Quantum data learning for quantum simulations in high-energy physics, Lento Nagano, Alexander Miessen, Tamiya Onodera, Ivano Tavernelli, Francesco Tacchino, and Koji Terashi Francesco Tacchino @alexmiessen IBM Research #FieldTheory #MachineLearning #Quantum go.aps.org/483LVs7

Wow! Thanks Machine Learning: Science and Technology!

Come to the Isle of Skye next June for some #quantum machine learning and simulations!

Augmenting tensor networks with quantum states provides improvements over purely classical approaches for quantum many-body simulations. IBM Research Dipartimento di Fisica e Astronomia DFA - UNIPD Marco Ballarin Alberto Baiardi Giuseppe Magnifico Francesco Tacchino Simone Montangero Ivano Tavernelli go.aps.org/42AghCK

On ibm_aachen, our new SqDRIFT algorithm achieved 48-qubit electronic structure simulations of coronene with accuracy beyond post-Hartree-Fock, narrowing the gap with SCI and opening the door to quantum-centric supercomputing for chemistry: arxiv.org/abs/2508.02578