmental, economic, ...

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Energy

Position paper03 September 2026

Competitive Position of Zero-Carbon Dispatchable Generation

This position paper presents DNV’s perspective on the role of zero-carbon dispatchable generation in future energy systems.

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Healthcare

Position paper08 May 2026

How Can I Trust My Fake Data?

Synthetic data is increasingly used in healthcare to overcome limitations in access to real world data, enabling innovation while addressing privacy, ethical, and practical constraints. However, its u...

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Energy

Whitepaper30 March 2026

Climate change impacts on renewable energy sources

How can DNV help you understand and mitigate climate change impacts on renewable energy assets?

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Energy
Maritime
Automotive, Aerospace and Rail

Position paper24 February 2026

Assurance of AI-Enabled Systems

This position paper presents DNV's views on the new risks and challenges AI introduces as well as the potential solutions for assurance of AI-enabled systems. We posit that assurance methods are avail...

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Energy

Brochure24 February 2026

Rammeverk for håndtering av risiko i industrielle KI-systemer

Formålet med dette rammeverket er å støtte virksomheter som vil innføre og drifte KI-systemer og løsninger i komplekse industrielle prosesser på en måte som kombinerer verdiskaping med systematisk og ...

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Maritime
Energy

Position paper20 November 2025

Building Confidence in Model-Based Predictions: Quantifying and reducing uncertainty in physics- and data-driven models

This position paper presents DNV’s perspective on building confidence in model-based predictions by combining physics-based and data-driven modelling with rigorous uncertainty quantification.

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Maritime

Whitepaper20 October 2025

Maritime nuclear propulsion – Technologies, commercial viability, and regulatory challenges for nuclear-powered vessels

DNV’s white paper explores the opportunities, challenges, and pathways for integrating nuclear technology into commercial shipping.

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Maritime

Position paper17 October 2025

The Role of Simulation in the Assurance of Complex and Automated Systems

This position paper discusses the increasing importance of simulation in assuring complex systems, emphasizing its role in building trust, managing risk, and enabling continuous, data-driven assurance...

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Healthcare and Medical Devices

Report08 September 2025

Building Trust in Digital Transformation of Healthcare

How can healthcare providers accelerate the adoption of digital technologies?

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Energy

Position paper16 May 2025

The competitive position of long-duration storage solutions in the power system

This paper takes an in-depth look at the role long-duration energy storage will play in power systems increasingly dominated by variable renewable energy sources.

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Energy
Maritime

Report09 April 2025

North Sea Forecast

Explore the most likely future of the North Sea towards 2050

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Healthcare

Paper17 March 2025

Insights into suggested Responsible AI (RAI) practices in real-world settings

When planning to use AI-based tools in the healthcare services, it is vital to understand that there are significant differences between ordinary software and AI products.

Aquaculture and Ocean Health
Food and beverage

Position paper11 February 2025

Sea Lice Monitoring of Tomorrow - The Potential of Automated Sea Lice Counters

Explore how automated AI-based sea lice counting technologies can improve sea lice monitoring, management, and regulation – and how DNV's AI assurance method can build the trust to unlock their potent...

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Healthcare

Whitepaper10 December 2024

Ensuring Safe and Trustworthy AI

Explore the EU AI Act from a healthcare perspective

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Aquaculture and Ocean Health
Food and beverage

Whitepaper26 November 2024

DigiHeart

Explore how AI can be applied to assess heart deformities in salmon aquaculture.

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Food and beverage

Whitepaper07 November 2024

AgriView – Navigating Agricultural Policy and Regulations

Explore the European approach to regulating agriculture and its effects on the food, feed, and energy sectors

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Healthcare

Paper01 November 2024

Artificial intelligence in the health sector – a guide

When planning to use AI-based tools in the healthcare services, it is vital to understand that there are significant differences between ordinary software and AI products.