Structure of the FeMo cofactor in nitrogenase
Problem 01

Strongly correlated metalloclusters and catalytic materials

Strongly correlated systems such as FeMoco challenge quantum-chemistry methods. These systems involve high-rank excitations and require accurate control of large Hilbert spaces to reach chemically meaningful energy scales.

Image: Smokefoot, Wikimedia Commons, public domain.

Photoisomerism on excited-state potential energy surfaces
Problem 02

Excited-state quantum chemistry

Spectroscopy and excited-state dynamics demand highly accurate excited states, but widely used excited-state methods often struggle on challenging excited-state potential-energy surfaces, especially when molecules have strong multireference character or in conical intersection problems.

Image: The Martínez Group, Stanford University, Excited States Dynamics.

Shapes of f orbitals relevant to heavy-element chemistry
Problem 03

Heavy-element quantum chemistry

Actinides and other heavy-element compounds require simultaneous treatment of relativity, spin-orbit effects, strong correlation, and chemically subtle bonding characteristics. These are demanding targets for both classical and quantum computers.

Image: GeeksforGeeks, Shapes of Atomic Orbitals.

Our developed theory and methods target predictive level computational accuracy.

Research thrusts

01

Quantum algorithms for molecular ground and excited states.

We develop and stress-test quantum algorithms for molecular electronic structure, with a focus on subspace methods that can be analyzed and are resilient to errors on quantum computers. Current work includes quantum Krylov formulations, q-sc-EOM excited-state methods, generalized eigenvalue stability, and resource-conscious hardware workflows.

02

Quantum chemistry methods for challenging problems including treatment of relativistic effects and electronically excited states.

We are building classical quantum-chemistry methods for systems where routine approximations are not enough, including electronically excited states, relativistic effects, spin-orbit coupling, actinide bonding, and strongly correlated molecular response.

03

Taking quantum chemistry towards condensed matter physics: Targeting challenging material simulation problems.

We develop quantum-chemistry methods for materials simulation problems that connect directly to condensed-matter physics. We aim to simulate condensed phases of strongly correlated materials using ideas from quantum chemistry, including systematic improvability, leading to new directions in this interdisciplinary science.

04

Scalable open source software.

Software is part of the research, not an afterthought. We develop reusable open-source tools for quantum algorithms, benchmark Hamiltonians, and automated derivation of many-body equations so that new ideas can be tested by the group and by the broader community.

  • QCANT: quantum-computing methods for chemistry, especially subspace and excited-state workflows.
  • BenchmarkQC: chemically relevant benchmark Hamiltonians and correlation-regime tests.
  • AutoGen-wick: symbolic Wick's theorem tooling for UCC and coupled-cluster equations.