Workshop on Cross-Community Federated Learning: Algorithms, Systems and Co-designs
- 2022
- MLSys 2022
Workshop
Publications
1650 results for Machine Learning
A Principled Method for the Creation of Synthetic Multi-Fidelity Data Sets
- Clyde Fare
- Peter Fenner
- et al.
- 2022
- arXiv
PaperDevelopment of Ensemble Models for the Growth of Colloidal Spin-on-Glass Materials
- 2022
- ACS Fall 2022
TalkBridging the gap between rule-based expert systems and machine learning in computer-aided retrosynthetic design
- Daniel Probst
- Anastasia Sveshnikova
- et al.
- 2022
- ACS Fall 2022
Conference paperDeep learning assisted Suzuki cross coupling catalyst design
- Oliver Schilter
- Federico Zipoli
- et al.
- 2022
- ACS Fall 2022
Conference paperCombining physics-based modeling and graph neural networks for drug discovery
- 2022
- ACS Fall 2022
Conference paperRegression transformer: Concurrent property prediction and conditional molecular generation
- 2022
- ACS Fall 2022
Conference paperAccelerating Material Design with the Generative Toolkit for Scientific Discovery (GT4SD)
- Matteo Manica
- Joris Cadow
- et al.
- 2022
- ACS Fall 2022
Conference paperCombining high-quality, humanly curated data with language models: the dawn of on-demand machine learning models for digital chemistry
- Alain Vaucher
- Fiona Shortt de Hernandez
- et al.
- 2022
- ACS Fall 2022
Conference paperAugmented disconnection aware retrosynthesis to facilitate user interaction
- Amol Thakkar
- Andrea Antonia Byekwaso
- et al.
- 2022
- ACS Fall 2022
Conference paper