International Business Machines Corporation

Agency for Science, Technology and Research

Flaviu Cipcigan

James L Hedrick

Yi Yan Yang

Mathias B Steiner

Bruce Gordon Elmegreen

Stacey M Gifford

Enara C Vijil

Payel Das

Ronaldo Giro

Dmitry Zubarev

Pang Kern Jeremy Tan

Kristin Schmidt

David Boaz

Inkit Padhi

Geeth Ranmal De Mel

Christopher R Gibson

Kahini Wadhawan

David S Braines

Mohab Elkaref

Maira G De Bayser

Dean Clarke

Lori French

A computer implemented method for generating query results includes generating by a computer processor, a training model through artificial intelligence. The training model is based on annotated data. A knowledge base for a subject matter is generated based on the training model. The knowledge base is based on content from document sources related to the subject matter. A natural language query input is received. An intent and requirements for satisfying the intent is inferred by the computer processor. The knowledge base is referenced to extract information related to the intent and requirements, from documents in the knowledge base. Relationships between the extracted information and the requirements are correlated from the documents in the knowledge base. Query results are displayed to the user. The query results are based on the correlated relationships.

Artificial intelligence based materials discovery building from documents and recommendations

De novo, artificial intelligence (AI) designed antimicrobial peptides (AMPs), antibacterial products comprising the AMPs and methods for treating bacterial infections using the products are provided. In one or more embodiments, the AMPs were designed using conditional latent attribute space sampling (CLaSS). The AMPs comprise up to twenty natural amino acids in length, including one with twelve and another with thirteen natural amino acids in length. The AMPs demonstrate low-toxicity and show high antimicrobial potency against diverse pathogens including multi-medication-resistant Gram negative

Artificial intelligence designed antimicrobial peptides

Growing community of inventors

Warrington, United Kingdom

Flaviu Cipcigan