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Tech Talk
AI/ML Deep Learning for Safety Applications in Decommissioning of Facilities
April 29, 2026 @ 10 am

KM-IT Tech Talk - AI/ML Deep Learning for Safety Applications in Decommissioning of Facilities

Florida International University (FIU) is conducting a series of D&D Tech Talks focusing on D&D topics relevant to the DOE EM Complex. On April 29, 2026, FIU will host a Tech Talk featuring Duriem Calderin Morales from the International Atomic Energy Agency (IAEA). This presentation provides a comprehensive overview of AI initiatives within the United Nations system, with a focus on the International Atomic Energy Agency’s (IAEA) mandate and activities supporting Member States in the safe application of AI for decommissioning.

Abstract

Artificial intelligence (AI) is rapidly transforming the way we do work, science and search for information around the world. The nuclear industry is also in the process of transforming as results, ranging from retrieval and summarization of test data, to detection of radionuclide for gamma spectroscopy, offering new challenges and opportunities for safety, and innovation, particularly in the context of decommissioning of nuclear facilities. This presentation provides a comprehensive overview of AI initiatives within the United Nations system, with a focus on the International Atomic Energy Agency’s (IAEA) mandate and activities supporting Member States in the safe application of AI for decommissioning.

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Speaker

Duriem Calderin Morales

Duriem Calderin Morales


Nuclear Engineer and Health Physics
International Atomic Energy Agency (IAEA),

With over 15 years of experience in the nuclear industry, Duriem is currently serving as a Nuclear Engineer and Health Physics decommissioning and waste expert at the International Atomic Energy Agency (IAEA), where he contributes to advancing global nuclear safety and security. His primary focus is on decommissioning safety assessments and novel facilities (SMR and fusion) design safety considerations for management of radioactive waste, spent fuel, and decommissioning.

Additionally, Duriem is the focal point for artificial intelligence in the Division of Radiation, Transport and Waste Safety. In this role, he advises on internal and external development and deployment of AI architectures for machine learning using deep learning systems for regulatory compliance and data analysis in nuclear safety to benefit Member States' regulatory bodies and interested parties.

Duriem is a Professional Engineer (P.E.) in Nuclear Engineering in Washington state and a Diplomate of the American Board of Health Physics (ABHP), also known as a Certified Health Physicist (CHP).


Joining the meeting instructions

This event is being hosted using Microsoft Teams. It is required for every attendee to have this app installed on their desktop or mobile device. You can download this app from the following link or use the links of the sidebar for mobile devices.

https://www.microsoft.com/en-us/microsoft-365/microsoft-teams/download-app

This event is sponsored by The U.S. Department of Energy

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