Computational and experimental design of solvents for CO2 capture
- Flaviu Cipcigan
- James McDonagh
- et al.
- 2021
- ACS Fall 2021
Publications
59 results for Dmitry Zubarev
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
Reinforcement Learning with Logical Action-Aware Features for Polymer Discovery
- Sarathkrishna Swaminathan
- Dmitry Zubarev
- et al.
- 2021
- ICML 2021
Topology-Driven Completion of Chemical Data
- Dmitry Zubarev
- Petar Ristoski
- 2021
- APS March Meeting 2021
Meta-Reinforcement Learning as the Driver of Data Acquisition in Autonomous Polymer Discovery
- Sarath Swaminathan
- Victoria Piunova
- et al.
- 2021
- APS March Meeting 2021
Accessing Creativity and Institutional Knowledge of Polymer Chemists via Expert-in-the-Loop AI—Case of Acrylic Polymer Design
- Victoria Piunova
- Dmitry Zubarev
- et al.
- 2020
- MRS Fall Meeting 2020
Topology-Driven Completion of Chemical Data
- Dmitry Zubarev
- Peter Ristoski
- 2020
- MRS Fall Meeting 2020
Platform for Polymer Inverse-Design by Graph Generative Algorithms
- Seiji Takeda
- Toshiyuki Hama
- et al.
- 2020
- MRS Fall Meeting 2020
Meta-Reinforcement Learning as the Driver of Data Acquisition in Autonomous Polymer Discovery
- Sarathkrishna Swaminathan
- Chinyere Agunwa
- et al.
- 2020
- MRS Fall Meeting 2020