From electron spins to enzymes, and from classical to quantum computers.
We develop and apply quantum-chemical and quantum-dynamical methods to understand how electronic structure,
spin, and nuclear motion work together to determine the properties of molecules. Most of our work involves
open-shell systems, where several electronic states lie close in energy and coupling between
them, through spin–orbit and vibronic interactions, controls magnetism, spectroscopy, and photophysics.
The same principles also guide our studies of enzyme reactions and our work on algorithms for quantum computers.
Transition-metal complexes with nearly degenerate spin states can switch between them with temperature, light,
or a change in coordination. The same near-degeneracy gives rise to large magnetic anisotropy, which is the basis of
single-molecule magnets. We use multireference ab initio methods to compute spin-state energetics,
zero-field splitting, and g-tensors, and relate them to the ligand field and molecular geometry.
Questions we ask
How do the axial and equatorial ligands set the spin-state ordering and the magnetic anisotropy in Fe(III), Co(II), Mn(II), and Ni(II) complexes?
What is the mechanism of light- and coordination-induced spin-state switching, and how does nuclear motion drive it?
Can heavy-atom ligands and structural distortions be used to design larger anisotropy barriers?
Methods: CASSCF/NEVPT2, QD-NEVPT2, spin–orbit state interaction, ab initio ligand-field theory, spin Hamiltonians, MCTDH.
Selected papers
Spin-Vibronic Mechanism of Light-Driven Coordination-Induced Spin-State Switching in a Nickel(II) Complex K. K. Dakua, R. Sinha, S. Mishra Inorg. Chem. 65 (2026) 24206–24216
Magnetostructural Correlation in Trigonal Bipyramidal Fe(III) Complexes: Tuning Spin-State Stability and Magnetic Anisotropy via Second Coordination Sphere Substitution S. Joshi, S. R. Chowdhury, S. Mishra Crystal Growth and Design 25 (2025) 2602
Conformational Isomerization in Co(acac)2 via Spin-State Switch: A Computational Study S. Joshi, S. R. Chowdhury, S. Mishra Dalton Trans. 54 (2025) 6081
Ab initio calculation of magnetic anisotropy and thermal spin transition in the variable temperature crystal conformations of [Co(terpy)2]2+ M. Nath, S. Joshi, S. Mishra Phys. Chem. Chem. Phys. 26 (2024) 15405-15416
Spin-state energetics and magnetic anisotropy in penta-coordinated Fe(iii) complexes with different axial and equatorial ligand environments S. Joshi, S. R. Chowdhury, S. Mishra Phys. Chem. Chem. Phys. 25 (2023) 17680-17691
Light-Induced Spin Crossover in an Intermediate-Spin Penta-Coordinated Iron(III) Complex S. R. Chowdhury, S. Mishra J. Phys. Chem. A 123 (2019) 9883-9892
Paramagnetic molecules with an isolated S = 1/2 ground state, such as Cu(II), V(IV), and Cr(V) complexes,
are candidate qubits for quantum information. Their usefulness is limited by spin relaxation, which happens mainly
through coupling of the spin to molecular vibrations and lattice phonons. We compute this spin–vibrational coupling
from first principles, identify which vibrational modes cause relaxation, and propose ligand designs that suppress it.
Questions we ask
Which vibrational modes modulate the g-tensor and hyperfine coupling most strongly?
How does ligand rigidity change spin–lattice relaxation times?
Can chemical design produce longer coherence at higher temperatures?
Controlling Spin-Vibrational Coupling and Spin Relaxation in Cu(II) Molecular Spin Qubits via Ligand Rigidity M. Nath, S. Mishra Inorg. Chem. 65 (2026) 19284–19297
Spin-Vibrational Relaxation in Cr(V) and V(IV) Tetraphenyl Porphyrin Molecular Spin Qubit Candidates M. Nath, S. Mishra Inorg. Chem. 65 (2026) 14437-14448
3. Vibronic and spin–orbit coupling in spectroscopy and photophysics
When electronic states are close in energy, the Born–Oppenheimer picture breaks down: vibrations mix the states
(Jahn–Teller and Renner–Teller effects), and spin–orbit coupling mixes states of different spin. We build
model vibronic Hamiltonians from ab initio data and solve the nuclear dynamics quantum mechanically. This lets us
simulate and assign photoelectron and photodetachment spectra, and explain processes such as fluorescence quenching
and luminescence in transition-metal and organic chromophores.
