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Startseite Sunkara, Vikram, Dr.

Sunkara, Vikram, Dr.

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Kontakt

Position
Leitung Arbeitsgruppe
Room
4024
Phone
+49 30 84185-432
Email
E-Mail
Bereich
Mathematics of Complex Systems
Abteilung
Visual and Data-Centric Computing
Arbeitsgruppe
Explainable AI for Biology

Projects

Projects as Head

Pareto-ML-Optimization-Cycle

AA1-19 Drug Candidates as Pareto Optima in Chemical Space

The search for novel drug candidates that, at the same time, act with high efficacy, comply with defined chemical properties, and also show low off-target effects can be...

AA1-19 Drug Candidates as Pareto Optima in Chemical Space
MATH+ AA1-20

Geometric Learning for Single-Cell RNA Velocity Modeling

Recent advances in Single-Cell RNA sequencing allow to infer both the gene expression of a cell and the so-called "velocity vector" initializing the changes in that...

Geometric Learning for Single-Cell RNA Velocity Modeling
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Math-Powered Drug Design

This project aims at the creation of a MATH+ success story around the mathematics of drug design. It proposes a new drug design strategy for G-protein coupled receptors...

Math-Powered Drug Design