One Month International Comprehensive Workshop - Computational Drug Discovery : Docking, MD, and QM/MM Approaches

DECODE LIFE WORKSHOP

Workshop Highlights

Upskilling

Workshop will help in learning core Bioinformatics skills for cutting edge research.

Workshop Material

Workshop material along with video recording of each session.

Networking

Instructor and participants will be from different corners of the world where participants will be encouraged for collaborations.

Global Instructors

Instructors from diverse global institutions.

GLOBAL EXPERTS MEET UP

Course Trainers

CEO at Growdea Technologies Pvt Ltd.Indo-Australian Gold fellow at Griffith University, Australia.
Postdoctoral Research Fellow, Albert Einstein College of Medicine, New York
Former Post Doctoral Associate at University of Illinois, Chicago, USA.
Machine learning engineer at Growdea Technologies Pvt Ltd.

OUR EXPERIENCE

Who we are

 Decode life is a group of enthusiastic researchers, who are aimed to (de)code the life sciences. Our goal is to create a self sustained system through cross learning and joining hands together to address the problems that matter the most. With the availability of large data, Bioinformatics has become an integral part for almost every biomedical lab. We wanted to fill in the niche and train the next generation of data scientists..

ONE MONTH COMPREHENSIVE BIOINFORMATICS TRAINING

Schedule of the workshop

UPSKILL YOUR PORTFOLIO WITH GLOBAL EXPERTS

From

16 May, 2026

To

10 June, 2026

7:30 - 8:30 PM IST
16 May - 10 June, 2026
Schedule of Workshop
DateDayTopic
16-May-26SaturdayIntroduction to Linux Environment
17-May-26SundayAdvanced Linux commands
18-May-26MondayIntroduction to Drug Discovery
• Drug discovery pipeline
• Targets, ligands, binding affinity
• Structure-based vs ligand-based design
• Overview of computational drug design
19-May-26TuesdayMolecular Data & Descriptors
• SMILES, SDF, PDB formats
• Molecular descriptors (MW, LogP, TPSA)
• Fingerprints (ECFP)
• RDKit basics
20-May-26WednesdayProtein & Ligand Preparation
• Protein structure (PDB)
• Cleaning (remove water, add hydrogens)
• Ligand preparation (optimization, protonation)
• File format conversion & charge assignment
21-May-26ThursdayBinding Site & Docking Setup
• Binding site identification
• Grid box setup
• Docking principles
• AutoDock Vina workflow
22-May-26FridayDocking & Interaction Analysis
• Running docking
• Binding energy interpretation
• Protein–ligand interactions (H-bonds, hydrophobic)
• Visualization & validation
23-May-26SaturdayOFF
24-May-26SundayOFF
25-May-26MondayMolecular Dynamics Theory
• MD basics
• Force fields (CHARMM, AMBER)
• Simulation steps (minimization, equilibration, production)
• GROMACS overview
26-May-26TuesdayGROMACS System Setup
• Topology generation
• Solvation & ion addition
• Energy minimization
• NVT & NPT equilibration
27-May-26WednesdayMD Simulation & Analysis
• Running production MD
• RMSD, RMSF, Rg
• SASA, hydrogen bonds
• Trajectory interpretation & stability analysis
28-May-26ThursdayFoundations of Quantum Chemistry & DFT
• Classical vs Quantum methods
• Basics of quantum chemistry
• Electron density concept
• Introduction to DFT
29-May-26FridayDFT Theory to Practice
• Functionals (LDA, GGA, Hybrid)
• Basis sets
• SCF convergence
• First DFT setup
30-May-26SaturdayOFF
31-May-26SundayOFF
01-Jun-26MondayDFT Calculations
• Geometry optimization
• Energy calculation
• Running ORCA
02-Jun-26TuesdayAnalysis & Interpretation
• HOMO–LUMO analysis
• Molecular orbitals
• Charge distribution
• Reactivity insights
03-Jun-26WednesdayApplications in Drug Discovery
• Binding energy
• Reactivity prediction
• Case studies
• Integration with docking/ML
04-Jun-26ThursdayIntroduction to QM/MM
• Limitations of MM and QM
• Hybrid modeling concept
• QM vs MM region
05-Jun-26FridayCore QM/MM Concepts
• Embedding types
• Link atoms
• QM-MM interactions
06-Jun-26SaturdayOFF
07-Jun-26SundayOFF
08-Jun-26MondaySystem Setup (Hands-on)
• Protein-ligand preparation
• QM region selection
• Input file generation
09-Jun-26TuesdayRunning QM/MM Simulations
• Energy calculations
• MD with QM region
• Reaction pathway analysis
10-Jun-26WednesdayApplications & Case Studies
• Enzyme mechanisms
• Charge transfer
• Drug discovery applications
• Workflow integration

 

Indian Participants

₹ 1300

International Participants

$ 30

Group Registration?

Discounted Price

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