Questions we ask
How do vibronic and spin–orbit couplings together shape the observed spectra of linear and heavy-element molecules?
What controls intersystem crossing and radiative decay in dyes and transition-metal complexes?
How do electron correlation and relativity affect photoionization?
Photoluminescence in Square Planar Ni(II) Complexes: A Study of Electronic Structure and Quantum Dynamics K. K. Dakua, R. Sinha, S. Mishra Inorg. Chem. 63 (2025) 16323
The interplay of vibronic and spin–orbit coupling in the fluorescence quenching in trans-dithionated PDI K. K. Dakua, K. Rajak, S. Mishra J. Chem. Phys. 159 (2023) 114302
Spin–vibronic coupling in the quantum dynamics of a Fe(III) trigonal-bipyramidal complex K. K. Dakua, K. Rajak, S. Mishra J. Chem. Phys. 156 (2022) 134103
Quantum computers may one day solve electronic-structure and dynamics problems that are out of reach for classical
computers. Current hardware is small and noisy, so algorithms must use as few qubits and gates as possible. We develop
variational algorithms for ground states and quantum dynamics, reduce qubit Hamiltonians, and test the methods on
simulators and real quantum hardware. This work is carried out with the group of Prof. Sonjoy Majumder (Physics, IIT Kharagpur).
Questions we ask
How can molecular Hamiltonians be simplified and encoded so that variational algorithms stay accurate with shallow circuits?
Which classical optimizers work reliably in variational quantum algorithms?
How can quantum dynamics be simulated efficiently on near-term devices?
Methods: VQE and its variants (SHARC-VQE), projective variational quantum dynamics (BLOP-VQD), Jordan–Wigner and Bravyi–Kitaev mappings; Qiskit, PySCF.
Selected papers
Blockwise Optimization for Projective Variational Quantum Dynamics (BLOP-VQD): Algorithm and Implementation for Lattice Systems H. Singh, S. Majumder, S. Mishra J. Chem. Phys. 163 (2025) 124104
SHARC-VQE: Simplified Hamiltonian Approach with Refinement and Correction enabled Variational Quantum Eigensolver for Molecular Simulation H. Singh, S. Majumder, S. Mishra J. Chem. Phys. 162 (2025) 114117
Hückel Molecular Orbital Theory on a Quantum Computer: A Scalable System-Agnostic Variational Implementation with Compact Encoding H. Singh, S. Majumder, S. Mishra J. Chem. Phys. 160 (2024) 194106
Benchmarking of different optimizers in the variational quantum algorithms for applications in quantum chemistry H. Singh, S. Majumder, S. Mishra J. Chem. Phys. 159 (2023) 044117
On the Study of Partial Qubit Hamiltonian for Efficient Molecular Simulation Using Variational Quantum Eigensolvers H. Singh, S. Mishra, S. Majumder IEEE iQ-CCHESS (2023) 1-6
We study how enzymes catalyze reactions, how mutations and metal substitution change their activity, and how
conformational changes control substrate binding. Hybrid QM/MM simulations describe bond breaking and formation at the
active site, and classical molecular dynamics follows the larger-scale protein motion. The main systems we study are
bacterial enzymes of the lysine biosynthesis pathway (DapE, DapF) as antibiotic targets, lipoxygenases, and
flavin-dependent dehalogenases, including iodotyrosine deiodinase.
Questions we ask
What is the reaction mechanism at the active site, and how do the metal ions and active-site residues take part?
Why do certain mutations, including distal ones, remove or redirect catalytic activity and regiospecificity?
How can mechanistic insight guide inhibitor design?
Methods: QM/MM molecular dynamics, free-energy simulations, classical MD and network analysis, docking and virtual screening.
