NLM DIR Seminar Schedule
UPCOMING SEMINARS
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June 10, 2025 Aleksandra Foerster
Interactions at pre-bonding distances and bond formation for open p-shell atoms: a step toward biomolecular interaction modeling using electrostatics -
June 17, 2025 Yoshitaka Inoue
TBD -
June 24, 2025 Leslie Ronish
TBD -
July 1, 2025 Ziynet Kesimoglu
TBA -
July 3, 2025 Matthew Diller
TBA
RECENT SEMINARS
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June 3, 2025 MG Hirsch
Interactions among subclones and immunity controls melanoma progression -
May 29, 2025 Harutyun Sahakyan
In silico evolution of globular protein folds from random sequences -
May 20, 2025 Ajith Pankajam
A roadmap from single cell to knowledge graph -
May 2, 2025 Pascal Mutz
Characterization of covalently closed cirular RNAs detected in (meta)transcriptomic data -
May 2, 2025 Dr. Lang Wu
Integration of multi-omics data in epidemiologic research
The NLM DIR holds a public weekly seminar series for NLM trainees, staff scientists, and investigators to share details on current and exciting research projects at NLM. Seminars take place on Tuesdays at 11:00 AM, EST and some Thursdays at 3:00 PM, EST. Seminars are held in the B2 Library of Building 38A on the main NIH campus in Bethesda, MD.
To schedule a seminar, click the “Schedule Seminar” button to the right, select an appropriate date on the calendar to sign up, and then complete the form. You will need an NIH PIV card to access the “Schedule Seminar” page.
Please include seminars by invited visiting scientists in the NLM DIR seminar series. These need not be on a Tuesday or Thursday.
If you would like to schedule a seminar by a visiting scientist, click the “Schedule Seminar” and complete the form. Contact [email protected] with questions. Please follow this link to subscribe/unsubscribe to/from the NLM DIR seminar mailing list.
Titles and Abstracts for Upcoming Seminars
(based on the current date)

Interactions at pre-bonding distances and bond formation for open p-shell atoms: a step toward biomolecular interaction modeling using electrostatics
Open-shell systems, characterized by the presence of unpaired electrons, play a central role in many biological processes, including electron transfer, oxygen activation, and enzymatic catalysis. Their unique electronic structures give rise to distinct interaction patterns not observed in closed-shell systems, providing critical insights into fundamental molecular mechanisms in biology. Understanding the forces and energy landscapes associated with open-shell interactions enables prediction of reactivity and supports the rational design of new compounds.
Despite advances in methods for modeling molecular interactions—from molecular docking to molecular mechanics and quantum mechanical approaches—accurate treatment of open-shell and excited-state interactions remains challenging. We propose a combined ∆SCF and coupled-cluster (CC) approach as a practical and efficient method for computing state-specific interaction energies, particularly when specific electronic configurations must be defined.
Moreover, given the computational cost of quantum methods, predicting the attractive or repulsive nature of pre-bonding interactions using classical electrostatics remains an attractive alternative, especially for large biological systems. Accuracy can be improved by incorporating quantum-derived properties, such as atomic polarizabilities, as seen in modern force fields. In this work, we extend our group’s Small Dielectric Spheres Model to open-shell systems with lone p-electrons and demonstrate its superior accuracy over common DFT methods at pre-bonding distances. We further argue that treating molecular systems as classical dielectrics offers a promising direction for modeling pre-bonding interactions in ligands, proteins, and cellular membranes.
TBD
TBD