Accelerated Discovery
The world is changing rapidly every day, and the way we used to solve problems won’t cut it anymore. At IBM Research, we’re combining our expertise in quantum computing, AI, and hybrid cloud to drastically increase how quickly we can discover solutions to tackle today’s most urgent problems.
Our work
IBM and NASA team up to spur new discoveries about our planet
NewsAn AI foundation model that learns the grammar of molecules
NewsThe 2022 IBM Research annual letter
Deep DiveAccelerating discoveries in immunotherapy and disease treatment
Technical noteIBM’s new open-source toolkit for simulation
ReleaseAddressing climate risks in Africa with AI and hybrid cloud
News- See more of our work on Accelerated Discovery
Tools + code
RoboRXN for Chemistry
A unique tool for digital chemistry. Language models based on transformers can predict the most likely outcome of a chemical reaction and perform retrosynthetic analysis. RoboRXN can also program hardware to produce a molecule in a remotely accessible, autonomous chemical laboratory.
View project →RXNmapper
A chemically agnostic attention-guided reaction mapper.
View project →GT4SD
An open-source library to accelerate hypothesis generation in the scientific discovery process.
View project →Deep Search
Deep Search extracts and structures data from documents in four steps: Parse, Interpret, Index, and Integrate.
View project →
Publications
- 2023
- AAAI 2023
- 2023
- AAAI 2023
- 2023
- SPIE Photonics West 2023
- 2023
- Advanced Functional Materials
- 2022
- AGU Fall 2022
- 2022
- Science