Personal profile
Keywords
- Computer science
- machine learning
- statistics
- physics
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):
-
SDG 3 Good Health and Well-being
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
Research output
-
Enhancing Gravitational-Wave Detection: A Machine Learning Pipeline Combination Approach with Robust Uncertainty Quantification
Ashton, G., Malz, A.-K. & Colombo, N., 8 Jan 2026, In: Physical Review Letters. 136, 1, 011402.Research output: Contribution to journal › Letter › peer-review
Open Access -
Classification uncertainty for transient gravitational-wave noise artifacts with optimized conformal prediction
Malz, A.-K., Ashton, G. & Colombo, N., 29 Apr 2025, In: Physical Review D . 111, 084078.Research output: Contribution to journal › Article › peer-review
Open Access -
Conformal load prediction with transductive graph autoencoders
Luo, R. & Colombo, N., 6 Feb 2025, In: Machine Learning. 114, 3, 22 p., 54.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
Enhanced route planning with calibrated uncertainty set
Tang, L., Luo, R., Zhou, Z. & Colombo, N., 26 Mar 2025, In: Machine Learning. 114, 15 p., 129.Research output: Contribution to journal › Article › peer-review
Open Access -
Calibrating gravitational-wave search algorithms with conformal prediction
Ashton, G., Colombo, N., Harry, I. & Sachdev, S., 17 Jun 2024, In: Physical Review D. 109, 12, 18 p., 123027.Research output: Contribution to journal › Article › peer-review
Open Access
-
Revealing the secrets of neutron-star interiors with AI and the SKA
Graber, V. (Fellow), Colombo, N. (CoI), Cowan, B. (Mentor) & Saunders, J. (Mentor)
14/10/24 → 13/10/28
Project: Research
-
Turing Network Development Award
Ashton, G. (PI) & Colombo, N. (CoI)
1/01/22 → 30/09/22
Project: Research