Key research themes
1. How can computational algorithms efficiently and accurately sample and identify low-energy conformers of flexible molecules?
This research area focuses on the development and benchmarking of algorithms for exploring the torsional potential energy surfaces of flexible molecules to locate all relevant low-energy conformers. Efficient conformer generation is critical for interpreting spectroscopic data, understanding molecular thermodynamics, and enabling drug design. Key challenges include balancing computational cost with accuracy, leveraging mixed deterministic and stochastic search strategies, and integrating multi-level quantum mechanical refinements.
2. What computational and mathematical methods enable the characterization and reduction of high-dimensional protein conformational spaces for functional analysis?
Proteins exhibit highly complex and high-dimensional conformational landscapes which challenge experimental and computational characterization. Research in this theme develops dimensionality reduction techniques, topological data analysis, and clustering methods to efficiently map, characterize, and interpret the conformational ensembles of proteins. These methods aim to identify functionally relevant intermediate conformations, simplify the analysis of conformational pathways, and provide actionable insights for structure-function relationships and drug discovery.
3. How do fundamental molecular and stereochemical mechanisms govern conformational isomerism and what novel types of conformational isomers have been identified?
This theme is centered on the theoretical and experimental identification of fundamental mechanistic pathways of conformational isomerism, including stereochemical inversion processes and novel isomer classes. It involves extending established stereochemical formalisms, uncovering previously unidentified isomer types with unique inversion mechanisms, and elucidating their dynamic interconversions. These insights refine fundamental understanding of molecular shape, flexibility, and dynamic stereochemistry impacting chemical reactivity and recognition.