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Dral's Group AI-enhanced computational chemistry | LOOKING FOR POSTDOCS WITH DIFFERENT EXPERTISE (QM AND ML METHOD DEVELOPMENT, SOLID-STATE MEHOD DEVELOPMENT, APPLICATIONS AND MORE)

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Method Development, News, Semiempirical Methods

Details on OMx Methods

Pavlo Dral Jan 17, 2016 Tagged with D3, dispersion interaction, JCTC, OMx, SQC

Details about theory and implementation of up-to-now most advanced semiempirical quantum-chemical methods are published.

Machine Learning in Chemistry, News, Ratings

Highlight about Δ-ML Approach Most Viewed in 2015

Pavlo Dral Jan 1, 2016 Tagged with ML, Ratings

A highlight by Jan Jensen about the Δ-ML approach proposed by us [1] was the most …

Highlight about Δ-ML Approach Most Viewed in 2015 Read more →

Posts, Science & Society

New Script for Translating Wikipedia Links

Pavlo Dral Jul 4, 2015 Tagged with hobby, Pywikibot, Wikipedia

Wikipedia is treasure trove of free knowledge shared by volunteers. While English Wikipedia is the most …

New Script for Translating Wikipedia Links Read more →

Machine Learning in Chemistry, Method Development, News, Semiempirical Methods

Correcting Differences with Machine Learning

Pavlo Dral Apr 13, 2015 Tagged with APT, B3LYP, G4MP2, JCTC, ML, PM7, QC

In our recent study, we propose using machine learning (ML) to correct differences in properties calculated …

Correcting Differences with Machine Learning Read more →

Machine Learning in Chemistry, Method Development, News, Semiempirical Methods

Machine Learning of Semiempirical Parameters

Pavlo Dral Apr 4, 2015 Tagged with APT, JCTC, ML, OM2, SQC

We propose using machine learning (ML) for improving semiempirical Hamiltonian. Given sufficiently large training set ML …

Machine Learning of Semiempirical Parameters Read more →

Posts, Ratings, Science & Society

National Wealth and High-Quality Research

Pavlo Dral Feb 8, 2015 Tagged with Nature Index, Ratings, Society

In a response to my previous post “Geography of High-Quality Science” Rasmus Persson has raised an …

National Wealth and High-Quality Research Read more →

Posts, Ratings, Science & Society

Geography of High-Quality Science

Pavlo Dral Jan 10, 2015 Tagged with Nature Index, Ratings

Nature publishing group introduced Nature Index at the end of 2014. This index is essentially a …

Geography of High-Quality Science Read more →

Nanoelectronics, News

New 1D Coordination Polymers

Pavlo Dral Nov 18, 2014 Tagged with Inorg. Chem.

In our study we reported synthesis, and experimental and theoretical characterization of new one-dimensional coordination polymers. …

New 1D Coordination Polymers Read more →

Machine Learning in Chemistry, News

Data Set with 134 Kilo Molecules

Pavlo Dral Nov 17, 2014 Tagged with B3LYP, database, DFT, G4, G4MP2, Sci. Data

If you need really huge data set to test your methods, then our data set with …

Data Set with 134 Kilo Molecules Read more →

Method Development, Nanoelectronics, News, Semiempirical Methods

The Unrestricted Local Properties

Pavlo Dral Jun 24, 2014 Tagged with AM1, J. Mol. Model., local EA, local IE, SQC

Did you know that the reactivity of alkyl radicals towards H-abstraction is related to their electron …

The Unrestricted Local Properties Read more →

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