Publications
Grouped by area, reverse-chronological within each. See also Google Scholar.
In preparation
Work being written up. Titles are withheld until submission.
- — SIDERIUSIn preparation Resource-aware multi-agent systems for autonomous machine-learning research. Project ↗
- — FrontierPhysicsIn preparation A benchmark for how AI agents carry out frontier physics research. Project ↗benchflow.ai ↗
Machine learning
- 2026 Resilient Load Forecasting under Climate Change: Adaptive Conditional Neural Processes for Few-Shot Extreme Load Forecasting Chenxi Hu, Yue Ma, Yifan Wu, Yunhe Hou · Preprint arXiv ↗
Dark matter and rare-event searches
XENONnT Collaboration papers carry collaboration-wide alphabetical authorship, so the author list says nothing about who did what. My own contribution is noted under each.
- 2023 First Dark Matter Search with Nuclear Recoils from the XENONnT Experiment XENON Collaboration (E. Aprile et al.) · Physical Review Letters 131, 041003 Core contributor · event selection, efficiency modelling, background modelling arXiv ↗DOI ↗
- 2022 Search for New Physics in Electronic Recoil Data from XENONnT XENON Collaboration (E. Aprile et al.) · Physical Review Letters 129, 161805 Core contributor · detector response calibration, data processing algorithms arXiv ↗DOI ↗
Detector concepts and phenomenology
Acknowledged contributions
Work I contributed to substantially without being listed as an author.
- 2025 RESuM: A Rare Event Surrogate Model for Physics Detector Design ICLR 2025 (Spotlight) Contributed core algorithms and derivations arXiv ↗OpenReview ↗