"Describing nature from the quantum dance of eigenstates and eigenvalues"
I specialise in Density Functional Theory (DFT), Machine Learning Interatomic Potentials (MLIPs) and Generative modelling. Am working at the intersection of quantum chemistry and artificial intelligence to solve the inverse design problem.
Current Focus 🎯
- Interpreting reactivity from structure's chemical respresentations to create novel catalysts.
Technical Arsenal 🛠️
- Quantum Chemistry: Electronic structure theory, Statistical Thermodynamics, Molecular Dynamics
- Computational Tools: pymatgen, ASE, Sella, VASP, Quantum ESPRESSO, ORCA, Gaussian, LAMMPS, Qiskit
Does nature truly have exponential compute or there exists an elegant solution to resolving it?