Intellectual Property India Publishes Patent Application for 'Dual-Encoder Spatiotemporal Architecture With Multi-Modal Skip Fusion For Multi-Domain Environmental, Climatic And Agricultural Forecasting' Filed by Dashpreet Singh; and Dr. Iqbal Kaur

MUMBAI, India, Jan. 9 -- Intellectual Property India has published a patent application (202511114061 A) filed by Dashpreet Singh; and Dr. Iqbal Kaur, Jammu, Jammu & Kashmir, on Nov. 19, 2025, for 'dual-encoder spatiotemporal architecture with multi-modal skip fusion for multi-domain environmental, climatic and agricultural forecasting.'

Inventor(s) include Dashpreet Singh; and Dr. Iqbal Kaur.

The application for the patent was published on Jan. 9, under issue no. 02/2026.

According to the abstract released by the Intellectual Property India: "The present invention relates to a spatiotemporal forecasting system (100). The system comprises an input module (102) including a separation module (202) for separating received input data into a static dataset (204) and a dynamic dataset (206). A data control unit (104) processes the separated datasets comprises a processing module (302) having a memory (304), a processor (306), and a data storage (308). An augmentation module (310) performs data augmentation on the static dataset (204) and dynamic datasets (206). A dual encoder module (312) comprising a static encoder (314) and a dynamic encoder (316) generates spatial and temporal feature representations respectively. A skip connection module (318) transmits intermediate encoded features to decoding stages, while a fusion layer module (320) fuses spatial and temporal representations to form an integrated spatiotemporal representation. A decoder module (322) reconstructs forecasting outputs, which are delivered for visualization and analysis by an output module (106)."

Disclaimer: Curated by HT Syndication.