Computational Complexity in Electronic Structure [PDF]
In quantum chemistry, the price paid by all known efficient model chemistries is either the truncation of the Hilbert space or uncontrolled approximations. Theoretical computer science suggests that these restrictions are not mere shortcomings of the algorithm designers and programmers but could stem from the inherent difficulty of simulating quantum ...
Aaronson+80 more
arxiv +6 more sources
Quantum Chemistry Common Driver and Databases (QCDB) and Quantum Chemistry Engine (QCEngine): Automation and interoperability among computational chemistry programs. [PDF]
Community efforts in the computational molecular sciences (CMS) are evolving toward modular, open, and interoperable interfaces that work with existing community codes to provide more functionality and composability than could be achieved with a single ...
Smith DGA+47 more
europepmc +2 more sources
Theoretical and Computational Chemistry [PDF]
Computer-based and theoretical approaches to chemical problems can provide atomistic understanding of complex processes at the molecular level.
Markus Meuwly
doaj +3 more sources
BindingDB in 2015: A public database for medicinal chemistry, computational chemistry and systems pharmacology. [PDF]
BindingDB, www.bindingdb.org, is a publicly accessible database of experimental protein-small molecule interaction data. Its collection of over a million data entries derives primarily from scientific articles and, increasingly, US patents.
Baitaluk, Michael+5 more
core +2 more sources
Developing technological pedagogical science knowledge through educational computational chemistry: a case study of pre-service chemistry teachers’ perceptions [PDF]
The purpose of this descriptive case study was to develop pre-service chemistry teachers’ Technological Pedagogical Science Knowledge (TPASK) through novel computational chemistry modules.
Aksela, Maija+6 more
core +2 more sources
Special Collection: Computational Chemistry [PDF]
Chemists know well the value of an experimental or a theoretical result, but what is the value of a computational result? Simulation is neither theory nor experience, nor a mere calculation tool, but a genuine way of approaching reality that is ...
Prof. Dr. Miquel Solà+2 more
doaj +2 more sources
The long road to calibrated prediction uncertainty in computational chemistry. [PDF]
Uncertainty quantification (UQ) in computational chemistry (CC) is still in its infancy. Very few CC methods are designed to provide a confidence level on their predictions, and most users still rely improperly on the mean absolute error as an accuracy ...
P. Pernot
semanticscholar +1 more source
Large-Scale Simulation of Quantum Computational Chemistry on a New Sunway Supercomputer [PDF]
Quantum computational chemistry (QCC) is the use of quantum computers to solve problems in computational quantum chemistry. We develop a high performance variational quantum eigensolver (VQE) simulator for simulating quantum computational chemistry ...
Honghui Shang+13 more
semanticscholar +1 more source
Perspective on integrating machine learning into computational chemistry and materials science. [PDF]
Machine learning (ML) methods are being used in almost every conceivable area of electronic structure theory and molecular simulation. In particular, ML has become firmly established in the construction of high-dimensional interatomic potentials.
Julia Westermayr+3 more
semanticscholar +1 more source
Machine learning and computational chemistry to improve biochar fertilizers: a review
Traditional fertilizers are highly inefficient, with a major loss of nutrients and associated pollution. Alternatively, biochar loaded with phosphorous is a sustainable fertilizer that improves soil structure, stores carbon in soils, and provides plant ...
A. Osman+12 more
semanticscholar +1 more source