Bannwarth Lab
banner
bannwarthlab.bsky.social
Bannwarth Lab
@bannwarthlab.bsky.social
Theoretical Chemistry Research Group @ RWTH Aachen University
https://ipc.rwth-aachen.de/Bannwarth
Plus, we’ve been involved in some exciting collaborations on photochemistry💡:

- First-time description of Dexter energy transfer via conical intersections: doi.org/10.1021/jacs...

- Shedding light on photocatalytic deracemization (P. Freund, M. Pauls, D. Babushkina): doi.org/10.1021/jacs...

🧵5/5
Photochemical Deracemization of 4,7-Diaza-1-isoindolinones by Unidirectional Hydrogen Atom Shuttling
By coupling a photochemical and a thermal step, a single chiral catalyst can establish a photostationary state in which the enantiopure form of a chiral compound is favored over its racemate. Following this strategy, 3-substituted 4,7-diaza-1-isoindolones were successfully deracemized (74–98% yield, 86–99% ee) employing 2.5 mol % of a photocatalyst. Key to the success of the reaction is the fact that a chiral benzophenone recruits selectively one enantiomer of the substrate for a photoinduced hydrogen atom transfer. A combination of computational and experimental studies suggests that the hydrogen atom is shuttled via the oxygen atom of the catalyst to the 4-nitrogen atom of the substrate.
doi.org
March 3, 2025 at 2:52 PM
🚂 TTConf (C. Zurek, @nilsvanstaalduinen.bsky.social) - Tensor train optimization for conformational search: doi.org/10.1021/acs....

🧵4/5
Tensor Train Optimization for Conformational Sampling of Organic Molecules
Exploring the conformational space of molecules remains a challenge of fundamental importance to quantum chemistry: identification of relevant conformers at ambient conditions enables predictive simulations of almost arbitrary properties. Here, we propose a novel approach, called TTConf, to enable conformational sampling of large organic molecules where the combinatorial explosion of possible conformers prevents the use of a brute-force systematic conformer search. We employ tensor trains as a highly efficient dimensionality reduction algorithm, effectively reducing the scaling from exponential to polynomial. In our approach, the conformational search is expressed as global energy minimization task in a high-dimensional grid of dihedral angles. Dimensionality reduction is achieved through a tensor train representation of the high-dimensional torsion space. The performance of the approach is assessed on a variety of drug-like molecules in direct comparison to the state-of-the-art metadynamics based conformer search as implemented in CREST. The comparison shows significant acceleration of up to an order of magnitude, while maintaining comparable accuracy. More importantly, the presented approach allows treatment of larger molecules than typically accessible with metadynamics.
doi.org
March 3, 2025 at 2:52 PM
🔍 MolBar - an open-source molecular identifier that captures (almost) all forms of stereoisomerism (@nilsvanstaalduinen.bsky.social): doi.org/10.1039/D4DD...

🧵3/5
MolBar: a molecular identifier for inorganic and organic molecules with full support of stereoisomerism
Before a new molecular structure is registered to a chemical structure database, a duplicate check is essential to ensure the integrity of the database. The Simplified Molecular Input Line Entry Speci...
doi.org
March 3, 2025 at 2:52 PM
🖥️ Using GPUs for low-cost quantum chemical calculations without significant accuracy loss (P. Steinbach):
doi.org/10.1039/D3CP...

🧵2/5
Combining low-cost electronic structure theory and low-cost parallel computing architecture
The computational efficiency of low-cost electronic structure methods can be further improved by leveraging heterogenous computing architectures. The software package TeraChem has been developed since...
doi.org
March 3, 2025 at 2:52 PM