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20172026
most citedThe hiphive package for the extraction of high-order force constants by machine learning

477 citations · 1.3k across the 32 of their papers we have counts for

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32 papers · 1 filter

cond-mat.mtrl-sci2026

Machine-learning-guided exploration of domain walls in the hybrid improper ferroelectric Ca3Ti2O7

Ida C. Skogvoll, Erik Fransson, Leo Ö. Westin +4

Ruddlesden-Popper phases are highly tunable and naturally layered structures, in which polarization can arise via a hybrid improper ferroelectric mechanism. This enables a complex…

cond-mat.mtrl-sci2026

Strong Impact of Halide Ordering on Structural Phase Transitions in Mixed Perovskites

Felix Uddén, Erik Fransson, Julia Wiktor +3

Mixed halide perovskites are highly versatile semiconductors with applications in photovoltaics, light-emitting diodes, and photodetectors. Understanding their thermodynamic phase…

cond-mat.mtrl-sci2026

Interplay of B-Site Off-Centering and Molecular Orientations in the Mixed Hybrid Perovskite MAGe1xSnxI3

Erik Fransson, Apinya Ngoipala, Oskar Öjstedt +3

B-site mixing is a common strategy for tuning properties of halide perovskites. In the lead-free system MAGe1-xSn_xI3, it brings tilting and off-centering into competition. Using l…

cond-mat.mtrl-sci2026

Thermal history controls the optoelectronic response of lead halide perovskites through structure and dynamics

Milos Dubajic, Xia Liang, Johan Klarbring +26

Lead halide perovskites are promising optoelectronic materials for photovoltaics, light emission and detection. Their efficiencies in PV now approach the detailed-balance limit, le…

cond-mat.mtrl-sci2026

Octahedral Tilting in Halide Double Perovskites: Disentangling Lone-Pair Chemistry and Geometric Effects

Mehmet Baskurt, Erik Fransson, Madeleine Lindvik +2

Halide double perovskites (HDPs) have emerged as promising alternatives to their lead-based counterparts. However, their structural dynamics is less explored than that of conventio…

cond-mat.mtrl-sci2026★ 1 cited

Anion Ordering and Phase Stability Govern Optical Band Gaps in BaZr(S,Se)3

Erik Fransson, Michael Xu, Prakriti Kayastha +6

Chalcogenide perovskites have emerged as promising lead free materials for photovoltaic and thermoelectric applications. Among them, BaZrS3 has attracted particular attention due t…

cond-mat.mtrl-sci2026

Non-Markovian heat production in ultrafast phonon dynamics

Fredrik Erikssonm Yulong Qiao, Erik Fransson, R. Matthias Geilhufe +1

High-intensity THz laser pulses enable the light-mediated control of lattice vibrations by resonantly driving selected phonon modes. On ultrafast timescales, memory effects influen…

cond-mat.mtrl-sci2025★ 1 cited

Diverse polymorphism in Ruddlesden-Popper chalcogenides

Prakriti Kayastha, Erik Fransson, Paul Erhart +1

Ruddlesden-Popper (RP) chalcogenides are stable, non-toxic candidates for optoelectronic or thermoelectric applications. The structural diversity of RP oxides is already exploited…

cond-mat.mtrl-sci2025★ 5 cited

Predicting neutron experiments from first principles: A workflow powered by machine learning

Eric Lindgren, Adam J. Jackson, Erik Fransson +6

Machine learning has emerged as a powerful tool in materials discovery, enabling the rapid design of novel materials with tailored properties for countless applications, including…

cond-mat.mtrl-sci2025★ 10 cited

Revealing the Low Temperature Phase of FAPbI using A Machine-Learned Potential

Sangita Dutta, Erik Fransson, Tobias Hainer +4

FAPbI is a material of interest for its potential in solar cell applications, driven by its remarkable optoelectronic properties. However, the low-temperature phase of FAPbI$_3…

cond-mat.mtrl-sci2025

A Morphotropic Phase Boundary in MAFAPbI: Linking Structure, Dynamics, and Electronic Properties

