Simulating Quantum Materials with Arnab Banerjee

Summary

This episode is for anyone following the quantum utility debate or curious about how quantum computers will actually contribute to scientific discovery. Arnab Banerjee — assistant professor at Purdue, guest scientist at Oak Ridge's Quantum Science Center, and one of the most-cited experimentalists working at the intersection of quantum materials and quantum computing — walks us through his career-spanning journey from growing magnetic crystals to programming qubits.

You'll hear how Banerjee's frustration with classical tools that couldn't explain his own experimental data drove him to quantum computing, why a quantum spin liquid is like the vortex that forms when you throw a stone into water, and how his team used 50 qubits on IBM's Heron chip to reproduce the spectroscopic fingerprint of a real material — KCuF3 — matching data collected at Oak Ridge and the UK's ISIS neutron source. He also offers a nuanced assessment of where different quantum computing platforms excel, drawing on hands-on experience with IBM, QuEra, and D-Wave.

What you'll learn

• What a quantum spin liquid actually is and why its collective behavior — like vortices on water — could enable naturally error-protected qubits
• How neutron scattering works as a quantum probe — using the neutron's own spin and de Broglie wavelength to reveal both atomic positions and energy levels simultaneously
• Why Banerjee's team chose to benchmark quantum simulation against known experimental data first before tackling classically intractable problems
• What the IBM Heron benchmarking paper actually showed — reproducing spinon excitations in KCuF3, a one-dimensional Heisenberg chain, with quantitative agreement to neutron data
• How different quantum computing modalities serve different materials science problems — IBM for fast, cheap operations on 2D lattices; trapped ions for all-to-all connectivity; D-Wave and QuEra for Ising-like Hamiltonians
• How close we are to quantum advantage in materials simulation — Banerjee estimates 70-90 "good enough" qubits in 2D geometry could reach classically inaccessible regimes
• Why Kitaev quantum spin liquids could provide a fundamentally different path to fault tolerance — topological protection from decoherence built into the material itself, not imposed through software

Resources & links

Papers & research

• Benchmarking quantum simulation with neutron-scattering experiments (March 2026) — The news hook: IBM Heron processor reproduces real neutron scattering data from KCuF3. First direct validation of quantum simulation against experimental measurements of a real material.
• Proximate Kitaev quantum spin liquid behaviour in a honeycomb magnet (2016) — Banerjee et al., Nature Materials. The career-defining paper providing first experimental evidence for Kitaev spin liquid behavior in alpha-RuCl3. Discover Magazine Top 100 Stories (#18).
• Neutron scattering in the proximate quantum spin liquid alpha-RuCl3 (2017) — Banerjee et al., Science. Comprehensive neutron scattering study revealing fractional spinon excitations.
• Materials for quantum technologies roadmap (2025) — Applied Physics Reviews. Banerjee's roadmap paper on the pipeline from material discovery to quantum devices.
• Lessons from alpha-RuCl3 for atomically thin materials (Nov 2025) — What the decade-long study of alpha-RuCl3 teaches about 2D quantum materials.

Guest & lab links

• Quantum Spins Laboratory, Purdue University — Banerjee's research group
• ORNL Profile: Traversing the Unknown, Befriending Uncertainty — Oak Ridge profile on Banerjee's research philosophy
• Purdue News: Keck Foundation Grant for Quantum Spin Liquids — $1.2M grant to probe Majorana bound states with optical techniques
• Coverage of the IBM benchmarking work - IBM Newsroom: Quantum Computer Simulates Real Magnetic Materials — IBM's announcement of the benchmarking result
• Nature News: Quantum simulations verified by experiments for the first time — Nature's coverage of the milestone
• Organizations & facilities - DOE Quantum Science Center at Oak Ridge — $115M National Quantum Initiative center where Banerjee is a guest scientist
• Spallation Neutron Source, Oak Ridge — The neutron scattering facility central to Banerjee's experimental work
• ISIS Neutron and Muon Source, Rutherford Appleton Lab — UK facility where part of the KCuF3 data was collected

Key quotes & insights

"The entire electronic industry is built around trying to avoid quantum effects as much as possible. This is the time when we need to make quantum our friend instead of our enemy."

"In a quantum spin liquid, the spin directions move collectively in dancing patterns that look extremely ordered — but if you take a snapshot, the individual spins feel completely random." — On why spin liquids are like vortices in water

"A spin is a qubit is a spin." — On why quantum magnets and quantum processors are fundamentally the same physics

"We need to know whether what we are doing really makes sense. That's what this experiment is about." — On why benchmarking against known results must come before tackling unsolved problems

"I would like to simulate the entire standard model using a quantum computer." — When asked what problem he'd throw at an unlimited quantum computer

Related episodes

• Ep 6: Better Qubits Through Material Science with Nathalie DeLeon — The materials science perspective on improving qubit quality, from diamond color centers to surface physics
• Ep 13: The Mysterious Majorana with Leo Kouwenhoven — The topological quantum computing vision that Kitaev materials could enable through a different route
• Ep 74: Majorana Qubits with Chetan Nayak — Microsoft's engineered approach to topological protection — contrast with Banerjee's materials-first path
• Ep 25: Material Science with Houlong Zhuang at Q2B Paris — Using quan...