A Systematic Survey and Benchmark of Deep Learning for Molecular Property Prediction in the Foundation Model Era. [PDF]
Li Z +10 more
europepmc +1 more source
Direct Ab Initio Simulation of the Synthesis of BaZrO<sub>3</sub> and the Microstructure Impacts on Proton Transport. [PDF]
Bunting RJ +6 more
europepmc +1 more source
Decoupling Size from Shape: Cellular Sheaf Laplacians as Ligand Geometry Descriptors for Binding Affinity Prediction. [PDF]
Akgüller Ö, Balcı MA, Cioca G.
europepmc +1 more source
Data-Driven Discovery of Quaternary Ammonium Interlayers for Efficient and Thermally Stable Perovskite Solar Cells. [PDF]
Kim J +8 more
europepmc +1 more source
Machine learning-driven prediction of ultrafast spin relaxation in metal halide perovskites for spintronic applications. [PDF]
Li J +8 more
europepmc +1 more source
Molecular quantum similarity using conceptual DFT descriptors
This paper reports a Molecular Quantum Similarity study for a set of congeneric steroid molecules, using as basic similarity descriptors electron density ρ(r), shape function σ(r), the Fukui functions f+(r) and f−(r) and local softness s+(r) and s−(r).
Patrick Bultinck +2 more
exaly +3 more sources
Biological Activity Relationship of Cyclic and Noncyclic Alkanes Using Quantum Molecular Descriptors
A 3-Dimension-Quantitative Structure-Activity Relationship (3D-QSAR1) approach is applied for the prediction of accurate chemical products made from biological activity and toxicity. Quantum chemical technique allows the construction of the molecular descriptors.
Ahmad Nazib Alias +1 more
exaly +3 more sources
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QSAR analysis of salicylamide isosteres with the use of quantum chemical molecular descriptors
European Journal of Medicinal Chemistry, 2009Quantitative relationships between the molecular structure and the biological activity of 49 isosteric salicylamide derivatives as potential antituberculotics with a new mechanism of action against three Mycobacterial strains were investigated. The molecular structures were represented by quantum chemical B3LYP/6-31G( *) based molecular descriptors.
Rafael Dolezal +2 more
exaly +3 more sources

