Projects per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 11 Sustainable Cities and Communities
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Dive into the research topics where Zhiqiang Liu is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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IMPROVING THE PLANNING AND MANAGEMENT OF FLIGHT CONTINGENCIES IN THE SCALABLE DEPLOYMENT OF DRONE OPERATIONS
Ramos Gonzalez, J. J. (Principal Investigator), Muñoz Gamarra, J. L. (Co-Investigador/a Principal), Gutiérrez Sarmiento, M. C. (Collaborator), Liu , Z. (Collaborator), Moreno Ortiz, R. (Investigator), Hernández Oliu, R. (Collaborator), Sobejano Ventanyol, A. (Collaborator) & Çetin , E. (Investigator)
1/09/24 → 31/12/27
Project: Research Projects and Other Grants
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UN MARCO DE NEGOCIACION MULTI-AGENTE PARA LA PLANIFICACION DE ESCENARIOS U-SPACE LIBRES DE CONFLICTOS
Ramos Gonzalez, J. J. (Principal Investigator), Moreno Ortiz, R. (Investigator), Gutiérrez Sarmiento, M. C. (Collaborator), Isufaj , R. (Collaborator), Muñoz Gamarra, J. L. (Collaborator), Napalkova , L. (Collaborator), Nosedal Sanchez, J. (Collaborator), Omeri , M. (Collaborator), Piera Eroles, M. A. (Investigator), Liu , Z. (Collaborator) & Hernández Oliu, R. (Collaborator)
1/09/21 → 28/02/25
Project: Research Projects and Other Grants
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Deep reinforcement learning-based multi-agent negotiation framework for conflict-free U-Space scenarios
Liu, Z., Gonzalez, J. J. R., Çetin, E. & Munoz-Gamarra, J. L., Apr 2026, In: Transportation Research Part C: Emerging Technologies. 185, p. 105553 25 p., 105553.Research output: Contribution to journal › Article › Research › peer-review
Open Access3 Downloads (Pure) -
Impact assessment of the Strategic Planning performance in Shared U-space volumes
Ramos Gonzalez, J. J., Liu , Z., Muñoz Gamarra, J. L., Pastor, E. & Barrado, C., 10 Jan 2025, In: European Journal of Transport and Infrastructure Research. 25, 1, p. 67–85 19 p.Research output: Contribution to journal › Article › Research › peer-review
Open Access5 Link opens in a new tab Citations (Scopus)2 Downloads (Pure) -
UTM contingency management analysis and mitigation based on strategic vertiports assignment
Munoz-Gamarra, J. L., Ramos, J. J. & Liu, Z., 3 Jan 2025, American Institute of Aeronautics and Astronautics Inc. (AIAA). (AIAA Science and Technology Forum and Exposition, AIAA SciTech Forum 2025)Research output: Book/Report › Proceeding › Research › peer-review
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U-space contingency management based on enhanced mission description
Muñoz Gamarra, J. L., Ramos Gonzalez, J. J. & Liu , Z., 24 Oct 2024, In: Aerospace. 11, 11, 876.Research output: Contribution to journal › Article › Research › peer-review
Open Access1 Link opens in a new tab Citation (Scopus)1 Downloads (Pure) -
U-space Contingency Management Service: Enhancing U-space Volumes Safety
Muñoz Gamarra, J. L., Ramos Gonzalez, J. J. & Liu , Z., 2024, 8 p.Research output: Book/Report › Proceeding › Research › peer-review
Open Access6 Downloads (Pure)