Publications (17)
Interplay and Characterization of Dark Matter Searches at Colliders and in Direct Detection Experiments
Sarah A. Malik, Christopher McCabe, Henrique Araujo +19
Context-Aware Generative Models for Prediction of Aircraft Ground Tracks
Nick Pepper, George De Ath, Marc Thomas +2
Human-in-the-Loop Testing of AI Agents for Air Traffic Control with a Regulated Assessment Framework
Ben Carvell, Marc Thomas, Andrew Pace +7
Probabilistic Simulation of Aircraft Descent via a Physics-Informed Machine Learning Approach
Amy Hodgkin, Nick Pepper, Marc Thomas
Learning Generative Models for Climbing Aircraft from Radar Data
Nick Pepper, Marc Thomas
Effect of ageing on the properties of the W-containing IRIS-TiAl alloy
Alain Couret, David Reyes, Marc Thomas +3
Dark Matter Benchmark Models for Early LHC Run-2 Searches: Report of the ATLAS/CMS Dark Matter Forum
Daniel Abercrombie, Nural Akchurin, Ece Akilli +136
Simplified Models for Dark Matter Searches at the LHC
Jalal Abdallah, Henrique Araujo, Alexandre Arbey +94
Conditioning Aircraft Trajectory Prediction on Meteorological Data with a Physics-Informed Machine Learning Approach
Amy Hodgkin, Nick Pepper, Marc Thomas
A Probabilistic Model for Aircraft in Climb using Monotonic Functional Gaussian Process Emulators
Nick Pepper, Marc Thomas, George De Ath +4
Dark Matter characterization at the LHC in the Effective Field Theory approach
Alexander Belyaev, Luca Panizzi, Alexander Pukhov +1
Fast Surrogate Models for Adaptive Aircraft Trajectory Prediction in En route Airspace
Nick Pepper, Marc Thomas, Zack Xuereb Conti
Towards model-independent exclusion of light Stops
Alexander Belyaev, Veronica Sanz, Marc Thomas
A Probabilistic Digital Twin of UK En Route Airspace for Training and Evaluating AI Agents for Air Traffic Control
Nick Pepper, Adam Keane, Amy Hodgkin +11
A framework for assuring the accuracy and fidelity of an AI-enabled Digital Twin of en route UK airspace
Adam Keane, Nick Pepper, Chris Burr +4
Light sfermion interplay in the 125 GeV MSSM Higgs production and decay at the LHC
Alexander Belyaev, Shaaban Khalil, Stefano Moretti +1
Anatomy of the Inert Two Higgs Doublet Model in the light of the LHC and non-LHC Dark Matter Searches
Alexander Belyaev, Giacomo Cacciapaglia, Igor P. Ivanov +2