Neuro-Symbolic Reinforcement Learning for Polymer Discovery
- Sarath Swaminathan
- Dmitry Zubarev
- et al.
- 2022
- MRS Spring Meeting 2022
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57 results for Dmitry Zubarev
Accelerated Materials Discovery for Sustainable Energy Storage
- Dmitry Zubarev
- Maxwell Giammona
- et al.
- 2022
- MRS Spring Meeting 2022
Development of polymer information systems to support accelerated materials development via AI-enabled automated experimentation
- 2022
- ACS Spring 2022
Development and use of a software platform applied towards the automated synthesis of carbonate monomers and machine learning applications
- Pedro Arrechea
- James Hedrick
- et al.
- 2022
- ACS Spring 2022
Sample-efficient Generation of Novel Photo-acid Generator Molecules using a Deep Generative Model
- Samuel Hoffman
- Vijil Vijil
- et al.
- 2021
- NeurIPS 2021
Accelerated Discovery of Novel Solvents for CO2 Capture
- Benjamin Wunsch
- Stacey Gifford
- et al.
- 2021
- MRS Fall Meeting 2021
Large datasets for machine learning and reactor response curves for the ring opening polymerization of lactide
- Pedro Arrechea
- Nathaniel Park
- et al.
- 2021
- ACS Fall 2021
AI assisted design and synthesis of materials with targeted properties
- Victoria Piunova
- Dmitry Zubarev
- et al.
- 2021
- ACS Fall 2021
Computational and experimental design of solvents for CO2 capture
- Flaviu Cipcigan
- James McDonagh
- et al.
- 2021
- ACS Fall 2021
Accelerating the development of new polymeric materials: The convergance of automated experimentation, cloud computing, and predictive modeling
- Nathaniel Park
- Pedro Arrechea
- et al.
- 2021
- ACS Fall 2021