A. Modeling

  Level Label     Task  
I.     Small Organic Molecules (<100 heavy atoms)  
  Determination of reasonble 3D-geometry from SMILES including major conformers, tautomers, and protonation states  
  Relative stability of conformers in various solvents (implicit solvent)  
  Physicochemical and ADMET properties (e.g., pKa, solubility, permeability, logP)  
  Quantum mechanical optimization structure in implicit solvent including normal modes  
  Quantum mechanical calculation electrostatic potential in implicit solvent  
  Parametrization for docking or MD (<50 heavy atoms)  
  Calculation Quantum mechanical properties (e.g., spectra)  
  Reactivity calculation using quantum mechanical methods  
  
II.     Proteins in solution (< 1500 AAs)  
  Analysis/Prediction of 3D structures including reliability analysis and structural comparison  
  Stability of fold, H-bonds, flexibility of loops  
  Water/ion site occupancy  
  Extended NMR ensemble (MD with NOE restraints)  
  Conformations induced by non-standard residues  
  
III.     Membranes and mebrane proteins (< 1500 AAs)  
  Simulation of membranes with defined composition  
  Analysis/Prediction of 3D structures including reliability analysis and structural comparison  
  Stability of fold, H-bonds, flexibility of loops  
  
IV.     Nucleic Acids (< 40 nucleotides)  
  Analysis/Prediction of 3D structures including reliability analysis and structural comparison  
  Stability of fold, H-bonds  
  Chemical modifications nucleic acids and their modelling  
  
V.     Biomolecular Complexes - Combinations of above plus water/ions (<200.000 atoms)  
  Predicted 3D from FASTA/PDB and SMILES  
  Assembly of the complex system  
  Types of interactions (charged, H-bonds, stacking, water bridge, sigma-hole, covalent)  
  Occupancy of H-bonds, interaction fingerprints, MM-GBSA interaction energy  
  Virtual Screening (100 ligans -10 poses - know binding poquet)  
  QSAR model activity  
  Virtual Screening (AHL)  
  Virtual Screening (Large libraries, blind docking)  
  Binding free energy of ions  
  Covalent Docking  
  Restrained md (e.g., Mass-spectroscopy linker )  

B. Image processing

  Consultation on image processing  
  Development of ImageJ macro to speed up image processing  
  Development of Python scripts for image processing.  

C. AI modeling

  Consultation on AI modeling  


Standard   Regular tasks with a typical turnaround time.  
Demanding tasks   More complex assignments requiring extended timelines.  
Scientific collaboration   Specialized projects subject to limited capacity and availability.