Drug discovery with explainable artificial intelligence

J Jiménez-Luna, F Grisoni, G Schneider - Nature Machine Intelligence, 2020 - nature.com
Deep learning bears promise for drug discovery, including advanced image analysis,
prediction of molecular structure and function, and automated generation of innovative …

Aromaticity of polycyclic conjugated hydrocarbons

M Randić - Chemical Reviews, 2003 - ACS Publications
3454 Chemical Reviews, 2003, Vol. 103, No. 9 Randic will show that graph theoretically
calculated ring resonance energies in benzenoid hydrocarbons (that parallel Clar's notion of …

Derivation of mathematical closed form expressions for certain irregular topological indices of 2D nanotubes

A Ullah, S Zaman, A Hussain, A Jabeen, MB Belay - Scientific Reports, 2023 - nature.com
A numeric quantity that characterizes the whole structure of a network is called a topological
index. In the studies of QSAR and QSPR, the topological indices are utilized to predict the …

Identifying molecules as biosignatures with assembly theory and mass spectrometry

SM Marshall, C Mathis, E Carrick, G Keenan… - Nature …, 2021 - nature.com
The search for alien life is hard because we do not know what signatures are unique to life.
We show why complex molecules found in high abundance are universal biosignatures and …

[图书][B] Chemical graph theory

N Trinajstic - 2018 - taylorfrancis.com
New Edition! Completely Revised and UpdatedChemical Graph Theory, 2nd Edition is a
completely revised and updated edition of a highly regarded book that has been widely …

[HTML][HTML] Distance spectra of graphs: A survey

M Aouchiche, P Hansen - Linear algebra and its applications, 2014 - Elsevier
Abstract In 1971, Graham and Pollack established a relationship between the number of
negative eigenvalues of the distance matrix and the addressing problem in data …

Wiener index of trees: theory and applications

AA Dobrynin, R Entringer, I Gutman - Acta Applicandae Mathematica, 2001 - Springer
The Wiener index W is the sum of distances between all pairs of vertices of a (connected)
graph. The paper outlines the results known for W of trees: methods for computation of W …

Topological Indices and Related Descriptors in QSAR and QSPR Edited by James Devillers & Alexandru T. Balaban. Gordon and Breach Science Publishers …

DJ Klein - Journal of Chemical Information and Computer …, 2002 - ACS Publications
There are several different broad approaches to making correlations between chemical
structure and some desired property or bioactivity (either of which is here spoken of simply …

Highly discriminating distance-based topological index

AT Balaban - Chemical physics letters, 1982 - Elsevier
A new topological indexJ (based on distance sumss i as graph invariants) is proposed. For
unsaturated or aromatic compounds, fractional bond orders are used in calculatings i. The …

A history of graph entropy measures

M Dehmer, A Mowshowitz - Information Sciences, 2011 - Elsevier
This survey seeks to describe methods for measuring the entropy of graphs and to
demonstrate the wide applicability of entropy measures. Setting the scene with a review of …