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Design and Optimization of Catalysts: Using Modeling to ... - Accelrys

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R1<br />

Iterate <strong>and</strong> Try Again<br />

Zr<br />

R1<br />

Select catalyst<br />

material<br />

Guest molecule<br />

docking<br />

Reaction<br />

modeling<br />

• Develop mechanistic underst<strong>and</strong>ing<br />

• Create empirical model, e.g. QSAR<br />

Energy<br />

R G<br />

E a,0<br />

With<br />

catalyst<br />

– Create a function <strong>to</strong> predict properties in terms <strong>of</strong> “descrip<strong>to</strong>rs”, e.g.,<br />

solubility, binding energy, molecular surface area<br />

• Determine values <strong>of</strong> descrip<strong>to</strong>rs that yield optimum behavior, <strong>and</strong> use<br />

corresponding materials<br />

• Refine the model as you test each new material<br />

A*<br />

Z 1<br />

Z 2<br />

E a,1 E a,2<br />

P*<br />

Without<br />

catalyst<br />

Reaction Coordinate<br />

ΔH R<br />

Deactivation Success!

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