# Computational screening of piezoelectric constants in metal–organic frameworks: design principles and ferroelectric-like bond modulation

**Authors:** Srinidhi Mula, Chunyu Huang, Ferdinand Grozema, Monique A. van der Veen

PMC · DOI: 10.1039/d5ta09332e · Journal of Materials Chemistry. a · 2026-02-24

## TL;DR

This paper explores how metal-organic frameworks (MOFs) can be used for piezoelectric energy harvesting by calculating their piezoelectric properties and identifying structural design principles for high performance.

## Contribution

The study is the first to compute the piezoelectric constant e for over 1600 MOFs and identifies structural patterns that enhance piezoelectric performance.

## Key findings

- The highest piezoelectric constant e in MOFs reaches ~2.76 C m−2, surpassing PVDF polymers.
- A polar O—(short)—Mo—(long)—O bond pattern in MOFs correlates with high piezoelectric performance.
- Experimental SHG-microscopy confirms that these bond patterns are malleable under external conditions.

## Abstract

Piezoelectric energy harvesting is a process in which energy in the form of kinetic movements can be harvested and converted into useful electrical energy using piezoelectric materials. Metal–organic frameworks (MOFs) have a huge potential for piezoelectric energy harvesting owing to their high flexibility, structural tunability, and very low dielectric constants due to their high porosity. The piezoelectric constant d relevant for piezoelectric energy harvesting depends on the piezoelectric constant e and the flexibility of the structure (i.e. mechanical properties). The mechanical properties of MOFs have previously been extensively studied but the piezoelectric constant e was never explored for MOFs. In this work, we generate a database of piezoelectric properties, specifically e for around ∼1608 previously synthesized non-centrosymmetric MOF structures. The calculations were performed using the density functional perturbation theory (DFPT) method. The highest piezoelectric constant e obtained in this work is approximately ∼2.76 C m−2, which is significantly higher than that of the flexible organic piezoelectric polymer polyvinylidene fluoride (PVDF) and its copolymers. In this work, we analyze and identify structural factors that influence the values of the piezoelectric constant for high-performing MOFs. Based on that, a series of guidelines for the design of MOF structures that can lead to a high piezoelectric constant e are presented. One class of high-performing piezoelectric MOFs is based on polar patterns of O—(short)—Mo—(long)—O unequal bond length, reminiscent of ferroelectric inorganic oxides. This class could have potential for ferroelectricity, meaning that the bond length pattern could be reversed by external electrical field. We substantiate this by showing experimentally via SHG-microscopy that the O—(short)—Mo—(long)—O unequal bond lengths are indeed malleable by external conditions.

This study computes the piezoeletric tensor e of metal–organic frameworks (MOFs) using DFPT, analyzes structure–property relationships for high-e MOFs, and evaluates their mechanical properties and piezoelectric constants d.

## Full-text entities

- **Chemicals:** MOF (MESH:D000073396), frameworks (-), Metal- (MESH:D008670), O (MESH:D010100), Mo (MESH:D008982), PVDF (MESH:C024865), oxides (MESH:D010087)

## Full text

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## Figures

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## References

62 references — full list in the complete paper: https://tomesphere.com/paper/PMC12951834/full.md

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Source: https://tomesphere.com/paper/PMC12951834