Constructal law prediction of cardiomyocyte membrane architecture in physiology and disease. [PDF]
Scherba JC, Pei L.
europepmc +1 more source
Efficient Screening of Organic Singlet Fission Molecules Using Graph Neural Networks
A high‐throughput screening framework based on graph neural networks (GNNs) and multi‐level validation facilitates the identification of singlet fission (SF) candidates. By efficiently predicting excitation energies across 20 million molecules, and integrating TDDFT calculations, synthetic accessibility assessments, and GW+BSE calculations, this ...
Li Fu +5 more
wiley +1 more source
Ion correlations explain kinetic selectivity in diffusion-limited solid-state synthesis reactions. [PDF]
Karan V +4 more
europepmc +1 more source
Entropy production bounds for systems running computer programs. [PDF]
Yadav A, Caravelli F, Wolpert D.
europepmc +1 more source
Walking the tightrope: Balancing opposing cooperativities in dynein assembly. [PDF]
Walker DR +5 more
europepmc +1 more source
Unraveling the Mechanism of Drug Binding to SARS-CoV-2 RNA Pseudoknot With Thermodynamics-Driven Machine Learning. [PDF]
Ivonina M, Rydzewski J.
europepmc +1 more source
A data-driven elucidation of the challenges in designing stable quinone derivatives for aqueous organic redox flow batteries: correlations between thermodynamics of chemical degradation and energy capacity metrics. [PDF]
Lu N +4 more
europepmc +1 more source
Asymptotic Thermodynamics for Chemical Reaction Networks with Fast-Slow Kinetics. [PDF]
Peng L, Hong L.
europepmc +1 more source

