MUMBAI, India, May 1 -- Intellectual Property India has published a patent application (202611026373 A) filed by CT University, Ludhiana, Punjab, on March 6, for 'ai-based prediction of side reactions from a given synthetic scheme.'

Inventor(s) include Dr. Nitin Tandon; Dr. Satvir Singh; Pradip Kumar Yadava; Dr. Sandeep Ranjan; and Dr. Anurag Sharma.

The application for the patent was published on May 1, under issue no. 18/2026.

According to the abstract released by the Intellectual Property India: "An artificial intelligence-based chemical synthesis analysis system is disclosed comprising a Chemical Input Processing Module (101), Reaction Mechanism Predictor (102), Side Reaction Prediction Engine (103), Condition-Based Competitiveness Model (104), Reaction Yield Impact Predictor (105), Preventive Strategy Generator (106) and Explainable Chemistry Output Interface (107). The system receives complete synthetic schemes including reagents, solvents, catalysts and experimental conditions, converts them into structured reaction descriptors, enumerates mechanistic pathways, identifies competing side reactions and by-product structures, computes condition-specific dominance probabilities, quantifies yield loss attributable to each side pathway and generates adaptive preventive optimisation strategies. The system further produces mechanistic diagrams and ranked side-reaction outputs with probability scores. The architecture enables scheme-level predictive analysis for impurity forecasting, yield optimisation and laboratory risk mitigation."

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