Publications

59 results for Dmitry Zubarev

Ensemble Models for the Growth of Colloidal Sol-Gel Materials
- - Tim Erdmann
  - Jason Chen
  - et al.
- 2023
- MRS Spring Meeting 2023
Cost-Sensitive Bayesian Active Molecular Design with Auxiliary Properties
- - Elliot Nelson
  - Dmitry Zubarev
- 2023
- MRS Spring Meeting 2023
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
- - Tim Erdmann
  - Nathaniel Park
  - et al.
- 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
- - Vidushi Sharma
  - Maxwell Giammona
  - et al.
- 2022
- MRS Fall Meeting 2022
Transfer Learning Enabled Deep Learning Model for the Prediction of Battery Performance from Electrolyte Formulations
- - Vidushi Sharma
  - Maxwell Giammona
  - et al.
- 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