Ensemble Models for the Growth of Colloidal Sol-Gel Materials
- Tim Erdmann
- Jason Chen
- et al.
- 2023
- MRS Spring Meeting 2023
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58 results for Dmitry Zubarev
Surrogate models for the synthesis of colloidal sol-gel materials
- Tim Erdmann
- Jason Chen
- et al.
- 2023
- ACS Spring 2023
AI as a peer: Polymer discovery with neuro-symbolic intelligent agents
- Sarathkrishna Swaminathan
- Dmitry Zubarev
- et al.
- 2023
- ACS Spring 2023
Automating and Accelerating Scientific Discovery – Continuous and Discontinuous Experimentation Setups for Polymer Research and High-Quality Dataset Generation
- 2023
- MaRDA 2023
Toward Human-AI Co-creation to Accelerate Material Discovery
- Dmitry Zubarev
- Carlos Raoni De Alencar Mendes
- et al.
- 2022
- NeurIPS 2022
Going beyond High Throughput Screening towards AI in Accelerated Electrolyte Discovery
- 2022
- MRS Fall Meeting 2022
Transfer Learning Enabled Deep Learning Model for the Prediction of Battery Performance from Electrolyte Formulations
- 2022
- ECS Meeting 2022
Development of Ensemble Models for the Growth of Colloidal Spin-on-Glass Materials
- Tim Erdmann
- Sarath Swaminathan
- et al.
- 2022
- ACS Fall 2022
Neuro-symbolic reinforcement learning for polymer discovery
- Sarath Swaminathan
- Dmitry Zubarev
- 2022
- ACS Fall 2022
Chemical space analysis and property prediction for carbon capture amine molecules
- James McDonagh
- Stamatia Zavitsanou
- et al.
- 2022
- ChemRxiv