This collection explores the fascinating intersection where the laws of physics meet the complex machinery of chemistry. Here, researchers investigate how quantum mechanics governs molecular bonds, how light interacts with matter at the atomic scale, and how fundamental forces shape chemical reactions. It is a realm where abstract mathematical models collide with tangible substances to reveal the hidden mechanisms driving our material world.

On Gist.Science, we process every new preprint in this category directly from arXiv to make these discoveries accessible to everyone. Whether you are a seasoned expert or a curious reader, you will find both plain-language explanations and detailed technical summaries for each paper. Below are the latest contributions from the community pushing the boundaries of physical chemistry.

Accelerating point defect simulations using data-driven and machine learning approaches

This paper reviews data-driven and machine learning approaches, particularly descriptor-based models and interatomic potentials trained on DFT data, that accelerate point defect simulations in solid-state materials by enabling rapid, quantum-mechanically accurate predictions of properties like formation energies and vibrational free energies for high-throughput screening and experimental integration.

Arun Mannodi-Kanakkithodi, Menglin Huang, Prashun Gorai, Seán R. Kavanagh2026-04-24🔬 cond-mat.mtrl-sci

Multidimensional semiclassical single- and double-quantum spectroscopy of anharmonic molecular polaritons

This paper introduces a general and efficient semiclassical framework for computing phase-resolved multidimensional single- and double-quantum spectra of anharmonic molecular polaritons, which successfully explains the polariton bleach effect and enables the direct probing of anharmonicity imprints on double-excitation manifolds.

Michael Reitz, Harsh Bhakta, Wei Xiong, Joel Yuen-Zhou2026-04-24⚛️ quant-ph

Revisiting the luminescence properties of Pr3+: YAG within the framework of an extended approach of Judd-Ofelt theory

This paper demonstrates that extending the Judd-Ofelt theory to account for 4f5d configuration effects significantly improves the description of Pr3+:YAG's luminescence properties, yielding more reliable spectroscopic data and confirming the feasibility of efficient laser operation at new wavelengths including 566 nm and 931 nm.

Maxence Lepers (ICB), G. Hovhannesyan (iLM - LUMINESCENCE, UCBL), Y. Guyot (iLM - LUMINESCENCE, UCBL), R. Moncorgé, M. Velazquez2026-04-24🔬 physics.atom-ph

Data-Driven Thermal and Mechanical Modeling of Defective Covalent Organic Frameworks

This study develops and validates a specialized machine learning interatomic potential (QCOF) based on the MACE architecture to efficiently simulate the thermal and mechanical properties of defective covalent organic frameworks, revealing distinct defect sensitivities in CTF-1 and COF-LZU1 systems while establishing a robust framework for large-scale quantum-accurate modeling of extended network materials.

Aleksander Szewczyk, Leonardo Medrano Sandonas, David Bodesheim, Bohayra Mortazavi, Gianaurelio Cuniberti2026-04-24🔬 cond-mat.mtrl-sci

How to quantify long-time rotational motion in molecular systems

This paper demonstrates that existing methods fail to quantify rotational motion in complex molecular systems like supercooled liquids and introduces a new empirical method that accurately captures the full spectrum of rotational dynamics from diffusive fluids to arrested solids, thereby resolving inconsistencies in the literature.

Romain Simon, Hadrien Bobas, François Villemot, Jean-Louis Barrat, Ludovic Berthier2026-04-24🔬 cond-mat.mtrl-sci

Molecular dynamics simulations of Nafion thin films at a platinum catalyst surface: Correlating structure with charging behaviour

This study employs molecular dynamics simulations to construct and analyze a Nafion thin film on a platinum catalyst surface, revealing that water films thinner than 1.3 nm are stable and demonstrating how hydronium ion crowding and film density influence the interface's electrostatic conditions and differential capacitance.

Dustin Vivod, Binny A. Davis, Tobias Binninger, Michael Eikerling2026-04-24🔬 physics

Broad-band High-Energy Resolution Hard X-ray Spectroscopy using Transition Edge Sensors at SPring-8

This paper reports the successful operation and performance evaluation of a 240-pixel transition-edge sensor (TES) spectrometer at SPring-8, demonstrating its high energy resolution and wide-band capabilities for simultaneous multi-element analysis, trace element detection, and XANES studies in fluorescence mode.

Shinya Yamada (Randy), Yuto Ichinohe (Randy), Hideyuki Tatsuno (Randy), Ryota Hayakawa (Randy), Hirotaka Suda (Randy), Takaya Ohashi (Randy), Yoshitaka Ishisaki (Randy), Tomoya Uruga (Randy), Oki Seki (…)2026-04-24⚛️ hep-ex

A Transferable Model of Molecular Exchange-Repulsion Interaction from Anisotropic Valence Density Overlap

This paper introduces the Anisotropic Valence Density Overlap (AVDO) model, a transferable approach for calculating Pauli exchange-repulsion using only two universal parameters that achieves sub-kcal/mol accuracy across diverse organic molecules, thereby offering a promising foundation for high-accuracy, next-generation machine-learned force fields.

Dahvyd Wing, Alexandre Tkatchenko2026-04-23🔬 physics