A faster way to screen supply chains for harmful chemicals
Research
Kim Martineau
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
How to make AI models more accurate: Embrace failure
ResearchPeter HessThe 2024 IBM Research annual letter
Deep DiveSriram Raghavan, Mukesh Khare, and Jay GambettaMeet IBM’s new family of AI models for materials discovery
NewsKim MartineauA new tool for accelerating the discovery of new materials
ResearchPeter HessHow IBM Research built a lab for the future of computing
Deep DiveMike Murphy- See more of our work on Accelerated Discovery
Projects
Creating the AI-enabled lab for a new era of reproducible and collaborative experimentation
Enhance scientific discovery with multimmodal knowledge
Leveraging our expertise in materials science, AI, quantum and high performance computing, we're developing a more powerful, sustainable, and energy-efficient battery.
Publications
MDLab: AI frameworks for Carbon Capture and Battery Materials
- Bruce Elmegreen
- Hendrik Hamann
- et al.
- 2025
- Frontiers in Environmental Science
Dynamic Multimodal Fusion for Robust Molecular Representation Learning
- 2025
- ACS Fall 2025
A sample-based quantum diagonalization framework for periodic solids
- Alan Duriez
- Pamela Costa Carvalho
- et al.
- 2025
- QSim 2025
Learnable Channel Converter for Multi-Spectral Image to RGB Visualization using a Vision-Text Model
- Haoxiang Qiu
- Tomoya Sakai
- et al.
- 2025
- IGARSS 2025
Designing a Multi-Agent AI Framework to Mine Scientific Literature and Experiment Datasets to Support and Enrich Single-Cell Analyses
- 2025
- ISMB 2025
LEOPARD: Linking Experimental Observations with Predictive Algorithms to reveal Response Dynamics for the single cell
- Vibha Anand
- Akira Koseki
- et al.
- 2025
- ISMB 2025