Computational framework for analyzing vibronic relaxation channels in molecular spin qubits. Combines DFT, TD-DFT, and Redfield theory to predict T1 relaxation times and identify dominant decoherence pathways. Use when: analyzing molecular qubit coherence, designing spin qubit ligands, computing spin-lattice relaxation times, vibronic coupling analysis, quantum information processing with molecular spins.
Scanned 9/11/2026
Install to Claude Code
npx -y skills add hiyenwong/ai_collection --skill molecular-qubit-vibronic-engineering --agent claude-codeInstalls into .claude/skills of the current project.
Are you the author of Molecular Qubit Vibronic Engineering?
Add the live security badge to your README — it updates automatically with every re-scan.
[](https://www.skillsdirectory.com/skills/hiyenwong-molecular-qubit-vibronic-engineering-34f897db)More formats (shields.io, HTML) on the badges page.
---
name: molecular-qubit-vibronic-engineering
description: "Computational framework for analyzing vibronic relaxation channels in molecular spin qubits. Combines DFT, TD-DFT, and Redfield theory to predict T1 relaxation times and identify dominant decoherence pathways. Use when: analyzing molecular qubit coherence, designing spin qubit ligands, computing spin-lattice relaxation times, vibronic coupling analysis, quantum information processing with molecular spins."
arxiv_id: "2605.21520"
published: "2026-05-18"
authors: "Neil Iyer"
tags: [quant-ph, molecular-qubit, DFT, spin-relaxation, vibronic-coupling]
---
# Molecular Qubit Vibronic Engineering
## Overview
Compute longitudinal spin-lattice relaxation time (T1) of molecular spin qubits using
DFT + TD-DFT + Redfield theory. Identifies dominant vibronic coupling channels and
provides ligand design strategies for coherence optimization.
## Core Framework
### Step 1: Electronic Structure (DFT/TD-DFT)
- Compute ground and excited state electronic structure
- Validate against experimental optical transitions
- Extract electric field gradient (EFG) tensors at nuclear sites
### Step 2: Vibronic Coupling Analysis
- Compute vibronic coupling matrix elements between spin states
- Identify large-amplitude vibrational modes coupling to spin
- Calculate mode-specific relaxation rates via Fermi's Golden Rule
### Step 3: Redfield Theory Relaxation
- Build spectral density from vibrational modes
- Compute T1 relaxation rates from Redfield tensor
- Validate against experimental T1 measurements
### Step 4: Decoherence Channel Identification
- Rank vibrational modes by contribution to T1
- Identify primary modulators via EFG derivative analysis
- Map mode frequency -> relaxation pathway
## Key Design Principles
1. **Ligand rigidification**: Suppress large-amplitude modes to extend T1
2. **Substitution strategy**: Replace flexible ligand groups with rigid analogs
3. **Crystal environment**: Intermolecular effects significantly impact short T1 component
4. **Quadrupole asymmetry**: High eta parameter creates state mixing via off-diagonal terms
## Activation Keywords
- molecular qubit T1 relaxation
- vibronic coupling qubit
- spin-lattice relaxation molecular
- DFT qubit decoherence
- ligand design quantum coherence
- Redfield theory spin relaxation
## Pitfalls
- Single-molecule gas-phase model captures long T1 but underestimates short T1
- Crystal lattice and intermolecular effects absent from gas-phase calculations
- Requires parameter-free (ab initio) approach for predictive accuracy
- Quadrupole asymmetry parameter eta near 1.0 causes significant state mixing
Is this your skill, or is something wrong with this listing? Request removal or report an issue. Author removals are honored within 72 hours.
No comments yet. Be the first to comment!