Embedding billion-scale molecule databases in generative model latent space enables efficient search for accessible surrogates
- Tim Rumbell
- Shruti Murarka
- et al.
- 2026
- ACS Spring 2026
Poster
Publications
804 results for Life Sciences
Open and Sustainable AI: challenges, opportunities and the road ahead in the life sciences
- Gavin Farell
- Eleni Adamidi
- et al.
- 2026
- Nature Methods
PaperTowards secondary structure prediction of longer mRNA sequences using a quantum-centric optimization scheme
- Saurabh Shivpuje
- Dimitris Alevras
- et al.
- 2026
- APS Global Physics Summit 2026
PosterCharacterizing effects of air quality in maternal, newborn and child health (CHEAQI–MNCH) in sub-Saharan Africa: a research protocol
- Laura Munthali
- Terence Darlington Mushore
- et al.
- 2026
- J. glob. health econ. policy
PaperSTAR-VAE: Latent Variable Transformers for Scalable and Controllable Molecular Generation
- Bc Kwon
- Ben Shapira
- et al.
- 2026
- AAAI 2026
Workshop paperFoundation Models for Biomedical Discovery and Reasoning
- 2025
- BIBM 2025
Invited talkEvaluation of partitioning algorithms for trustworthy out-of-distribution evaluation of machine learning models in biochemistry
- 2025
- VIBE 2025
TalkLanguage Model Enabled Structure Prediction from Infrared Spectra of Mixtures
- Marvin Alberts
- Filippo Ficarra
- et al.
- 2025
- NeurIPS 2025
Workshop paperAutomated Structure Elucidation at Human-Level Accuracy via a Multimodal Multitask Language Model
- Marvin Alberts
- Nina Hartrampf
- et al.
- 2025
- NeurIPS 2025
Workshop paperA foundation model with multi-variate parallel attention to generate neuronal activity
- Francesco Carzaniga
- Michael Hersche
- et al.
- 2025
- NeurIPS 2025
Workshop paper