Tobias Hainer, Erik Fransson, Sangita Dutta +2

Understanding the phase behavior of mixed-cation halide perovskites is critical for optimizing their structural stability and optoelectronic performance. Here, we map the phase dia…

cond-mat.mtrl-sci2025★ 10 cited

Dynasor 2: From Simulation to Experiment Through Correlation Functions

Esmée Berger, Erik Fransson, Fredrik Eriksson +4

Correlation functions, such as static and dynamic structure factors, offer a versatile approach to analyzing atomic-scale structure and dynamics. By having access to the full dynam…

cond-mat.mtrl-sci2024★ 1 cited

Octahedral tilt-driven phase transitions in BaZrS chalcogenide perovskite

Prakriti Kayastha, Erik Fransson, Paul Erhart +1

Chalcogenide perovskites are lead-free materials for potential photovoltaic or thermoelectric applications. BaZrS is the most studied member of this family due to its superior…

cond-mat.mtrl-sci2024★ 30 cited

Highly efficient path-integral molecular dynamics simulations with GPUMD using neuroevolution potentials: Case studies on thermal properties of materials

Penghua Ying, Wenjiang Zhou, Lucas Svensson +10

Path-integral molecular dynamics (PIMD) simulations are crucial for accurately capturing nuclear quantum effects in materials. However, their computational intensity and reliance o…

cond-mat.mtrl-sci2024★ 8 cited

Untangling the Raman spectrum of cubic and tetragonal BaZrO

Petter Rosander, Erik Fransson, Nicklas Österbacka +2

Raman spectroscopy is a widely used experimental technique to study the vibrational properties of solids. Atomic scale simulations can be used to predict such spectra, but trustwor…

cond-mat.mtrl-sci2024★ 12 cited

Impact of Surface Adsorbates and Dimensionality on Templating of Halide Perovskites

Erik Fransson, Julia Wiktor, Paul Erhart

Two-dimensional (2D) halide perovskites (HPs) are promising materials for various optoelectronic applications, yet a comprehensive understanding of their dynamics is still elusive.…

cond-mat.mtrl-sci2024★ 17 cited

Construction and sampling of alloy cluster expansions -- A tutorial

Pernilla Ekborg-Tanner, Petter Rosander, Erik Fransson +1

Crystalline alloys and related mixed systems make up a large family of materials with high tunability which have been proposed as the solution to a large number of energy related m…

cond-mat.mtrl-sci2023★ 20 cited

Understanding correlations in BaZrO3:Structure and dynamics on the nano-scale

Erik Fransson, Petter Rosander, Paul Erhart +1

Barium zirconate BaZrO3 is one of few perovskites that is claimed to retain an average cubic structure down to 0K at ambient pressure, while being energetically very close to a tet…

cond-mat.mtrl-sci2023★ 32 cited

Revealing the free energy landscape of halide perovskites: Metastability and transition characters in CsPbBr and MAPbI

Erik Fransson, J. Magnus Rahm, Julia Wiktor +1

Halide perovskites have emerged as a promising class of materials for photovoltaic applications. A challenge in these applications is how to prevent the crystal structure from degr…

cond-mat.mtrl-sci2023★ 43 cited

Quantifying Dynamic Tilting in Halide Perovskites: Chemical Trends and Local Correlations

Julia Wiktor, Erik Fransson, Dominik Kubicki +1

Halide perovskites have emerged as one of the most interesting materials for optoelectronic applications due to their favorable properties, such as defect-tolerance and long charge…

cond-mat.mtrl-sci2023★ 49 cited

Tuning the lattice thermal conductivity in van-der-Waals structures through rotational (dis)ordering

Fredrik Eriksson, Erik Fransson, Christopher Linderälv +2

It has recently been demonstrated that MoS2 with irregular interlayer rotations can achieve an extreme anisotropy in the lattice thermal conductivity (LTC), which is for example of…

cond-mat.mtrl-sci2023★ 11 cited

Anharmonicity of the antiferrodistortive soft mode in barium zirconate BaZrO

Petter Rosander, Erik Fransson, Cosme Milesi-Brault +6

Barium zirconate (BaZrO) is one of the very few perovskites that is claimed to retain an average cubic structure down to \SI{0}{\K}, while being energetically very close to an…

cond-mat.mtrl-sci2023★ 68 cited

Phase transitions in inorganic halide perovskites from machine learning potentials

Erik Fransson, Julia Wiktor, Paul Erhart

The atomic scale dynamics of halide perovskites have a direct impact not only on their thermal stability but their optoelectronic properties. Progress in machine learned potentials…

cond-mat.mtrl-sci2022★ 53 cited

Limits of the phonon quasi-particle picture at the cubic-to-tetragonal phase transition in halide perovskites

Erik Fransson, Petter Rosander, Fredrik Eriksson +3

The soft modes associated with continuous-order phase transitions are associated with strong anharmonicity. This leads to the overdamped limit where the phonon quasi-particle pictu…