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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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Machine Learning in Chemistry

hML: Hierarchical Machine Learning for PESs

Pavlo Dral May 28, 2020 Tagged with delta-learning, hML, J. Chem. Phys., ML, MLatom, publications

We introduced hierarchical machine learning (hML) approach for building highly accurate potential energy surfaces from multiple …

hML: Hierarchical Machine Learning for PESs Read more →

Machine Learning in Chemistry

Perspective on Machine Learning in Quantum Chemistry

Pavlo Dral May 28, 2020 Tagged with J. Phys. Chem. Lett., ML, MLatom, publications

My perspective on the state-of-the-art of machine learning in quantum chemistry and outlook for future developments …

Perspective on Machine Learning in Quantum Chemistry Read more →

Electronic Structure Calculations, News

Stable Triphenylamine Radical Cation

Pavlo Dral May 27, 2020 Tagged with Chem. Eur. J., DFT, fluorescence, publications, synergy between theory and experiment, UV/Vis spectra

New alternative to “magic blue” — a standard oxidant in organic chemistry — has been prepared …

Stable Triphenylamine Radical Cation Read more →

Job Offers, News

Post-doctoral Position Opening in Machine Learning in Quantum Chemistry

Pavlo Dral Oct 22, 2019 Tagged with job offer, ML, post-doc position, QC

A post-doctoral position is open in the group of Dr. Pavlo Dral in College of Chemistry …

Post-doctoral Position Opening in Machine Learning in Quantum Chemistry Read more →

News

Joining Xiamen University

Pavlo Dral Sep 30, 2019

I am happy to announce that I am joining Xiamen University as an Associate Professor.

News, Posts

Walter Thiel

Pavlo Dral Aug 27, 2019 Tagged with Walter Thiel

Prof. Walter Thiel passed away unexpectedly on August 23, 2019.

Machine Learning in Chemistry, News

Paper on MLatom

Pavlo Dral Jun 20, 2019 Tagged with JCC, ML, MLatom

The mathematical and implementation details of the techniques available in MLatom: A Package for Atomistic Simulations …

Paper on MLatom Read more →

Method Development, Semiempirical Methods

Next Step: TB-SEMO Methods?

Pavlo Dral Apr 25, 2019 Tagged with JMM, JMolModel, NDDO, OM2, SQC

Johannes Margraf and I have published our perspective on what semiempirical molecular orbital (SEMO) methods are …

Next Step: TB-SEMO Methods? Read more →

Machine Learning in Chemistry, Method Development, News

MLatom 1.0

Pavlo Dral Apr 19, 2019 Tagged with ML, MLatom

MLatom 1.0 release of my package for atomistic simulations with machine learning is now available.

Method Development, News, Semiempirical Methods

ODMx: New Consistent Semiempirical Methods

Pavlo Dral Feb 28, 2019 Tagged with JCTC, ODM2, ODM3, ODMx, OM2, OM3, OMx, SQC

We have introduced two new NDDO-based semiempirical quantum-chemical methods ODM2 and ODM3, which are more consistent …

ODMx: New Consistent Semiempirical Methods Read more →

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