A METHOD AND APPARATUS FOR SELECTING A MOLECULE BASED ON CONFORMATIONAL FREE ENERGY

Patent №

US 6,178,384

Granted

2001-01-23

Filed 1997

Owner

THE TRUSTEES OF COLUMBIA INTHE CITY OF NEW YORK

Lab

AI components

2

evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

08940145

A method of using a computer processor to analyze electrical signals and data representative of a first molecule to determine conformational free energy of the first molecule so as to determine whether the first molecule is more stable than a second molecule, wherein both molecules have a predefined connectivity and exist in a predefined environment, includes generating a set of data representative of low-energy minimum conformations of the first molecule derived from connectivity of the first molecule, a potential energy function, and a conformational search method. Conformational free energy of the first molecule is determined by calculating a configuration integral in all degrees of freedom based upon a contribution of each conformation of the set of conformations of the first molecule, and the configuration integral is calculated by performing importance sampling multidimensional Monte Carlo integration over a multidimensional volume enclosing a current conformation of the first molecule in a conformational space, repeating the integration for each conformation in the set of data, and summing the conformational contributions so as to determine a total configuration integral for the first molecule and thereby determine the conformational free energy of the first molecule.

AI classification

AI hardware1.00
Evolutionary computation0.95
Machine learning0.08
Natural language0.01
Planning0.01
Knowledge representation0.00
Vision0.00
Speech0.00

Ownership

THE TRUSTEES OF COLUMBIA INTHE CITY OF NEW YORK

assignment · 89810081

Assignors

KOLOSSVARY, ISTVAN

On an employer assignment, the assignors are typically the inventors.

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