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.

Dynamic Moiré Potentials and Robust Wigner Crystallization in Large-Scale Twisted Transition Metal Dichalcogenides

This paper presents a machine-learning-enhanced workflow to demonstrate how lattice dynamics and structural relaxation deepen moiré potentials in large-scale twisted WS2\text{WS}_2 supercells, thereby facilitating robust Wigner crystallization and emergent correlated electronic states.

Yifan Ke, Chuanjing Zeng, Xinming Qin, Wei-Lin Tu, Wei Hu, Jinglong Yang2026-04-27🔬 cond-mat.mtrl-sci

DeepHartree: A Poisson-Coupled Neural Field for Scalable Density Functional Theory

DeepHartree is a Poisson-coupled, E(3)-equivariant neural field that accelerates density functional theory by replacing computationally expensive analytical integrals with near-linear O(N)\mathcal{O}(N) numerical inference, enabling scalable and transferable predictions of electron densities and Hartree potentials for large molecular systems.

Jiankun Wu, Jinming Fan, Chao Qian, Shaodong Zhou2026-04-27🔬 physics

Unveiling the Molecular Driving Forces of Pollutant Extraction by Hydrophobic Eutectic Solvents

This paper presents a multiscale computational strategy that combines molecular dynamics and quantum energy decomposition to explain and predict the selectivity of hydrophobic eutectic solvents for pollutant extraction, specifically identifying how cooperative hydrogen bonding, dispersion, and polarization drive solute partitioning.

S. Gomez, U. Ali, A. Muroni, A. Mele, M. E. Di Pietro, T. Giovannini2026-04-27🔬 physics

Pressure-Temperature Phase Diagram and λ\lambda-Transition in Liquid Sulfur

Using machine-learned molecular dynamics simulations, this study provides a microscopic explanation of sulfur's λ\lambda-transition by demonstrating how temperature-induced formation of non-S8_8 rings triggers polymerization, ultimately mapping a pressure-temperature phase diagram that reveals a critical point where polymerization merges with the melting line.

Sonia Salomoni, Frédéric Datchi, A. Marco Saitta, Arthur France-Lanord2026-04-27🔬 cond-mat.mtrl-sci

The Origin of the Dynamical Quantum Non-locality

This paper rigorously establishes that dynamical quantum non-locality originates from the superposition principle by proving that the Wigner propagator reduces to its classical counterpart if and only if the Hamiltonian is at most quadratic, and introduces a measurable signed divergence D(t)\mathcal{D}(t) that unifies the understanding of five distinct quantum phenomena ranging from non-local games to metrological gains.

Cesar E. Pachon, Leonardo A. Pachon2026-04-24🔬 physics.atom-ph

Asymmetry Control in a Parametric Oscillator for the Quantum Simulation of Chemical Activation

This paper demonstrates a quantum simulator using a driven Kerr parametric oscillator to create a tunable asymmetric double-well potential, revealing counter-intuitive effects where weak asymmetry suppresses activation rates and resonance widths oscillate with well parameters, thereby paving the way for analog simulations of chemical reactions like proton transfer.

Alejandro Cros Carrillo de Albornoz, Rodrigo G. Cortiñas, Max Schäfer, Nicholas E. Frattini, Brandon Allen, Delmar G. A. Cabral, Pablo E. Videla, Pouya Khazaei, Eitan Geva, Victor S. Batista, Mich (…)2026-04-24🔬 cond-mat.mes-hall