Author

Emily Nieves

Massachusetts Institute of Technology

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

Click to filter author papers

Systems Biology· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Approach:Bayesian inference· 1

Frequent Co-Authors

Christopher RackauckasiD· 1 shared Raj DandekariD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

Co-Author Collaboration Network

2 top collaborators · 1 mutual co-author link

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperSystems Biology

Christopher RackauckasORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

Systems BiologyFrontiers in Systems BiologyPeer-reviewedMar 8, 2024

Uncertainty quantified discovery of chemical reaction systems via Bayesian scientific machine learning

Emily Nieves, Raj Dandekar, Christopher Rackauckas

This paper introduces a Bayesian framework using neural ODEs and pSGLD to discover chemical reaction pathways with uncertainty quantification, showing improved accuracy over standard SGLD.

6 citations

Bayesian inference

𝕏 PostBluesky