Multi Objective Property Optimization & MPO — Hands-on

Build an intuitive understanding of multi objective property optimization (MPO) for discovery projects. You will organise series level data, define simple multi property goals, construct MPO style scores and use visual maps and grids to communicate balanced design suggestions to project teams.

Multi Objective Property Optimization & MPO

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Session Index

Session 1 — Multi Objective Design & MPO Concepts Session 2 — Property Space, Scores & Desirability Ideas Session 3 — MPO Workflows, Grids & Visual Maps Session 4 — Mini Capstone: MPO Summary for a Series

Session 1

Fee: Rs 8800

Multi Objective Design & MPO Concepts

Why multi objective thinking is needed in discovery

potency vs developability tradeoffs selectivity and safety dimensions series level decision context

MPO concepts at a qualitative level

multi property profiles not single numbers good enough regions vs extremes project specific objectives

Typical properties that enter MPO style discussions

potency and basic selectivity solubility, permeability ideas simple clearance and risk flags

Session 2

Fee: Rs 11800

Property Space, Scores & Desirability Ideas

Exploring multi property space for a series

scatterplot views of properties regions of interest on plots outliers and gaps

Simple scoring and desirability curve concepts

transforming raw values to 0–1 scales (idea) soft bounds and preferred ranges weighting dimensions conceptually

From single property views to composite MPO style scores

simple aggregated scores ranking and grouping compounds caveats and interpretation limits

Session 3

Fee: Rs 14800

MPO Workflows, Grids & Visual Maps

Simple MPO style workflows for series review

curate property table inputs calculate basic scores prepare summary views

MPO grids and heatmap style views

compound vs property tiles traffic light patterns quick visual ranking cues

Communicating MPO results to non specialist teams

concise plots and tables clear caveats and narrative non prescriptive design language

Session 4

Fee: Rs 18800

Mini Capstone: MPO Summary for a Series

Prepare an MPO style view for a small compound series

Theory + Practical

Create grids and plots that highlight balanced candidates

MPO style grid or heatmap top tier vs mid tier groups simple traffic light summary

Deliverables: MPO table, plots and short narrative note

spreadsheet with scores 1–2 overview figures PDF/HTML summary for team use

PDF

Multi Objective Property Optimization & MPO Training | Multi Parameter Design & Scoring

Multi Objective Property Optimization & MPO — Hands-on