Problems that drive the methods

Scientific challenges

Structure of the FeMo cofactor in nitrogenase
Challenge 01

Strongly correlated metalloclusters

Systems such as FeMoco demand accurate control of high-rank excitations and enormous Hilbert spaces at chemically meaningful energy scales.

Image: Asthana Group.

Photoisomerism on excited-state potential energy surfaces
Challenge 02

Excited-state quantum chemistry

Spectroscopy, photochemistry, and conical intersections expose the limits of routine excited-state methods, especially in multireference regimes.

Image: The Martínez Group, Stanford University.

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

Heavy-element quantum chemistry

Actinide chemistry requires relativity, spin-orbit coupling, strong correlation, and subtle bonding to be treated together.

Image: GeeksforGeeks, Shapes of Atomic Orbitals.

How we work

Research principles

01

Predictive accuracy

We target the precision needed to distinguish chemically meaningful alternatives.

02

Scalable algorithms

We design resource-conscious methods for classical and emerging quantum hardware.

03

Open, reproducible science

We build reusable software and benchmarks so that ideas can be tested and extended.

What we build

Research thrusts

02

Challenging electronic structure

We build classical quantum-chemistry methods for excited states, relativistic effects, spin-orbit coupling, actinide bonding, and strongly correlated molecular response.

Selected outputs

04

Open-source scientific software

We develop reusable tools for quantum algorithms, benchmark Hamiltonians, and automated many-body derivations so new ideas can be tested by the group and the broader community.

Open-source projects

  • QCANT Quantum chemistry on quantum computers
  • BenchmarkQC Benchmark Hamiltonians and correlation regimes
  • AutoGen-wick Symbolic many-body equation generation
View all publications and outputs

Explore further

Research ecosystem