Workshop paper on oracle-search procedures that enforce physical constraints on LLM-generated scientific code, with an execution-grounded evaluation protocol.
Jul 6, 2026
Attention-enhanced node-centric GarNet GNNs (UzzieNet) with 8× faster inference, plus knowledge distillation down to ~95% smaller models that beat the teacher on energy resolution, for the PicoCal of LHCb Upgrade II.
May 25, 2026
Benchmarking GarNet in PyTorch versus ONNX Runtime on multi-core CPUs and NVIDIA A100 GPUs: up to 5× CPU and ~2× GPU speedup with FP32 parity at 10⁻⁷, targeting the LHCb GPU trigger (HLT1/Allen).
May 25, 2026
A RAG and agentic-LLM tool (Claude, GPT-family models with a vector database over analysis scripts, notes, and documentation plus the LHCb software stack) to reproduce and accelerate a legacy LHCb analysis.
May 25, 2026
Talk on attention-enhanced lightweight GNNs (UzzieNet) for real-time particle reconstruction in LHCb's next-generation calorimeter.
Sep 8, 2025
Poster on optimizing graph neural networks and knowledge distillation for efficient particle reconstruction in LHCb's next-generation calorimeter.
Sep 1, 2025
Invited plenary on proton structure and searches for physics beyond the Standard Model.
Aug 1, 2021
Technical presentation on configurable HCAL FPGA look-up tables for long-lived-particle selection, reducing configuration latency from hours to under 7 seconds.
Jun 1, 2021