Long-range electrostatics for machine learning interatomic potentials is easier than we thought. [PDF]
Kim D, Cheng B.
europepmc +1 more source
Based on orbital magnetic moment control, a material design strategy is proposed for a giant converse magnetoelectric effect in multiferroic heterostructures. This study will pioneer a promising route toward low‐power spintronic devices with an electric field.
Takamasa Usami +5 more
wiley +1 more source
Dynamical Control of Coulomb Interactions and Hubbard Bands in Monolayer 1T-TaS<sub>2</sub>. [PDF]
Notter N, Aichhorn M, Galler A.
europepmc +1 more source
Generative AI‐Driven Accelerated Discovery of Passivation Molecules for Perovskite Solar Cells
A generative artificial intelligence (AI) framework combining a discriminative machine learning model (SMILES‐X) and a generative language model (GPT‐2) autonomously discovers new molecular passivators for perovskite solar cells (PSCs). Through an iterative design loop, over 100 000 candidates are generated and screened, and randomly selected molecules
Adroit T. N. Fajar +7 more
wiley +1 more source
Bridging heterogeneous and homogeneous catalysis in carbon dioxide valorization. [PDF]
Posada-Pérez S +3 more
europepmc +1 more source
A green, thermoreversible self‐assembly strategy yields a multifunctional and recyclable supramolecular nanofibrous membrane. Graphene oxide (GO) nanosheet acts as a heterogeneous nucleation‐templating agent, simultaneously modulating the supramolecular crystal packing while tailoring the nanofibrous architecture for elite performance.
Wenjing Sun +6 more
wiley +1 more source
Hydration-induced modulation of aromaticity and reactivity in anthocyanidins: a quantum mechanical study. [PDF]
Shankar A.
europepmc +1 more source
Polymorphic Superparaelectric Engineering Boosting Energy Storage Capacity in BaTiO3‐Based Ceramics
Herein, Ca2+ incorporation promotes the coexistence of CaTiO3‐/BaTiO3‐derived paraferroelectric states, stabilizing cubic‐orthorhombic‐tetragonal polymorphic superparaelectric phases. This minimizes polarization energy barriers, facilitating full polarization saturation without compromising efficiency.
Pan Liu +9 more
wiley +1 more source
Study of the spontaneous deamination of cytosine by computational and conceptual DFT
Labet, Vanessa, Grand, André
openaire +3 more sources
Electrochemical deoxygenative trifluoromethylallenylation of propargylic alcohols <i>via</i> sodium-mediated pre-association. [PDF]
Jang J, Kim H, Cho EJ.
europepmc +1 more source

