4 papers
Nonlocal Advantage of Quantum Coherence in Top Quarks
Saurabh Rai, Jitendra Kumar
There is a growing interest in investigating top-quark systems using tools from quantum information theory. A key peculiarity of the top quark is that it decays before hadronizatio…
Dissecting Jet-Tagger Through Mechanistic Interpretability
Saurabh Rai, Sanmay Ganguly
Mechanistic interpretability seeks to reverse engineer a trained neural network by identifying the minimal subset of internal components. We perform a mechanistic interpretability…
Investigating 1-Bit Quantization in Transformer-Based Top Tagging
Saurabh Rai, Prisha, Jitendra Kumar
The increasing scale of deep learning models in high-energy physics (HEP) has posed challenges to their deployment on low-power, latency-sensitive platforms, such as FPGAs and ASIC…
Experimental limits on quantum decoherence from meson systems
Ashutosh Kumar Alok, Neetu Raj Singh Chundawat, Jitendra Kumar +2
Neutral -meson systems serve as critical tests of the Standard Model and play a key role in limiting its extensions. While these systems are typically studied under the assumpti…