Structural and Catalytic Consequences of Active-Site vs. Distal Mutations in Human Dehalogenase: Insights from Molecular Dynamics Simulations S. Karmakar, B. Jana, S. Mishra Phys. Chem. Chem. Phys. 28 (2026) 7318-7330
Modulating Enzyme’s Conformational Space: Impact of Substrate Binding, Mode Alteration, and Active Site Mutation in DapC, an Aminotransferase Enzyme of Lysine Biosynthetic Pathway S. Manna, S. Mishra J. Phys. Chem. B 129 (2025) 2828
Flavin-Mediated Reductive Deiodination: Conformational Events and Reactivity Pattern in the Active Site of Human Iodotyrosine Deiodinase S. Karmakar, S. Mishra Biochemistry 63 (2024) 3310
Conformational Dynamics in Corynebacterium glutamicum Diaminopimelate Epimerase: Insights from Ligand Parameterization, Atomistic Simulation, and Markov State Modeling S. Muduli, S. Karmakar, S. Mishra J. Chem. Inform. Model. 64 (2024) 4250-4262
Active Site Dynamics in Substrate Hydrolysis Catalyzed by DapE Enzyme and Its Mutants from Hybrid QM/MM-Molecular Dynamics Simulation D. Dutta, S. Mishra J. Phys. Chem. B 121 (2017) 7075-7085
Specific Inhibition of β-Secretase Processing of the Alzheimer Disease Amyloid Precursor Protein S. Ben Halima, S. Mishra, K. Raja, M. Willem, A. Baici, K. Simons, O. Brüstle, P. Koch, C. Haass, A. Caflisch, L. Rajendran Cell Reports 14 (2016) 2127-2141
Together with experimental groups, we use electronic-structure calculations to explain and predict the properties of
organic semiconductors, redox-active polymers for energy storage, battery redox mediators, photocatalysts, and
fluorescent sensors. Our part is usually to link molecular structure to charge transport, redox potentials,
excited states, and reaction pathways.
Methods: DFT and TD-DFT, charge-transfer and mobility models, periodic calculations (CP2K), reaction-path analysis.
Selected papers
Hole and Electron Mobility in Sulfur- and BN-Functionalized Perylene Diimides: A Computational Study S. Parida, S. K. Patra, S. Mishra J. Phys. Chem. C 129 (2025) 10264
Structure-Spectroscopy Correlation in the Self-assembled Perylene-diimide based dimers via Inter-Chromophore Coupling S. Parida, S. K. Patra, S. Mishra J. Phys. Chem. B 128 (2024) 9873
Self‐Assembling Behaviour of Perylene, Perylene Diimide, and Thionated Perylene Diimide Deciphered through Non‐Covalent Interactions S. Parida, S. K. Patra, S. Mishra ChemPhysChem 23 (2022) e202200361
Transition Metal Phthalocyanines as Redox Mediators in Li–O2 Batteries: A Combined Experimental and Theoretical Study of the Influence of 3d Electrons in Redox Mediation S. Mandal, R. N. Samajdar, S. Parida, S. Mishra, A. J. Bhattacharyya ACS Appl. Mat. & Interf. 14 (2022) 26714-26723
Probing the Chemical Action of M–N4 Motif in Metal Phthalocyanine–Based Redox Mediators in Li–O2 Batteries S. Mandal, S. Parida, S. Mishra, A. J. Bhattacharyya ChemSusChem (2025) e202501040
Bench-Stable Fe(III)-Bimetallic Photocatalyst for Controlled Polymerization of Acrylates via LMCT Excited State S. Dolai, S. Karmakar, P. Das, S. Mishra, S. K. Patra Organometallics 44 (2025) 2481-2486
Synchronous Reconfiguring Triplet Energy and Excitonic Redox Charge Transfer States in Dual Chromogen Embedded Conjugated Polymers for Diverse and Efficient Photoredox Catalysis K. Maity, S. Manna, P. Bhandari, R. Banerjee, A. Datta, S. Mishra, S. Samanta ACS Applied Materials & Interfaces 18 (2026) 16517-17531