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
Accelerating discovery for societal and economic impact
ExplainerCharting the future of technology and tomorrow’s unknown business environments
NewsThe fastest path to progress
NewsComputer simulations identify new ways to boost the skin’s natural protectors
ResearchIBM Research is accelerating discoveries to tackle climate change
ExplainerIBM continues advancing disease progression modeling and biomarkers research using the latest in AI
Research- 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 →
Publications
- 2021
- ICWS 2021
- 2021
- ICML 2021
- 2021
- ACS Spring 2021
- 2021
- ACS Spring 2021
- Characterizing the Latent Space of Molecular Deep Generative Models with Persistent Homology Metrics
- 2020
- NeurIPS 2020
- 2020
- ACS Fall 2020