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of the work is on the climate effects of these unexpected events. The project is part of the activities in the competence center Trees for Me. Changes in our surrounding world linked to the consequences of a
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these technologies as competing alternatives, this project explores how they can operate as complementary technologies within a unified hybrid network, allowing traffic to be intelligently routed over the most
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-centric AI and explainable decision-making? Are you intrigued by the role of human expertise in complex optimization? This PhD position focuses on bringing humans into the loop of optimization processes
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PhD Position Simulating the Airspace of the Future: Fleet & Network Optimization for Future Aircraft
sources) that promise to significantly reduce aviation's climate impact. These aircraft, however, come with fundamentally different performance characteristics forcing airlines to rethink their operations
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PhD Position Simulating the Airspace of the Future: Fleet & Network Optimization for Future Aircraft
: Model development: + Characterizing the key performance differences between current and future aircraft models + Evaluating how these differences affect fleet assignment and network planning + Optimizing
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optimization methods to improve the robustness and performance of transport planning decisions? How can hybrid AI–optimization methods scale to large real-world transport and logistics systems while handling
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. Model transition pathways for the ABEL technologies to integrate into existing or new value chains. Minimize energy and resource use through efficient heat exchange, waste heat recovery, and optimized
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use through efficient heat exchange, waste heat recovery, and optimized process conditions. Assess and reduce environmental impacts, such as greenhouse gas emissions. Validate models with literature and
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16th August 2026 Languages English English English The Department of Civil and Environmental Engineering has a vacancy for a PhD in Predictive AI-Based Maintenance and Optimization of Building
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technical-scientific profile and a focus in professional education. The university is located in three cities with headquarters in Trondheim. At NTNU, 9,000 employees and 43,000 students work to create