Jacob C. Saldinger
Chemical Engineering · University of Michigan
Publications
23
Citations
308
Est. group size
~4
Recurring co-author estimate
Active years
8
Publishing since 2019
Typically publishes in teams of ~5 · 14% small-team papers (≤3 authors) · across 13 venues
- Universal feature selection for simultaneous interpretability of multitask datasets
Journal of Cheminformatics · 2026
- Machine learning models for Si nanoparticle growth in nonthermal plasma
Plasma Sources Science and Technology · 2025
- Efficient sampling of polycyclic aromatic compounds for free energy predictions through active learning
Energy and AI · 2025
- Machine learning models for Si nanoparticle growth in nonthermal plasma
TIB Repositorium · 2025
- A deep learning architecture for metabolic pathway prediction
Bioinformatics · 2024
- SPIN: A data-driven model to reduce large chemical reaction networks
Fuel · 2024
- Predicting aggregation rates of polycyclic aromatics through machine learning
Fuel · 2024
- Universal Feature Selection for Simultaneous Interpretability of Multitask Datasets
arXiv (Cornell University) · 2024
- Machine learning models for Si nanoparticle growth in nonthermal plasma
arXiv (Cornell University) · 2024
- Domain-agnostic predictions of nanoscale interactions in proteins and nanoparticles
Nature Computational Science · 2023
- A machine learning framework to predict the aggregation of polycyclic aromatic compounds
Proceedings of the Combustion Institute · 2023
- Exploring soot inception rate with stochastic modelling and machine learning
2023
- Exploring soot inception rate with stochastic modelling and machine learning
2023
- Computational Methods to Quantify Nanoparticle Interactions
Deep Blue (University of Michigan) · 2023
- Exploring soot inception rate with stochastic modelling and machine learning
Combustion and Flame · 2022
- Fuel×4
- Bioinformatics×2
- Proceedings of the Combustion Institute×2
- bioRxiv (Cold Spring Harbor Laboratory)×2
- arXiv (Cornell University)×2
- Paolo Elvati
Chemical Engineering · University of Michigan
- Charles Solbrig
Chemical Engineering · University of Michigan
- Alex Alberts
Chemical Engineering · Purdue University West Lafayette
- André L. Boehman
Chemical Engineering · University of Michigan
- Angela Violi
Chemical Engineering · University of Michigan
This profile was generated automatically from public scholarly data (OpenAlex). Group size and activity levels are estimates derived from co-authorship patterns.
Last updated Jul 25, 2026.
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